2025
Object Proxy Patterns for Accelerating Distributed Applications.
IEEE Trans. Parallel Distributed Syst., February, 2025
Employing artificial intelligence to steer exascale workflows with colmena.
Int. J. High Perform. Comput. Appl., 2025
Efficient distributed continual learning for steering experiments in real-time.
Future Gener. Comput. Syst., 2025
2024
Evaluation is key: a survey on evaluation measures for synthetic time series.
J. Big Data, December, 2024
Frontiers in Scientific Workflows: Pervasive Integration With High-Performance Computing.
Computer, August, 2024
Thinking in Categories: A Survey on Assessing the Quality for Time Series Synthesis.
ACM J. Data Inf. Qual., June, 2024
De Bello Homomorphico: Investigation of the extensibility of the OpenFHE library with basic mathematical functions by means of common approaches using the example of the CKKS cryptosystem.
Int. J. Inf. Sec., April, 2024
<i>E</i><sub>min</sub>: A First-Principles Thermochemical Descriptor for Predicting Molecular Synthesizability.
J. Chem. Inf. Model., February, 2024
Foundry-ML - Software and Services to Simplify Access to Machine Learning Datasets in Materials Science.
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J. Open Source Softw., January, 2024
Foundry-ML - Software and Services to Simplify Access to Machine Learning Datasets in Materials Science.
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Dataset, January, 2024
Foundry-ML - Software and Services to Simplify Access to Machine Learning Datasets in Materials Science.
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Dataset, January, 2024
Foundry-ML - Software and Services to Simplify Access to Machine Learning Datasets in Materials Science.
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Dataset, January, 2024
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Dataset, January, 2024
Globus service enhancements for exascale applications and facilities.
Int. J. High Perform. Comput. Appl., 2024
QoS-aware edge AI placement and scheduling with multiple implementations in FaaS-based edge computing.
Future Gener. Comput. Syst., 2024
The globus compute dataset: An open function-as-a-service dataset from the edge to the cloud.
Future Gener. Comput. Syst., 2024
XaaS: Acceleration as a Service to Enable Productive High-Performance Cloud Computing.
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Comput. Sci. Eng., 2024
LSHBloom: Memory-efficient, Extreme-scale Document Deduplication.
CoRR, 2024
Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows.
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CoRR, 2024
SoK: On Finding Common Ground in Loss Landscapes Using Deep Model Merging Techniques.
CoRR, 2024
Accelerating Python Applications with Dask and ProxyStore.
CoRR, 2024
Mitigating Memorization In Language Models.
CoRR, 2024
Binding Affinity Prediction: From Conventional to Machine Learning-Based Approaches.
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CoRR, 2024
Flight: A FaaS-Based Framework for Complex and Hierarchical Federated Learning.
CoRR, 2024
Sustainable Data Democratization: A Multifaceted Investment for an Equitable Future.
CoRR, 2024
A Perspective on Foundation Models for the Electric Power Grid.
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CoRR, 2024
GreenFaaS: Maximizing Energy Efficiency of HPC Workloads with FaaS.
CoRR, 2024
Causal Discovery over High-Dimensional Structured Hypothesis Spaces with Causal Graph Partitioning.
CoRR, 2024
Oil & Water? Diffusion of AI Within and Across Scientific Fields.
CoRR, 2024
SciQAG: A Framework for Auto-Generated Scientific Question Answering Dataset with Fine-grained Evaluation.
CoRR, 2024
Automated, Reliable, and Efficient Continental-Scale Replication of 7.3 Petabytes of Climate Simulation Data: A Case Study.
CoRR, 2024
MalleTrain: Deep Neural Network Training on Unfillable Supercomputer Nodes.
CoRR, 2024
Twins in rotational spectroscopy: Does a rotational spectrum uniquely identify a molecule?
CoRR, 2024
FastqZip: An Improved Reference-Based Genome Sequence Lossy Compression Framework.
CoRR, 2024
Steering a Fleet: Adaptation for Large-Scale, Workflow-Based Experiments.
CoRR, 2024
Combining Language and Graph Models for Semi-structured Information Extraction on the Web.
CoRR, 2024
Comprehensive Exploration of Synthetic Data Generation: A Survey.
CoRR, 2024
Zero Code and Infrastructure Research Data Portals.
Proceedings of the Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, 2024
Enabling Remote Management of FaaS Endpoints with Globus Compute Multi-User Endpoints.
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Proceedings of the Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, 2024
MalleTrain: Deep Neural Networks Training on Unfillable Supercomputer Nodes.
Proceedings of the 15th ACM/SPEC International Conference on Performance Engineering, 2024
Unveiling Temporal Performance Deviation: Leveraging Clustering in Microservices Performance Analysis.
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Proceedings of the Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024
Octopus: Experiences with a Hybrid Event-Driven Architecture for Distributed Scientific Computing.
Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024
MProt-DPO: Breaking the ExaFLOPS Barrier for Multimodal Protein Design Workflows with Direct Preference Optimization.
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Proceedings of the International Conference for High Performance Computing, 2024
Establishing a High-Performance and Productive Ecosystem for Distributed Execution of Python Functions Using Globus Compute.
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Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
UniFaaS: Programming across Distributed Cyberinfrastructure with Federated Function Serving.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024
Enhancing Energy Efficiency with Multi-Site Scheduling Strategies.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024
BraggHLS: High-Level Synthesis for Low-Latency Deep Neural Networks for Experimental Science.
Proceedings of the 14th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, 2024
An End-to-End Programming Model for AI Engine Architectures.
Proceedings of the 14th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, 2024
TaPS: A Performance Evaluation Suite for Task-based Execution Frameworks.
Proceedings of the 20th IEEE International Conference on e-Science, 2024
Diaspora: Resilience-Enabling Services for Real-Time Distributed Workflows.
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Proceedings of the 20th IEEE International Conference on e-Science, 2024
An Empirical Investigation of Container Building Strategies and Warm Times to Reduce Cold Starts in Scientific Computing Serverless Functions.
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Proceedings of the 20th IEEE International Conference on e-Science, 2024
Efficient Data-Parallel Continual Learning with Asynchronous Distributed Rehearsal Buffers.
Proceedings of the 24th IEEE International Symposium on Cluster, 2024
2023
Measurement and Applications: Exploring the Challenges and Opportunities of Hierarchical Federated Learning in Sensor Applications.
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IEEE Instrum. Meas. Mag., December, 2023
GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics.
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Int. J. High Perform. Comput. Appl., November, 2023
Serverless Computing: What It Is, and What It Is Not?
Commun. ACM, September, 2023
Globus automation services: Research process automation across the space-time continuum.
Future Gener. Comput. Syst., May, 2023
An Empirical Study of Container Image Configurations and Their Impact on Start Times (Container Image Data).
Dataset, February, 2023
Rural AI: Serverless-Powered Federated Learning for Remote Applications.
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IEEE Internet Comput., 2023
IEEE Internet Comput., 2023
Rapid detection of rare events from in situ X-ray diffraction data using machine learning.
CoRR, 2023
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting.
CoRR, 2023
Accelerating Electronic Stopping Power Predictions by 10 Million Times with a Combination of Time-Dependent Density Functional Theory and Machine Learning.
CoRR, 2023
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism.
CoRR, 2023
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies.
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CoRR, 2023
Exploring Benchmarks for Self-Driving Labs using Color Matching.
CoRR, 2023
Telescope: An Automated Hybrid Forecasting Approach on a Level-Playing Field.
CoRR, 2023
Towards a Modular Architecture for Science Factories.
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CoRR, 2023
nelli: a lightweight frontend for MLIR.
CoRR, 2023
GHP-MOFassemble: Diffusion modeling, high throughput screening, and molecular dynamics for rational discovery of novel metal-organic frameworks for carbon capture at scale.
CoRR, 2023
14 Examples of How LLMs Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon.
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CoRR, 2023
Hierarchical and Decentralised Federated Learning.
CoRR, 2023
OpenHLS: High-Level Synthesis for Low-Latency Deep Neural Networks for Experimental Science.
CoRR, 2023
Active Research Data Management with the Django Globus Portal Framework.
Proceedings of the Practice and Experience in Advanced Research Computing, 2023
Globus Timers: Scheduling Periodic Data Management Actions on Distributed Research Infrastructure.
Proceedings of the Practice and Experience in Advanced Research Computing, 2023
Searching for the Ground Truth: Assessing the Similarity of Benchmarking Runs.
Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023
Accelerating Communications in Federated Applications with Transparent Object Proxies.
Proceedings of the International Conference for High Performance Computing, 2023
Exploring Benchmarks for Self-Driving Labs using Color Matching.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
Fine-grained accelerator partitioning for Machine Learning and Scientific Computing in Function as a Service Platform.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
Linking the Dynamic PicoProbe Analytical Electron-Optical Beam Line / Microscope to Supercomputers.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
Tournament-Based Pretraining to Accelerate Federated Learning.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
Balancing Federated Learning Trade-Offs for Heterogeneous Environments.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023
WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data.
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Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023
MatPropXtractor: Generate to Extract.
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023
Optimizing Scientific Data Transfer on Globus with Error-Bounded Lossy Compression.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023
RAPIDS: Reconciling Availability, Accuracy, and Performance in Managing Geo-Distributed Scientific Data.
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Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023
SECRE: Surrogate-Based Error-Controlled Lossy Compression Ratio Estimation Framework.
Proceedings of the 30th IEEE International Conference on High Performance Computing, 2023
Tomo2Mesh: Fast Porosity Mapping and Visualization for Synchrotron Tomography.
Proceedings of the 19th IEEE International Conference on e-Science, 2023
Can Automated Metadata Extraction Make Scientific Data More Navigable?
Proceedings of the 19th IEEE International Conference on e-Science, 2023
Let's Put the Science in eScience.
Proceedings of the 19th IEEE International Conference on e-Science, 2023
Lazy Python Dependency Management in Large-Scale Systems.
Proceedings of the 19th IEEE International Conference on e-Science, 2023
PSI/J: A Portable Interface for Submitting, Monitoring, and Managing Jobs.
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Proceedings of the 19th IEEE International Conference on e-Science, 2023
An Efficient and Accurate Compression Ratio Estimation Model for SZx.
Proceedings of the IEEE International Conference on Cluster Computing, 2023
An Empirical Study of Container Image Configurations and Their Impact on Start Times.
Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023
FreeTrain: A Framework to Utilize Unused Supercomputer Nodes for Training Neural Networks.
Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023
Memory Injections: Correcting Multi-Hop Reasoning Failures During Inference in Transformer-Based Language Models.
Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, 2023
Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision.
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Proceedings of the IEEE/ACM 10th International Conference on Big Data Computing, 2023
The Diminishing Returns of Masked Language Models to Science.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
Improving I/O Performance for Exascale Applications Through Online Data Layout Reorganization.
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IEEE Trans. Parallel Distributed Syst., 2022
Deep Neural Network Training With Distributed K-FAC.
IEEE Trans. Parallel Distributed Syst., 2022
Optimizing Error-Bounded Lossy Compression for Scientific Data With Diverse Constraints.
IEEE Trans. Parallel Distributed Syst., 2022
$f$funcX: Federated Function as a Service for Science.
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IEEE Trans. Parallel Distributed Syst., 2022
MemXCT: Design, Optimization, Scaling, and Reproducibility of X-Ray Tomography Imaging.
IEEE Trans. Parallel Distributed Syst., 2022
Data-Driven Cloud Clustering via a Rotationally Invariant Autoencoder.
IEEE Trans. Geosci. Remote. Sens., 2022
AICCA: AI-Driven Cloud Classification Atlas.
Remote. Sens., 2022
Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow.
Proc. VLDB Endow., 2022
Linking scientific instruments and computation: Patterns, technologies, and experiences.
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Patterns, 2022
High-Throughput Virtual Screening and Validation of a SARS-CoV-2 Main Protease Noncovalent Inhibitor.
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J. Chem. Inf. Model., 2022
Intelligent resolution: Integrating Cryo-EM with AI-driven multi-resolution simulations to observe the severe acute respiratory syndrome coronavirus-2 replication-transcription machinery in action.
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Int. J. High Perform. Comput. Appl., 2022
The Exascale Framework for High Fidelity coupled Simulations (EFFIS): Enabling whole device modeling in fusion science.
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Int. J. High Perform. Comput. Appl., 2022
Insight into cloud processes from unsupervised classification with a rotationally invariant autoencoder.
CoRR, 2022
FAIR for AI: An interdisciplinary, international, inclusive, and diverse community building perspective.
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CoRR, 2022
Cloud Classification with Unsupervised Deep Learning.
CoRR, 2022
funcX: Federated Function as a Service for Science.
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CoRR, 2022
Deep learning at the edge enables real-time streaming ptychographic imaging.
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CoRR, 2022
Masked Sinogram Model with Transformer for ill-Posed Computed Tomography Reconstruction: a Preliminary Study.
CoRR, 2022
Playing catch-up in building an open research commons.
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CoRR, 2022
FAIR principles for AI models, with a practical application for accelerated high energy diffraction microscopy.
CoRR, 2022
ScholarBERT: Bigger is Not Always Better.
CoRR, 2022
Extended Abstract: Productive Parallel Programming with Parsl.
CoRR, 2022
Real-Time Streaming and Event-driven Control of Scientific Experiments.
CoRR, 2022
3D Convolutional Neural Networks for Dendrite Segmentation Using Fine-Tuning and Hyperparameter Optimization.
CoRR, 2022
Linking Scientific Instruments and HPC: Patterns, Technologies, Experiences.
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CoRR, 2022
A codesign framework for online data analysis and reduction.
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Concurr. Comput. Pract. Exp., 2022
CUF-Links: Continuous and Ubiquitous FAIRness Linkages for Reproducible Research.
Computer, 2022
More Real Than Real: The Race to Simulate Everything.
Computer, 2022
RADICAL-Pilot and Parsl: Executing Heterogeneous Workflows on HPC Platforms.
Proceedings of the IEEE/ACM Workshop on Workflows in Support of Large-Scale Science, 2022
Assessing the Current State of AWS Spot Market Forecastability.
Proceedings of the IEEE/ACM International Workshop on Interoperability of Supercomputing and Cloud Technologies, 2022
Coupling streaming AI and HPC ensembles to achieve 100-1000× faster biomolecular simulations.
Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022
Models and Metrics for Mining Meaningful Metadata.
Proceedings of the Computational Science - ICCS 2022, 2022
SciStream: Architecture and Toolkit for Data Streaming between Federated Science Instruments.
Proceedings of the HPDC '22: The 31st International Symposium on High-Performance Parallel and Distributed Computing, Minneapolis, MN, USA, 27 June 2022, 2022
HiPS2022: The 2nd Workshop on High Performance Serverless Computing.
Proceedings of the HPDC '22: The 31st International Symposium on High-Performance Parallel and Distributed Computing, Minneapolis, MN, USA, 27 June 2022, 2022
Large Scale Caching and Streaming of Training Data for Online Deep Learning.
Proceedings of the FlexScience '22: Proceedings of the 12th Workshop on AI and Scientific Computing at Scale using Flexible Computing Infrastructures, 2022
Automated metadata extraction: challenges and opportunities.
Proceedings of the 18th IEEE International Conference on e-Science, 2022
Tracking Dubious Data: Protecting Scientific Workflows from Invalidated Experiments.
Proceedings of the 18th IEEE International Conference on e-Science, 2022
FLoX: Federated Learning with FaaS at the Edge.
Proceedings of the 18th IEEE International Conference on e-Science, 2022
Exploring Tradeoffs in Federated Learning on Serverless Computing Architectures.
Proceedings of the 18th IEEE International Conference on e-Science, 2022
fairDMS: Rapid Model Training by Data and Model Reuse.
Proceedings of the IEEE International Conference on Cluster Computing, 2022
Adaptive Edge-Cloud Environments for Rural AI.
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Proceedings of the IEEE International Conference on Services Computing, 2022
2021
FTK: A Simplicial Spacetime Meshing Framework for Robust and Scalable Feature Tracking.
IEEE Trans. Vis. Comput. Graph., 2021
Design and Evaluation of a Simple Data Interface for Efficient Data Transfer across Diverse Storage.
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2021
DLHub: Simplifying publication, discovery, and use of machine learning models in science.
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J. Parallel Distributed Comput., 2021
Translating the grid: How a translational approach shaped the development of grid computing.
J. Comput. Sci., 2021
Uncertainty-Informed Deep Transfer Learning of Perfluoroalkyl and Polyfluoroalkyl Substance Toxicity.
J. Chem. Inf. Model., 2021
Online data analysis and reduction: An important Co-design motif for extreme-scale computers.
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Int. J. High Perform. Comput. Appl., 2021
Co-design Center for Exascale Machine Learning Technologies (ExaLearn).
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Int. J. High Perform. Comput. Appl., 2021
End-to-end online performance data capture and analysis for scientific workflows.
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Future Gener. Comput. Syst., 2021
Serverless Computing (Dagstuhl Seminar 21201).
Dagstuhl Reports, 2021
BFTrainer: Low-Cost Training of Neural Networks on Unfillable Supercomputer Nodes.
CoRR, 2021
Bridge Data Center AI Systems with Edge Computing for Actionable Information Retrieval.
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CoRR, 2021
Scalable Multigrid-based Hierarchical Scientific Data Refactoring on GPUs.
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CoRR, 2021
A National Discovery Cloud: Preparing the US for Global Competitiveness in the New Era of 21st Century Digital Transformation.
CoRR, 2021
Achieving 100X faster simulations of complex biological phenomena by coupling ML to HPC ensembles.
CoRR, 2021
Towards Accommodating Real-time Jobs on HPC Platforms.
CoRR, 2021
Fast and accurate learned multiresolution dynamical downscaling for precipitation.
CoRR, 2021
AI- and HPC-enabled Lead Generation for SARS-CoV-2: Models and Processes to Extract Druglike Molecules Contained in Natural Language Text.
CoRR, 2021
Advancing Computing's Foundation of US Industry & Society.
CoRR, 2021
Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval.
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Proceedings of the 3rd Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing, 2021
Braid-DB: Toward AI-Driven Science with Machine Learning Provenance.
Proceedings of the Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation, 2021
High-Performance Ptychographic Reconstruction with Federated Facilities.
Proceedings of the Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation, 2021
Bootstrapping in-situ workflow auto-tuning via combining performance models of component applications.
Proceedings of the International Conference for High Performance Computing, 2021
KAISA: an adaptive second-order optimizer framework for deep neural networks.
Proceedings of the International Conference for High Performance Computing, 2021
Understanding Effectiveness of Multi-Error-Bounded Lossy Compression for Preserving Ranges of Interest in Scientific Analysis.
Proceedings of the 2021 7th International Workshop on Data Analysis and Reduction for Big Scientific Data, 2021
In-situ workflow auto-tuning through combining component models.
Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021
Cross Inference of Throughput Profiles Using Micro Kernel Network Method.
Proceedings of the Machine Learning for Networking - 4th International Conference, 2021
Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing.
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Proceedings of the IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2021
Lightweight Function Monitors for Fine-Grained Management in Large Scale Python Applications.
Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021
Coding the Computing Continuum: Fluid Function Execution in Heterogeneous Computing Environments.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021
Accelerating Multigrid-based Hierarchical Scientific Data Refactoring on GPUs.
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Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021
Proxima: accelerating the integration of machine learning in atomistic simulations.
Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021
Topology-aware optimizations for multi-GPU ptychographic image reconstruction.
Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021
IMPECCABLE: Integrated Modeling PipelinE for COVID Cure by Assessing Better LEads.
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Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021
3d Autoencoders For Feature Extraction In X-Ray Tomography.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
A Serverless Framework for Distributed Bulk Metadata Extraction.
Proceedings of the HPDC '21: The 30th International Symposium on High-Performance Parallel and Distributed Computing, 2021
Expanding Cost-Aware Function Execution with Multidimensional Notions of Cost.
Proceedings of the HiPS@HPDC 2021: Proceedings of the 1st Workshop on High Performance Serverless Computing, 2021
Optimizing Multi-Range based Error-Bounded Lossy Compression for Scientific Datasets.
Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021
Ultrafast Focus Detection for Automated Microscopy.
Proceedings of the 17th IEEE International Conference on eScience, 2021
Cloud Clustering Over January 2003 via Scalable Rotationally Invariant Autoencoder.
Proceedings of the 17th IEEE International Conference on eScience, 2021
Gold Panning: Automatic Extraction of Scientific Information from Publications.
Proceedings of the 17th IEEE International Conference on eScience, 2021
Enhancing Automated FaaS with Cost-aware Provisioning of Cloud Resources.
Proceedings of the 17th IEEE International Conference on eScience, 2021
Federated Function as a Service for eScience.
Proceedings of the 17th IEEE International Conference on eScience, 2021
2020
Using the FACE-IT portal and workflow engine for operational food quality prediction and assessment: An application to mussel farms monitoring in the Bay of Napoli, Italy.
Future Gener. Comput. Syst., 2020
Infrastructure for Artificial Intelligence, Quantum and High Performance Computing.
CoRR, 2020
Confluence of Artificial Intelligence and High Performance Computing for Accelerated, Scalable and Reproducible Gravitational Wave Detection.
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CoRR, 2020
The Rise of AI-Driven Simulators: Building a New Crystal Ball.
CoRR, 2020
HydroNet: Benchmark Tasks for Preserving Intermolecular Interactions and Structural Motifs in Predictive and Generative Models for Molecular Data.
CoRR, 2020
FTK: A High-Dimensional Simplicial Meshing Framework for Robust and Scalable Feature Tracking.
CoRR, 2020
The Data Station: Combining Data, Compute, and Market Forces.
CoRR, 2020
BraggNN: Fast X-ray Bragg Peak Analysis Using Deep Learning.
CoRR, 2020
In-situ Workflow Auto-tuning via Combining Performance Models of Component Applications.
CoRR, 2020
Accelerating Multigrid-based Hierarchical Scientific Data Refactoring on GPUs.
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CoRR, 2020
Targeting SARS-CoV-2 with AI- and HPC-enabled Lead Generation: A First Data Release.
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CoRR, 2020
An Open Ecosystem for Pervasive Use of Persistent Identifiers.
Proceedings of the PEARC '20: Practice and Experience in Advanced Research Computing, 2020
OAuth SSH with Globus Auth.
Proceedings of the PEARC '20: Practice and Experience in Advanced Research Computing, 2020
The Manufacturing Data and Machine Learning Platform: Enabling Real-time Monitoring and Control of Scientific Experiments via IoT.
Proceedings of the 6th IEEE World Forum on Internet of Things, 2020
Deep Learning-based Low-dose Tomography Reconstruction with Hybrid-dose Measurements.
Proceedings of the 6th IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2020
Convolutional neural network training with distributed K-FAC.
Proceedings of the International Conference for High Performance Computing, 2020
Towards Online Steering of Flame Spray Pyrolysis Nanoparticle Synthesis.
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Proceedings of the 2nd IEEE/ACM Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing, 2020
Petascale XCT: 3D image reconstruction with hierarchical communications on multi-GPU nodes.
Proceedings of the International Conference for High Performance Computing, 2020
Tomographic Reconstruction of Dynamic Features with Streaming Sliding Subsets.
Proceedings of the 2nd IEEE/ACM Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing, 2020
Efficient I/O for Neural Network Training with Compressed Data.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020
Characterization and identification of HPC applications at leadership computing facility.
Proceedings of the ICS '20: 2020 International Conference on Supercomputing, 2020
Feature-preserving Lossy Compression for In Situ Data Analysis.
Proceedings of the ICPP Workshops '20: Workshops, Edmonton, AB, Canada, August 17-20, 2020, 2020
SciNER: Extracting Named Entities from Scientific Literature.
Proceedings of the Computational Science - ICCS 2020, 2020
funcX: A Federated Function Serving Fabric for Science.
Proceedings of the HPDC '20: The 29th International Symposium on High-Performance Parallel and Distributed Computing, 2020
2019
Workflow-based automatic processing for Internet of Floating Things crowdsourced data.
Future Gener. Comput. Syst., 2019
Open Source Software Sustainability Models: Initial White Paper from the Information Technology for Cancer Research Sustainability and Industry Partnership Work Group.
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CoRR, 2019
Serverless Supercomputing: High Performance Function as a Service for Science.
CoRR, 2019
TomoGAN: Low-Dose X-Ray Tomography with Generative Adversarial Networks.
CoRR, 2019
Publishing and Serving Machine Learning Models with DLHub.
Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 2019
Scalable Parallel Programming in Python with Parsl.
Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 2019
Petrel: A Programmatically Accessible Research Data Service.
Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 2019
Towards High Performance Data Analytics for Climate Change.
Proceedings of the High Performance Computing, 2019
Estimation of RTT and Loss Rate of Wide-Area Connections Using MPI Measurements.
Proceedings of the 2019 IEEE/ACM Innovating the Network for Data-Intensive Science, 2019
A Codesign Framework for Online Data Analysis and Reduction.
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Proceedings of the 2019 IEEE/ACM Workflows in Support of Large-Scale Science, 2019
Deep Learning Accelerated Light Source Experiments.
Proceedings of the Third IEEE/ACM Workshop on Deep Learning on Supercomputers, 2019
MemXCT: memory-centric X-ray CT reconstruction with massive parallelization.
Proceedings of the International Conference for High Performance Computing, 2019
Scientific Image Restoration Anywhere.
Proceedings of the 1st IEEE/ACM Annual Workshop on Large-scale Experiment-in-the-Loop Computing, 2019
Aggregating Local Storage for Scalable Deep Learning I/O.
Proceedings of the Third IEEE/ACM Workshop on Deep Learning on Supercomputers, 2019
Big Data Bags: A Scalable Packaging Format for Science.
Proceedings of Workshop on Research Objects (RO2019), 2019
Machine Learning Methods for Connection RTT and Loss Rate Estimation Using MPI Measurements Under Random Losses.
Proceedings of the Machine Learning for Networking, 2019
Serverless Workflows for Indexing Large Scientific Data.
Proceedings of the 5th International Workshop on Serverless Computing, 2019
IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019
DLHub: Model and Data Serving for Science.
Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019
StormSeeker: A Machine-Learning-Based Mediterranean Storm Tracer.
Proceedings of the Internet and Distributed Computing Systems, 2019
Elastic Data Transfer Infrastructure (DTI) on the Chameleon Cloud.
Proceedings of the 27th IEEE International Conference on Network Protocols, 2019
Measurements and analytics of wide-area file transfers over dedicated connections.
Proceedings of the 20th International Conference on Distributed Computing and Networking, 2019
Creating Training Data for Scientific Named Entity Recognition with Minimal Human Effort.
Proceedings of the Computational Science - ICCS 2019, 2019
Deconstructing the 2017 Changes to AWS Spot Market Pricing.
Proceedings of the 10th Workshop on Scientific Cloud Computing, 2019
Parsl: Pervasive Parallel Programming in Python.
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Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing, 2019
Active Learning Yields Better Training Data for Scientific Named Entity Recognition.
Proceedings of the 15th International Conference on eScience, 2019
Toward an Elastic Data Transfer Infrastructure.
Proceedings of the 15th International Conference on eScience, 2019
Serverless Science for Simple, Scalable, and Shareable Scholarship.
Proceedings of the 15th International Conference on eScience, 2019
FSMonitor: Scalable File System Monitoring for Arbitrary Storage Systems.
Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019
ParaOpt: Automated Application Parameterization and Optimization for the Cloud.
Proceedings of the 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2019
Data Transfer between Scientific Facilities - Bottleneck Analysis, Insights and Optimizations.
Proceedings of the 19th IEEE/ACM International Symposium on Cluster, 2019
Measuring, Quantifying, and Predicting the Cost-Accuracy Tradeoff.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Scalable pCT Image Reconstruction Delivered as a Cloud Service.
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IEEE Trans. Cloud Comput., 2018
Bridging the gap between peak and average loads on science networks.
Future Gener. Comput. Syst., 2018
Toward a smart data transfer node.
Future Gener. Comput. Syst., 2018
Transferring a petabyte in a day.
Future Gener. Comput. Syst., 2018
Advance reservation access control using software-defined networking and tokens.
Future Gener. Comput. Syst., 2018
BioWorkbench: A High-Performance Framework for Managing and Analyzing Bioinformatics Experiments.
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CoRR, 2018
Globus Platform Services for Data Publication.
Proceedings of the Practice and Experience on Advanced Research Computing, 2018
Profiling and Predicting Application Performance on the Cloud.
Proceedings of the 11th IEEE/ACM International Conference on Utility and Cloud Computing, 2018
Throughput Analytics of Data Transfer Infrastructures.
Proceedings of the Testbeds and Research Infrastructures for the Development of Networks and Communications, 2018
Reproducible big data science: A case study in continuous FAIRness.
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Proceedings of Workshop on Research Objects (RO2018), 2018
Convergent downstream candidate mechanisms of independent intergenic polymorphisms between co-classified diseases implicate epistasis among noncoding elements.
Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018
Learning Concave-Convex Profiles of Data Transport over Dedicated Connections.
Proceedings of the Machine Learning for Networking - First International Conference, 2018
Building a Wide-Area File Transfer Performance Predictor: An Empirical Study.
Proceedings of the Machine Learning for Networking - First International Conference, 2018
Parsl: Scalable Parallel Scripting in Python.
Proceedings of the 10th International Workshop on Science Gateways, 2018
Performance, Resilience, and Security in Moving Data from the Fog to the Cloud: The DYNAMO Transfer Framework Approach.
Proceedings of the Internet and Distributed Computing Systems, 2018
A Comprehensive Study of Wide Area Data Movement at a Scientific Computing Facility.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018
Democratizing Network Reservations through Application-Aware Orchestration.
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018
DYNAMO: Distributed Leisure Yacht-Carried Sensor-Network for Atmosphere and Marine Data Crowdsourcing Applications.
Proceedings of the 2018 IEEE International Conference on Cloud Engineering, 2018
Cross-geography scientific data transferring trends and behavior.
Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing, 2018
Towards Autonomic Science Infrastructure: Architecture, Limitations, and Open Issues.
Proceedings of the 1st International Workshop on Autonomous Infrastructure for Science, 2018
High-Throughput Neuroanatomy and Trigger-Action Programming: A Case Study in Research Automation.
Proceedings of the 1st International Workshop on Autonomous Infrastructure for Science, 2018
Predicting Amazon Spot Prices with LSTM Networks.
Proceedings of the 9th Workshop on Scientific Cloud Computing, 2018
Skluma: An Extensible Metadata Extraction Pipeline for Disorganized Data.
Proceedings of the 14th IEEE International Conference on e-Science, 2018
Coupling Exascale Multiphysics Applications: Methods and Lessons Learned.
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Proceedings of the 14th IEEE International Conference on e-Science, 2018
Towards an Open (Data) Science Analytics-Hub for Reproducible Multi-Model Climate Analysis at Scale.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Comparative Performance Evaluation of High-performance Data Transfer Tools.
Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2018
2017
The Modern Research Data Portal: A design pattern for networked, data-intensive science.
PeerJ Prepr., 2017
Guest Editorial for Hybrid Parallelism in New HPC Systems.
Int. J. Parallel Program., 2017
Cost-Aware Cloud Profiling, Prediction, and Provisioning as a Service.
IEEE Cloud Comput., 2017
Globus: Research Data Management as Service and Platform.
Proceedings of the Practice and Experience in Advanced Research Computing 2017: Sustainability, 2017
Skluma: A Statistical Learning Pipeline for Taming Unkempt Data Repositories.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017
Toward scalable monitoring on large-scale storage for software defined cyberinfrastructure.
Proceedings of the 2nd Joint International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems, 2017
Processing of crowd-sourced data from an internet of floating things.
Proceedings of the 12th Workshop on Workflows in Support of Large-Scale Science, 2017
Supporting Real-Time Jobs on the IBM Blue Gene/Q: Simulation-Based Study.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 2017
Ripple: Home Automation for Research Data Management.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems Workshops, 2017
Exacution: Enhancing Scientific Data Management for Exascale.
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Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
Software Defined Cyberinfrastructure.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
Experiments and Analyses of Data Transfers over Wide-Area Dedicated Connections.
Proceedings of the 26th International Conference on Computer Communication and Networks, 2017
TCP Throughput Profiles Using Measurements over Dedicated Connections.
Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017
Explaining Wide Area Data Transfer Performance.
Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017
Computing Just What You Need: Online Data Analysis and Reduction at Extreme Scales.
Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017
Computing Just What You Need: Online Data Analysis and Reduction at Extreme Scales.
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Proceedings of the Euro-Par 2017: Parallel Processing - 23rd International Conference on Parallel and Distributed Computing, Santiago de Compostela, Spain, August 28, 2017
Towards a Hybrid Human-Computer Scientific Information Extraction Pipeline.
Proceedings of the 13th IEEE International Conference on e-Science, 2017
Safe Double Blind Studies as a Service.
Proceedings of the 13th IEEE International Conference on e-Science, 2017
On Analytics of File Transfer Rates over Dedicated Wide-Area Connections.
Proceedings of the 13th IEEE International Conference on e-Science, 2017
A Mathematical Programming- and Simulation-Based Framework to Evaluate Cyberinfrastructure Design Choices.
Proceedings of the 13th IEEE International Conference on e-Science, 2017
Software Defined Cyberinfrastructure for Data Management.
Proceedings of the 13th IEEE International Conference on e-Science, 2017
Real-Time Data Analysis and Autonomous Steering of Synchrotron Light Source Experiments.
Proceedings of the 13th IEEE International Conference on e-Science, 2017
Safe Collections and Stewardship on Cloud Kotta.
Proceedings of the 13th IEEE International Conference on e-Science, 2017
Numerical and Implementation Issues in Food Quality Modeling for Human Diseases Prevention.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017
2016
Globus Nexus: A Platform-as-a-Service provider of research identity, profile, and group management.
Future Gener. Comput. Syst., 2016
Science as a Service [Guest editors' introduction].
Comput. Sci. Eng., 2016
Globus: Recent Enhancements and Future Plans.
Proceedings of the XSEDE16 Conference on Diversity, 2016
Energy-efficient data transfer: Bits vs. atoms.
Proceedings of the 24th International Conference on Software, 2016
WaComM: A Parallel Water Quality Community Model for Pollutant Transport and Dispersion Operational Predictions.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016
Klimatic: A Virtual Data Lake for Harvesting and Distribution of Geospatial Data.
Proceedings of the 1st Joint International Workshop on Parallel Data Storage and data Intensive Scalable Computing Systems, 2016
Applications of the FACE-IT Data Science Portal and Workflow Engine for Operational Food Quality Prediction and Assessment: Mussel Farm Monitoring in the Bay of Napoli, Italy.
Proceedings of the 11th Workshop on Workflows in Support of Large-Scale Science co-located with The International Conference for High Performance Computing, 2016
An Ensemble-Based Recommendation Engine for Scientific Data Transfers.
Proceedings of the Seventh International Workshop on Data-Intensive Computing in the Clouds, 2016
Differentiated Scheduling of Response-Critical and Best-Effort Wide-Area Data Transfers.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016
Improving Data Transfer Throughput with Direct Search Optimization.
Proceedings of the 45th International Conference on Parallel Processing, 2016
Measurement-based performance profiles and dynamics of UDT over dedicated connections.
Proceedings of the 24th IEEE International Conference on Network Protocols, 2016
A Hybrid Human-computer Approach to the Extraction of Scientific Facts from the Literature.
Proceedings of the International Conference on Computational Science 2016, 2016
The Discovery Cloud: Accelerating and Democratizing Research on a Global Scale.
Proceedings of the 2016 IEEE International Conference on Cloud Engineering, 2016
Experimental Analysis of File Transfer Rates over Wide-Area Dedicated Connections.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016
Globus auth: A research identity and access management platform.
Proceedings of the 12th IEEE International Conference on e-Science, 2016
An in-memory based framework for scientific data analytics.
Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016
An Automated Tool Profiling Service for the Cloud.
Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016
I'll take that to go: Big data bags and minimal identifiers for exchange of large, complex datasets.
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Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Reasoning About Discovery Clouds.
Proceedings of the Application and Theory of Petri Nets and Concurrency, 2016
Big Data Technologies for Biomedical Knowledge Discovery.
Proceedings of the AMIA 2016, 2016
Challenges and Opportunities for Dataflow Processing on Exascale Computers.
Proceedings of the Sixth Workshop on Data-Flow Execution Models for Extreme Scale Computing, 2016
2015
Sharing and Reproducing Database Applications.
Proc. VLDB Endow., 2015
Big biomedical data as the key resource for discovery science.
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J. Am. Medical Informatics Assoc., 2015
A community-oriented workflow reuse and recommendation technique.
Int. J. Bus. Process. Integr. Manag., 2015
FACE-IT: A science gateway for food security research.
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Concurr. Comput. Pract. Exp., 2015
The Globus Galaxies platform: delivering science gateways as a service.
Concurr. Comput. Pract. Exp., 2015
Estimating graph distance and centrality on shared nothing architectures.
Concurr. Comput. Pract. Exp., 2015
Globus platform-as-a-service for collaborative science applications.
Concurr. Comput. Pract. Exp., 2015
Consensus Genotyper for Exome Sequencing (CGES): improving the quality of exome variant genotypes.
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Bioinform., 2015
Jetstream: a self-provisioned, scalable science and engineering cloud environment.
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Proceedings of the 2015 XSEDE Conference: Scientific Advancements Enabled by Enhanced Cyberinfrastructure, St. Louis, MO, USA, July 26, 2015
Interlanguage parallel scripting for distributed-memory scientific computing.
Proceedings of the 10th Workshop on Workflows in Support of Large-Scale Science, 2015
An elegant sufficiency: load-aware differentiated scheduling of data transfers.
Proceedings of the International Conference for High Performance Computing, 2015
Using Active Data to Provide Smart Data Surveillance to E-Science Users.
Proceedings of the 23rd Euromicro International Conference on Parallel, 2015
LDV: Light-weight database virtualization.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
Lessons from Industry for Science Cyberinfrastructure: Simplicity, Scale, and Sustainability via SaaS/PaaS.
Proceedings of the 1st Workshop on The Science of Cyberinfrastructure, 2015
Jetstream: A Distributed Cloud Infrastructure for Underresourced higher education communities.
Proceedings of the 1st Workshop on The Science of Cyberinfrastructure, 2015
Sustained Wide-Area TCP Memory Transfers over Dedicated Connections.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015
Rapid Tomographic Image Reconstruction via Large-Scale Parallelization.
Proceedings of the Euro-Par 2015: Parallel Processing, 2015
Globus Data Publication as a Service: Lowering Barriers to Reproducible Science.
Proceedings of the 11th IEEE International Conference on e-Science, 2015
Cost-Aware Cloud Provisioning.
Proceedings of the 11th IEEE International Conference on e-Science, 2015
Toward Interlanguage Parallel Scripting for Distributed-Memory Scientific Computing.
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015
Building Bridges from the Campus to XSEDE.
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015
Big Data Remote Access Interfaces for Light Source Science.
Proceedings of the 2nd IEEE/ACM International Symposium on Big Data Computing, 2015
Cost-Aware Elastic Cloud Provisioning for Scientific Workloads.
Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015
2014
Lynx web services for annotations and systems analysis of multi-gene disorders.
Nucleic Acids Res., 2014
Cloud-based bioinformatics workflow platform for large-scale next-generation sequencing analyses.
J. Biomed. Informatics, 2014
'N-of-1-<i>pathways</i>' unveils personal deregulated mechanisms from a single pair of RNA-Seq samples: towards precision medicine.
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J. Am. Medical Informatics Assoc., 2014
The parallel system for integrating impact models and sectors (pSIMS).
Environ. Model. Softw., 2014
Plenario: An Open Data Discovery and Exploration Platform for Urban Science.
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IEEE Data Eng. Bull., 2014
XSEDE: Accelerating Scientific Discovery.
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Comput. Sci. Eng., 2014
Special Issue for Emerging Computational Methods for the Life Sciences Workshop.
Concurr. Comput. Pract. Exp., 2014
Emerging Computational Methods for the Life Sciences Workshop 2012.
Concurr. Comput. Pract. Exp., 2014
Experiences building Globus Genomics: a next-generation sequencing analysis service using Galaxy, Globus, and Amazon Web Services.
Concurr. Comput. Pract. Exp., 2014
Efficient and Secure Transfer, Synchronization, and Sharing of Big Data.
IEEE Cloud Comput., 2014
Supercomputing for the parallelization of whole genome analysis.
Bioinform., 2014
A Community-Driven Workflow Recommendations and Reuse Infrastructure.
Proceedings of the 8th IEEE International Symposium on Service Oriented System Engineering, 2014
A cloud-based image analysis gateway for traumatic brain injury research.
Proceedings of the 9th Gateway Computing Environments Workshop, 2014
Compiler Techniques for Massively Scalable Implicit Task Parallelism.
Proceedings of the International Conference for High Performance Computing, 2014
Auditing and Maintaining Provenance in Software Packages.
Proceedings of the Provenance and Annotation of Data and Processes, 2014
Benchmarking cloud-based tagging services.
Proceedings of the Workshops Proceedings of the 30th International Conference on Data Engineering Workshops, 2014
Design and evaluation of the gemtc framework for GPU-enabled many-task computing.
Proceedings of the 23rd International Symposium on High-Performance Parallel and Distributed Computing, 2014
Ophidia: A full software stack for scientific data analytics.
Proceedings of the International Conference on High Performance Computing & Simulation, 2014
Networking Materials Data: Accelerating Discovery at Experimental Facilities.
Proceedings of the Big Data and High Performance Computing, 2014
Globus Nexus: Research Identity, Profile, and Group Management as a Service.
Proceedings of the 10th IEEE International Conference on e-Science, 2014
Compiler Optimization for Extreme-Scale Scripting.
Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014
Big Data Staging with MPI-IO for Interactive X-ray Science.
Proceedings of the 1st IEEE/ACM International Symposium on Big Data Computing, 2014
2013
Turbine: A Distributed-memory Dataflow Engine for High Performance Many-task Applications.
Fundam. Informaticae, 2013
Experiences in building a next-generation sequencing analysis service using galaxy, globus online and Amazon web service.
Proceedings of the Extreme Science and Engineering Discovery Environment: Gateway to Discovery, 2013
The parallel system for integrating impact models and sectors (pSIMS).
Proceedings of the Extreme Science and Engineering Discovery Environment: Gateway to Discovery, 2013
Using Provenance for Repeatability.
Proceedings of the 5th Workshop on the Theory and Practice of Provenance, 2013
Parallelizing the execution of sequential scripts.
Proceedings of the International Conference for High Performance Computing, 2013
Distributed tools deployment and management for multiple galaxy instances in globus genomics.
Proceedings of WORKS 2013: 8th Workshop On Workflows in Support of Large-Scale Science, 2013
Dataflow coordination of data-parallel tasks via MPI 3.0.
Proceedings of the 20th European MPI Users's Group Meeting, 2013
Swift/T: scalable data flow programming for many-task applications.
Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2013
HPCS 2013 tutorials: Tutorial I: Globus online: Research data management as a service.
Proceedings of the International Conference on High Performance Computing & Simulation, 2013
HPCS 2013 Keynotes: Tuesday keynote: Big process for big data.
Proceedings of the International Conference on High Performance Computing & Simulation, 2013
Ophidia: Toward Big Data Analytics for eScience.
Proceedings of the International Conference on Computational Science, 2013
MTC envelope: defining the capability of large scale computers in the context of parallel scripting applications.
Proceedings of the 22nd International Symposium on High-Performance Parallel and Distributed Computing, 2013
Science as a service: how on-demand computing can accelerate discovery.
Proceedings of the ScienceCloud'13, 2013
Provenance traces of the swift parallel scripting system.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013
Lens: A Faceted Browser for Research Networking Platforms.
Proceedings of the 9th IEEE International Conference on eScience, 2013
Enabling multi-task computation on Galaxy-based gateways using swift.
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013
Globus Nexus: An identity, profile, and group management platform for science gateways and other collaborative science applications.
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013
Swift/T: Large-Scale Application Composition via Distributed-Memory Dataflow Processing.
Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013
A big data analytics framework for scientific data management.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
2012
MTCProv: a practical provenance query framework for many-task scientific computing.
Distributed Parallel Databases, 2012
Software as a service for data scientists.
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Commun. ACM, 2012
What is campus bridging and what is XSEDE doing about it?
Proceedings of the 1st Conference of the Extreme Science and Engineering Discovery Environment, 2012
SaaS for science: the path to reality for research in the cloud.
Proceedings of the 1st Conference of the Extreme Science and Engineering Discovery Environment, 2012
Campus bridging made easy via Globus services.
Proceedings of the 1st Conference of the Extreme Science and Engineering Discovery Environment, 2012
Turbine: a distributed-memory dataflow engine for extreme-scale many-task applications.
Proceedings of the 1st ACM SIGMOD Workshop on Scalable Workflow Execution Engines and Technologies, 2012
Design and analysis of data management in scalable parallel scripting.
Proceedings of the SC Conference on High Performance Computing Networking, 2012
On using virtual circuits for GridFTP transfers.
Proceedings of the SC Conference on High Performance Computing Networking, 2012
Deploying Bioinformatics Workflows on Clouds with Galaxy and Globus Provision.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012
Poster: Bringing Task and Data Parallelism to Analysis of Climate Model Output.
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Proceedings of the 2012 SC Companion: High Performance Computing, 2012
Abstract: Bringing Task and Data Parallelism to Analysis of Climate Model Output.
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Proceedings of the 2012 SC Companion: High Performance Computing, 2012
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012
SOLE: Linking Research Papers with Science Objects.
Proceedings of the Provenance and Annotation of Data and Processes, 2012
Addressing data access needs of the long-tail distribution of geoscientists.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Job and data clustering for aggregate use of multiple production cyberinfrastructures.
Proceedings of the DIDC'12, 2012
2011
Guest Editors' Introduction: Special Section on Many-Task Computing.
IEEE Trans. Parallel Distributed Syst., 2011
The Small World of File Sharing.
IEEE Trans. Parallel Distributed Syst., 2011
Reshaping text data for efficient processing on Amazon EC2.
Sci. Program., 2011
Swift: A language for distributed parallel scripting.
Parallel Comput., 2011
Enabling collaborative research using the Biomedical Informatics Research Network (BIRN).
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J. Am. Medical Informatics Assoc., 2011
Globus Online: Accelerating and Democratizing Science through Cloud-Based Services.
IEEE Internet Comput., 2011
Provenance management in Swift.
Future Gener. Comput. Syst., 2011
Moving huge scientific datasets over the Internet.
Concurr. Comput. Pract. Exp., 2011
Globus XIO pipe open driver: enabling GridFTP to leverage standard Unix tools.
Proceedings of the 2011 TeraGrid Conference - Extreme Digital Discovery, 2011
Data-intensive CyberShake computations on an opportunistic cyberinfrastructure.
Proceedings of the 2011 TeraGrid Conference - Extreme Digital Discovery, 2011
Provenance Query Patterns for Many-Task Scientific Computing.
Proceedings of the 3rd Workshop on the Theory and Practice of Provenance, 2011
AME: an anyscale many-task computing engine.
Proceedings of the WORKS'11, 2011
A distributed look-up architecture for text mining applications using MapReduce.
Proceedings of the Conference on High Performance Computing Networking, 2011
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011
Toward Semantics Empowered Biomedical Web Services.
Proceedings of the IEEE International Conference on Web Services, 2011
Improving the efficiency of subset queries on raster images.
Proceedings of the 2011 Second International Workshop on High Performance and Distributed Geographic Information Systems, 2011
Recommend-As-You-Go: A Novel Approach Supporting Services-Oriented Scientific Workflow Reuse.
Proceedings of the IEEE International Conference on Services Computing, 2011
ServiceMap: Providing Map and GPS Assistance to Service Composition in Bioinformatics.
Proceedings of the IEEE International Conference on Services Computing, 2011
Providing Map and GPS Assistance to Service Composition in Bioinformatics.
Proceedings of the IEEE International Conference on Services Computing, 2011
2010
A comparison of using Taverna and BPEL in building scientific workflows: the case of caGrid.
Concurr. Comput. Pract. Exp., 2010
In search of simplicity: a self-organizing group communication overlay.
Concurr. Comput. Pract. Exp., 2010
Global-scale distributed I/O with ParaMEDIC.
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Concurr. Comput. Pract. Exp., 2010
Network Analysis of Scientific Workflows: A Gateway to Reuse.
Computer, 2010
Middleware support for many-task computing.
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Clust. Comput., 2010
caGrid Workflow Toolkit: A Taverna based workflow tool for cancer Grid.
BMC Bioinform., 2010
Scheduling many-task workloads on supercomputers: Dealing with trailing tasks.
Proceedings of the 3rd Workshop on Many-Task Computing on Grids and Supercomputers, 2010
Towards a Threat Model for Provenance in e-Science.
Proceedings of the Provenance and Annotation of Data and Processes, 2010
An adaptive strategy for scheduling data-intensive applications in Grid environments.
Proceedings of the 17th International Conference on Telecommunications, 2010
A data transfer framework for large-scale science experiments.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010
Lessons learned from moving earth system grid data sets over a 20 Gbps wide-area network.
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Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010
Proceedings of the High Performance Computing: From Grids and Clouds to Exascale, 2010
Using Hybrid Grid/Cloud Computing Technologies for Environmental Data Elastic Storage, Processing, and Provisioning.
Proceedings of the Handbook of Cloud Computing., 2010
2009
The Globus Replica Location Service: Design and Experience.
IEEE Trans. Parallel Distributed Syst., 2009
How Do I Model State? Let Me Count the Ways.
ACM Queue, 2009
Virtual Infrastructure Management in Private and Hybrid Clouds.
IEEE Internet Comput., 2009
A Flexible Attribute Based Access Control Method for Grid Computing.
J. Grid Comput., 2009
Cloud Computing and Grid Computing 360-Degree Compared
CoRR, 2009
Parallel Scripting for Applications at the Petascale and Beyond.
Computer, 2009
Enhancing the earth system grid security infrastructure through single sign-on and autoprovisioning.
Proceedings of the 5th Grid Computing Environments Workshop, 2009
TeraGrid's integrated information service.
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Proceedings of the 5th Grid Computing Environments Workshop, 2009
Scientific Workflows as Services in caGrid: A Taverna and gRAVI Approach.
Proceedings of the IEEE International Conference on Web Services, 2009
Wrap Scientific Applications as WSRF Grid Services Using gRAVI.
Proceedings of the IEEE International Conference on Web Services, 2009
The quest for scalable support of data-intensive workloads in distributed systems.
Proceedings of the 18th ACM International Symposium on High Performance Distributed Computing, 2009
Resource Leasing and the Art of Suspending Virtual Machines.
Proceedings of the 11th IEEE International Conference on High Performance Computing and Communications, 2009
Experiences of On-Demand Execution for Large Scale Parameter Sweep Applications on OSG by Swift.
Proceedings of the 11th IEEE International Conference on High Performance Computing and Communications, 2009
GridFTP GUI: An Easy and Efficient Way to Transfer Data in Grid.
Proceedings of the Networks for Grid Applications, 2009
ADEM: Automating deployment and management of application software on the Open Science Grid.
Proceedings of the 2009 10th IEEE/ACM International Conference on Grid Computing, 2009
Computing Outside the Box.
Proceedings of the Seventh Australasian Symposium on Grid Computing and e-Research, 2009
2008
Interoperability of GADU in Using Heterogeneous Grid Resources for Bioinformatics Applications.
IEEE Trans. Inf. Technol. Biomed., 2008
Model Formulation: caGrid 1.0: An Enterprise Grid Infrastructure for Biomedical Research.
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J. Am. Medical Informatics Assoc., 2008
Combining the Power of Taverna and caGrid: Scientific Workflows that Enable Web-Scale Collaboration.
IEEE Internet Comput., 2008
Provisioning for Dynamic Instantiation of Community Services.
IEEE Internet Comput., 2008
Terascale turbulence computation using the FLASH3 application framework on the IBM Blue Gene/L system.
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IBM J. Res. Dev., 2008
Realizing Fast, Scalable and Reliable Scientific Computations in Grid Environments
CoRR, 2008
Accelerating Large-scale Data Exploration through Data Diffusion
CoRR, 2008
Scientific Workflow Systems for 21st Century e-Science, New Bottle or New Wine?
CoRR, 2008
Towards Loosely-Coupled Programming on Petascale Systems
CoRR, 2008
Enabling Loosely-Coupled Serial Job Execution on the IBM BlueGene/P Supercomputer and the SiCortex SC5832
CoRR, 2008
Data Diffusion: Dynamic Resource Provision and Data-Aware Scheduling for Data Intensive Applications
CoRR, 2008
Special Issue: The First Provenance Challenge.
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Concurr. Comput. Pract. Exp., 2008
Tracking provenance in a virtual data grid.
Concurr. Comput. Pract. Exp., 2008
e-Science, caGrid, and Translational Biomedical Research.
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Computer, 2008
Toward an Autonomic Service Management Framework: A Holistic Vision of SOA, AON, and Autonomic Computing.
IEEE Commun. Mag., 2008
Scientific Workflow Systems for 21st Century, New Bottle or New Wine?
Proceedings of the 2008 IEEE Congress on Services, Part I, 2008
Design and evaluation of a collective IO model for loosely coupled petascale programming.
Proceedings of the 2008 Workshop on Many-Task Computing on Grids and Supercomputers, 2008
Toward loosely coupled programming on petascale systems.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008
Many-task computing for grids and supercomputers.
Proceedings of the 2008 Workshop on Many-Task Computing on Grids and Supercomputers, 2008
Using overlays for efficient data transfer over shared wide-area networks.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008
Orchestrating caGrid Services in Taverna.
Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008
Building Scientific Workflow with Taverna and BPEL: A Comparative Study in caGrid.
Proceedings of the Service-Oriented Computing - ICSOC 2008 Workshops, 2008
Proceedings of the Service-Oriented Computing, 2008
Combining batch execution and leasing using virtual machines.
Proceedings of the 17th International Symposium on High-Performance Distributed Computing (HPDC-17 2008), 2008
Multi-hop path splitting and multi-pathing optimizations for data transfers over shared wide-area networks using gridFTP.
Proceedings of the 17th International Symposium on High-Performance Distributed Computing (HPDC-17 2008), 2008
A Roadmap for caGrid, an Enterprise Grid Architecture for Biomedical Research.
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Proceedings of the Global Healthgrid: e-Science Meets Biomedical Informatics, 2008
Communicating Security Assertions over the GridFTP Control Channel.
Proceedings of the Fourth International Conference on e-Science, 2008
Build Grid Enabled Scientific Workflows Using gRAVI and Taverna.
Proceedings of the Fourth International Conference on e-Science, 2008
Efficient Incremental Maintenance of Derived Relations and BLAST Computations in Bioinformatics Data Warehouses.
Proceedings of the Data Warehousing and Knowledge Discovery, 10th International Conference, 2008
From the heroic to the logistical: programming model implications of new supercomputing applications.
Proceedings of the 6th International Workshop on Challenges of Large Applications in Distributed Environments, 2008
2007
A Tool for Prioritizing DAGMan Jobs and its Evaluation.
J. Grid Comput., 2007
The Design, Usage, and Performance of GRUBER: A <i>G</i>rid <i>U</i>sage Service Level Agreement based <i>B</i>rok<i>ER</i>ing Infrastructure.
J. Grid Comput., 2007
In Search of Simplicity: A Self-Organizing Multi-Source Multicast Overlay
CoRR, 2007
Usage SLA-based scheduling in Grids.
Concurr. Comput. Pract. Exp., 2007
Efficient Processing of Relational Queries with Sum Constraints.
Proceedings of the Advances in Data and Web Management, 2007
Anomaly detection and diagnosis in grid environments.
Proceedings of the ACM/IEEE Conference on High Performance Networking and Computing, 2007
Falkon: a Fast and Light-weight tasK executiON framework.
Proceedings of the ACM/IEEE Conference on High Performance Networking and Computing, 2007
HAND: Highly Available Dynamic Deployment Infrastructure for Globus Toolkit 4.
Proceedings of the 15th Euromicro International Conference on Parallel, 2007
A Scalable Cluster Algorithm for Internet Resources.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007
GridCopy: Moving Data Fast on the Grid.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007
Accelerating Medical Research using the Swift Workflow System.
Proceedings of the From Genes to Personalized HealthCare: Grid Solutions for the Life Sciences, 2007
Globus GridFTP: what's new in 2007.
Proceedings of the 1st International ICST Conference on Networks for Grid Applications, 2007
Simplifying Grid Application Programming Using Web-Enabled Code Transfer Tools.
Proceedings of the Towards Next Generation Grids, 2007
caGrid 1.0: A Grid Enterprise Architecture for Cancer Research.
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Proceedings of the AMIA 2007, 2007
Swift: Fast, Reliable, Loosely Coupled Parallel Computation.
Proceedings of the 2007 IEEE International Conference on Services Computing, 2007
Virtual Data Language: A Typed Workflow Notation for Diversely Structured Scientific Data.
Proceedings of the Workflows for e-Science, Scientific Workflows for Grids., 2007
2006
Report on the International Provenance and Annotation Workshop: (IPAW'06) 3-5 May 2006, Chicago.
SIGMOD Rec., 2006
Globus Toolkit Version 4: Software for Service-Oriented Systems.
J. Comput. Sci. Technol., 2006
The Design, Performance, and Use of DiPerF: An automated DIstributed PERformance evaluation Framework.
J. Grid Comput., 2006
Streamlining Grid Operations: Definition and Deployment of a Portal-based User Registration Service.
J. Grid Comput., 2006
Virtual data Grid middleware services for data-intensive science.
Concurr. Comput. Pract. Exp., 2006
Scaling System-Level Science: Scientific Exploration and IT Implications.
Computer, 2006
An Opportunistic Algorithm for Scheduling Workflows on Grids.
Proceedings of the High Performance Computing for Computational Science, 2006
Overhead Matters: A Model for Virtual Resource Management.
Proceedings of the First International Workshop on Virtualization Technology in Distributed Computing, 2006
Poster reception - Harnessing grid resources to enable the dynamic analysis of large astronomy datasets.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006
Planning spatial workflows to optimize grid performance.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
A Multipolicy Authorization Framework for Grid Security.
Proceedings of the Fifth IEEE International Symposium on Network Computing and Applications, 2006
Virtual playgrounds: managing virtual resources in the grid.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006
Applying the Virtual Data Provenance Model.
Proceedings of the Provenance and Annotation of Data, 2006
Division of Labor: Tools for Growing and Scaling Grids.
Proceedings of the Service-Oriented Computing, 2006
Service-Oriented Science: Scaling eScience Impact.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006
Human-Machine Symbiosis, 50 Years On.
Proceedings of the High Performance Computing and Grids in Action, 2006
TeraGrid: Analysis of Organization, System Architecture, and Middleware Enabling New Types of Applications.
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Proceedings of the High Performance Computing and Grids in Action, 2006
Exposing UDDI Service Descriptions and Their Metadata Annotations as WS-Resources.
Proceedings of the 7th IEEE/ACM International Conference on Grid Computing (GRID 2006), 2006
Automating Climate Science: Large Ensemble Simulations on the TeraGrid with the GriPhyN Virtual Data System.
Proceedings of the Second International Conference on e-Science and Grid Technologies (e-Science 2006), 2006
Statistical Data Reduction for Efficient Application Performance Monitoring.
Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006
Using Multiple Grid Resources for Bioinformatics Applications in GADU.
Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006
Virtual Clusters for Grid Communities.
Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006
XIOPerf: A Tool for Evaluating Network Protocols.
Proceedings of the 3rd International Conference on Broadband Communications, 2006
Approaches to Architecture-Aware Parallel Scientific Computation.
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Proceedings of the Parallel Processing for Scientific Computing, 2006
2005
Virtual workspaces: Achieving quality of service and quality of life in the Grid.
Sci. Program., 2005
A notation and system for expressing and executing cleanly typed workflows on messy scientific data.
SIGMOD Rec., 2005
Describing the elephant: the different faces of IT as service.
ACM Queue, 2005
Modeling and Managing State in Distributed Systems: The Role of OGSI and WSRF.
Proc. IEEE, 2005
Agreement-Based Resource Management.
Proc. IEEE, 2005
The Earth System Grid: Supporting the Next Generation of Climate Modeling Research.
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Proc. IEEE, 2005
DB CSPA Framework and Algorithms for Applying Constraint Solving within Relational Databases.
Proceedings of the 19th Workshop on (Constraint) Logic Programming, 2005
DI-GRUBER: A Distributed Approach to Grid Resource Brokering.
Proceedings of the ACM/IEEE SC2005 Conference on High Performance Networking and Computing, 2005
A Model for Usage Policy-Based Resource Allocation in Grids.
Proceedings of the 6th IEEE International Workshop on Policies for Distributed Systems and Networks (POLICY 2005), 2005
Brain Meets Brawn: Why Grid and Agents Need Each Other.
Proceedings of the Towards the Learning Grid - Advances in Human Learning Services, 2005
A New Era in Computing: Moving Services onto Grid.
Proceedings of the 4th International Symposium on Parallel and Distributed Computing (ISPDC 2005), 2005
Efficient Relational Joins with Arithmetic Constraints on Multiple Attributes.
Proceedings of the Ninth International Database Engineering and Applications Symposium (IDEAS 2005), 2005
Interest-aware information dissemination in small-world communities.
Proceedings of the 14th IEEE International Symposium on High Performance Distributed Computing, 2005
State and events for Web services: a comparison of five WS-resource framework and WS-notification implementations.
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Proceedings of the 14th IEEE International Symposium on High Performance Distributed Computing, 2005
Experiences in Running Workloads over Grid3.
Proceedings of the Grid and Cooperative Computing - GCC 2005, 4th International Conference, Beijing, China, November 30, 2005
Virtual Workspaces in the Grid.
Proceedings of the Euro-Par 2005, Parallel Processing, 11th International Euro-Par Conference, Lisbon, Portugal, August 30, 2005
GRUBER: A Grid Resource Usage SLA Broker.
Proceedings of the Euro-Par 2005, Parallel Processing, 11th International Euro-Par Conference, Lisbon, Portugal, August 30, 2005
XDTM: The XML Data Type and Mapping for Specifying Datasets.
Proceedings of the Advances in Grid Computing, 2005
Service-Oriented Science: Scaling the Application and Impact of eResearch.
Proceedings of the First International Conference on e-Science and Grid Technologies (e-Science 2005), 2005
A dynamically adaptive, unstructured multicast overlay.
Proceedings of the Service Management and Self-Organization in IP-based Networks, 2005
Efficient and Robust Computation of Resource Clusters in the Internet.
Proceedings of the 2005 IEEE International Conference on Cluster Computing (CLUSTER 2005), September 26, 2005
Improving parallel data transfer times using predicted variances in shared networks.
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005
GNARE: an environment for grid-based high-throughput genome analysis.
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005
GangSim: a simulator for grid scheduling studies.
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005
2004
Predicting application run times with historical information.
J. Parallel Distributed Comput., 2004
Usage Policy-based CPU Sharing in VOs
CoRR, 2004
End-to-end quality of service for high-end applications.
Comput. Commun., 2004
A Constraint Language Approach to Matchmaking.
Proceedings of the 14th International Workshop on Research Issues in Data Engineering (RIDE-WS-ECEG 2004), 2004
Grid middleware services for virtual data discovery, composition, and integration.
Proceedings of the 2nd Workshop on Middleware for Grid Computing, 2004
Ouroboros: A Tool for Building Generic, Hybrid, Divide and Conquer Algorithms.
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004
Small-World File-Sharing Communities.
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004
Grid Small and Large: Distributed Systems and Global Communities.
Proceedings of the 26th International Conference on Software Engineering (ICSE 2004), 2004
Globus and PlanetLab Resource Management Solutions Compared.
Proceedings of the 13th International Symposium on High-Performance Distributed Computing (HPDC-13 2004), 2004
Distributed Hybrid Earthquake Engineering Experiments: Experiences with a Ground-Shaking Grid Application.
Proceedings of the 13th International Symposium on High-Performance Distributed Computing (HPDC-13 2004), 2004
The Grid2003 Production Grid: Principles and Practice.
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Proceedings of the 13th International Symposium on High-Performance Distributed Computing (HPDC-13 2004), 2004
From Sandbox to Playground: Dynamic Virtual Environments in the Grid.
Proceedings of the 5th International Workshop on Grid Computing (GRID 2004), 2004
DiPerF: An Automated DIstributed PERformance Testing Framework.
Proceedings of the 5th International Workshop on Grid Computing (GRID 2004), 2004
Usage Policy-Based CPU Sharing in Virtual Organizations.
Proceedings of the 5th International Workshop on Grid Computing (GRID 2004), 2004
The Grid: Beyond the Hype.
Proceedings of the Grid and Cooperative Computing, 2004
CSCW and cyberinfrastructure: opportunities and challenges.
Proceedings of the 2004 ACM Conference on Computer Supported Cooperative Work, 2004
Incentive mechanisms for large collaborative resource sharing.
Proceedings of the 4th IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid 2004), 2004
Brain Meets Brawn: Why Grid and Agents Need Each Other.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004
Distributed Telepresence.
Proceedings of the Grid 2 - Blueprint for a New Computing Infrastructure, Second Edition, 2004
The Open Grid Services Architecture.
Proceedings of the Grid 2 - Blueprint for a New Computing Infrastructure, Second Edition, 2004
Concepts and Architecture.
Proceedings of the Grid 2 - Blueprint for a New Computing Infrastructure, Second Edition, 2004
Preface to the Second Edition.
Proceedings of the Grid 2 - Blueprint for a New Computing Infrastructure, Second Edition, 2004
Resource and Service Management.
Proceedings of the Grid 2 - Blueprint for a New Computing Infrastructure, Second Edition, 2004
2003
High-performance remote access to climate simulation data: a challenge problem for data grid technologies.
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Parallel Comput., 2003
MPICH-G2: A Grid-enabled implementation of the Message Passing Interface.
J. Parallel Distributed Comput., 2003
Guest Editors' Introduction: The Grid Grows Up.
IEEE Internet Comput., 2003
Simulation Studies of Computation and Data Scheduling Algorithms for Data Grids.
J. Grid Comput., 2003
IEEE Internet Computing: Guest Editors' Introduction - The Grid Grows Up.
IEEE Distributed Syst. Online, 2003
The Community Authorization Service: Status and Future
CoRR, 2003
Data integration in a bandwidth-rich world.
Commun. ACM, 2003
Data-Sharing Relationships in the Web.
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003
The Virtual Data Grid: A New Model and Architecture for Data-Intensive Collaboration.
Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003
Conservative Scheduling: Using Predicted Variance to Improve Scheduling Decisions in Dynamic Environments.
Proceedings of the ACM/IEEE SC2003 Conference on High Performance Networking and Computing, 2003
Proceedings of the 2nd IEEE International Symposium on Network Computing and Applications (NCA 2003), 2003
On Death, Taxes, and the Convergence of Peer-to-Peer and Grid Computing.
Proceedings of the Peer-to-Peer Systems II, Second International Workshop, 2003
Homeostatic and Tendency-Based CPU Load Predictions.
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003
Security for Grid Services.
Proceedings of the 12th International Symposium on High-Performance Distributed Computing (HPDC-12 2003), 2003
The Virtual Data Grid: A New Model and Architecture for Data-Intensive Collaboration.
Proceedings of the First Biennial Conference on Innovative Data Systems Research, 2003
An Ontology for Scientific Information in a Grid Environment: the Earth System Grid.
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Proceedings of the 3rd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2003), 2003
2002
Data management and transfer in high-performance computational grid environments.
Parallel Comput., 2002
Mapping the Gnutella Network.
IEEE Internet Comput., 2002
Computational Grids in action: the National Fusion Collaboratory.
Future Gener. Comput. Syst., 2002
Mapping the Gnutella Network: Properties of Large-Scale Peer-to-Peer Systems and Implications for System Design
CoRR, 2002
A Multilevel Approach to Topology-Aware Collective Operations in Computational Grids
CoRR, 2002
Community software development with the Astrophysics Simulation Collaboratory.
Concurr. Comput. Pract. Exp., 2002
Grid Services for Distributed System Integration.
Computer, 2002
Grids and research networks as drivers and enablers of future Internet architectures.
Comput. Networks, 2002
File and Object Replication in Data Grids.
Clust. Comput., 2002
The Astrophysics Simulation Collaboratory: A Science Portal Enabling Community Software Development.
Clust. Comput., 2002
Condor-G: A Computation Management Agent for Multi-Institutional Grids.
Clust. Comput., 2002
Chimera: AVirtual Data System for Representing, Querying, and Automating Data Derivation.
Proceedings of the 14th International Conference on Scientific and Statistical Database Management, 2002
Giggle: a framework for constructing scalable replica location services.
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Proceedings of the 2002 ACM/IEEE conference on Supercomputing, 2002
Applying Chimera virtual data concepts to cluster finding in the Sloan Sky Survey.
Proceedings of the 2002 ACM/IEEE conference on Supercomputing, 2002
A Community Authorization Service for Group Collaboration.
Proceedings of the 3rd International Workshop on Policies for Distributed Systems and Networks (POLICY 2002), 2002
Grid Computing and Web Services: A Natural Partnership.
Proceedings of the 10th Euromicro Workshop on Parallel, 2002
SNAP: A Protocol for Negotiating Service Level Agreements and Coordinating Resource Management in Distributed Systems.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 2002
Mapping the Gnutella Network: Macroscopic Properties of Large-Scale Peer-to-Peer Systems.
Proceedings of the Peer-to-Peer Systems, First International Workshop, 2002
Locating Data in (Small-World?) Peer-to-Peer Scientific Collaborations.
Proceedings of the Peer-to-Peer Systems, First International Workshop, 2002
Predicting the Performance of Wide Area Data Transfers.
Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002
Toward a Framework for Preparing and Executing Adaptive Grid Programs.
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Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002
Security and Certification Issues in Grid Computing.
Proceedings of the Certification and Security in E-Services, From E-Govenment to E-Business, IFIP 17<sup>th</sup> World Computer Congress, 2002
A Decentralized, Adaptive Replica Location Mechanism.
Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing (HPDC-11 2002), 2002
Decoupling Computation and Data Scheduling in Distributed Data-Intensive Applications.
Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing (HPDC-11 2002), 2002
Design and Evaluation of a Resource Selection Framework for Grid Applications.
Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing (HPDC-11 2002), 2002
InfoGram: A Grid Service that Supports Both Information Queries and Job Execution.
Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing (HPDC-11 2002), 2002
A Peer-to-Peer Approach to Resource Location in Grid Environments.
Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing (HPDC-11 2002), 2002
GridMapper: A Tool for Visualizing the Behavior of Large-Scale Distributed Systems.
Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing (HPDC-11 2002), 2002
Improving Data Availability through Dynamic Model-Driven Replication in Large Peer-to-Peer Communities.
Proceedings of the 2nd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2002), 2002
Proceedings of the Peer-to-Peer: Ökonomische, 2002
2001
Generalized Communicators in the Message Passing Interface.
IEEE Trans. Parallel Distributed Syst., 2001
Performance Predictions for a Numerical Relativity Package in Grid Environments.
Int. J. High Perform. Comput. Appl., 2001
The Anatomy of the Grid: Enabling Scalable Virtual Organizations.
Int. J. High Perform. Comput. Appl., 2001
The GrADS Project: Software Support for High-Level Grid Application Development.
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Int. J. High Perform. Comput. Appl., 2001
The Cactus Worm: Experiments with Dynamic Resource Discovery and Allocation in a Grid Environment.
Int. J. High Perform. Comput. Appl., 2001
A Java commodity grid kit.
Concurr. Comput. Pract. Exp., 2001
Multiparadigm communications in Java for grid computing.
Commun. ACM, 2001
Supporting efficient execution in heterogeneous distributed computing environments with cactus and globus.
Proceedings of the 2001 ACM/IEEE conference on Supercomputing, 2001
High-performance remote access to climate simulation data: a challenge problem for data grid technologies.
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Proceedings of the 2001 ACM/IEEE conference on Supercomputing, 2001
Parallel computing in 2010: opportunities and challenges in a networked world (abstract).
Proceedings of the 2001 ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPOPP'01), 2001
Secure, Efficient Data Transport and Replica Management for High-Performance Data-Intensive Computing.
Proceedings of the 18th IEEE Symposium on Mass Storage Systems, 2001
The Model Coupling Toolkit.
Proceedings of the Computational Science - ICCS 2001, 2001
Computational Design and Performance of the Fast Ocean Atmosphere Model, Version One.
Proceedings of the Computational Science - ICCS 2001, 2001
Interfacing Parallel Jobs to Process Managers.
Proceedings of the 10th IEEE International Symposium on High Performance Distributed Computing (HPDC-10 2001), 2001
End-to-End Provision of Policy Information for Network QoS.
Proceedings of the 10th IEEE International Symposium on High Performance Distributed Computing (HPDC-10 2001), 2001
The Astrophysics Simulation Collaboratory Portal: A Science Portal Enabling Community Software Development.
Proceedings of the 10th IEEE International Symposium on High Performance Distributed Computing (HPDC-10 2001), 2001
Grid Information Services for Distributed Resource Sharing.
Proceedings of the 10th IEEE International Symposium on High Performance Distributed Computing (HPDC-10 2001), 2001
Designing Grid-based Problem Solving Environments and Portals.
Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001
Identifying Dynamic Replication Strategies for a High-Performance Data Grid.
Proceedings of the Grid Computing, 2001
On Fully Decentralized Resource Discovery in Grid Environments.
Proceedings of the Grid Computing, 2001
Cactus Application: Performance Predictions in Grid Environments.
Proceedings of the Euro-Par 2001: Parallel Processing, 2001
Replica Selection in the Globus Data Grid.
Proceedings of the First IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2001), 2001
The Anatomy of the Grid: Enabling Scalable Virtual Organizations.
Proceedings of the First IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2001), 2001
The Globus Toolkit for Grid Computing.
Proceedings of the First IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2001), 2001
2000
Network Policy and Services: A Report of a Workshop on Middleware.
RFC, February, 2000
The data grid: Towards an architecture for the distributed management and analysis of large scientific datasets.
J. Netw. Comput. Appl., 2000
A National-Scale Authentication Infrastructur.
Computer, 2000
A differentiated services implementation for high-performance TCP flows.
Comput. Networks, 2000
Using computational grid capabilities to enhance the capability of an X-ray source for structural biology.
Clust. Comput., 2000
Proceedings of the Vector and Parallel Processing, 2000
MPICH-GQ: Quality-of-Service for Message Passing Programs.
Proceedings of the Proceedings Supercomputing 2000, 2000
CoG kits: a bridge between commodity distributed computing and high-performance grids.
Proceedings of the ACM 2000 Java Grande Conference, San Francisco, CA, USA, 2000
Scheduling with Advanced Reservations.
Proceedings of the 14th International Parallel & Distributed Processing Symposium (IPDPS'00), 2000
Exploiting Hierarchy in Parallel Computer Networks to Optimize Collective Operation Performance.
Proceedings of the 14th International Parallel & Distributed Processing Symposium (IPDPS'00), 2000
The Ten Hottest Topics in Parallel and Distributed Computing for the Next Millennium.
Proceedings of the 14th International Parallel & Distributed Processing Symposium (IPDPS'00), 2000
A Problem-Specific Fault-Tolerance Mechanism for Asynchronous, Distributed Systems.
Proceedings of the 2000 International Conference on Parallel Processing, 2000
Languages for Parallel Processing.
Proceedings of the Handbook on Parallel and Distributed Processing, 2000
1999
The Globus project: a status report.
Future Gener. Comput. Syst., 1999
Distance Visualization: Data Exploration on the Grid.
Computer, 1999
A fault detection service for wide area distributed computations.
Clust. Comput., 1999
Implementing noncollective parallel I/O in cluster environments using Active Message communication.
Clust. Comput., 1999
A Network Performance Tool for Grid Environments.
Proceedings of the ACM/IEEE Conference on Supercomputing, 1999
Real-time Analysis, Visualization, and Steering of Microtomography Experiments at Photon Source.
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Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999
Numerical Relativity in a Distributed Environment.
Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999
Communication Services for Advanced Network Applications.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1999
Using Run-Time Predictions to Estimate Queue Wait Times and Improve Scheduler Performance.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 1999
GASS: A Data Movement and Access Service for Wide Area Computing Systems.
Proceedings of the Sixth Workshop on I/O in Parallel and Distributed Systems, 1999
Resource Co-Allocation in Computational Grids.
Proceedings of the Eighth IEEE International Symposium on High Performance Distributed Computing, 1999
1998
Wide-Area Implementation of the Message Passing Interface.
Parallel Comput., 1998
ChemIo: High Performance Parallel I/o for Computational Chemistry Applications.
Int. J. High Perform. Comput. Appl., 1998
A computational framework for telemedicine.
Future Gener. Comput. Syst., 1998
Software infrastructure for the I-WAY metacomputing experiment.
Concurr. Pract. Exp., 1998
A Grid-Enabled MPI: Message Passing in Heterogeneous Distributed Computing Systems.
Proceedings of the ACM/IEEE Conference on Supercomputing, 1998
Resource Management for Ultra-scale Computational Grid Applications.
Proceedings of the Applied Parallel Computing, 1998
Predicting Application Run Times Using Historical Information.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 1998
A Resource Management Architecture for Metacomputing Systems.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 1998
A Fault Detection Service for Wide Area Distributed Computations.
Proceedings of the Seventh IEEE International Symposium on High Performance Distributed Computing, 1998
Distant I/O: One-Sided Access to Secondary Storage on Remote Processors.
Proceedings of the Seventh IEEE International Symposium on High Performance Distributed Computing, 1998
Application Experiences with the Globus Toolkit.
Proceedings of the Seventh IEEE International Symposium on High Performance Distributed Computing, 1998
A Security Architecture for Computational Grids.
Proceedings of the CCS '98, 1998
1997
Parallel Algorithms for the Spectral Transform Method.
SIAM J. Sci. Comput., 1997
A Library-Based Approach to Task Parallelism in a Data-Parallel Language.
J. Parallel Distributed Comput., 1997
Managing Multiple Communication Methods in High-Performance Networked Computing Systems.
J. Parallel Distributed Comput., 1997
Globus: a Metacomputing Infrastructure Toolkit.
Int. J. High Perform. Comput. Appl., 1997
Technologies for ubiquitous supercomputing: a Java interface to the Nexus communication system.
Concurr. Pract. Exp., 1997
FOAM: Expanding the Horizons of Climate Modeling.
Proceedings of the ACM/IEEE Conference on Supercomputing, 1997
HPF-MPI: A Programming System Supporting Task and Data Parallelism.
Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997
MTIO - A Multi-Threaded Parallel I/O System.
Proceedings of the 11th International Parallel Processing Symposium (IPPS '97), 1997
Remote I/O Fast Access to Distant Storage.
Proceedings of the Fifth Workshop on I/O in Parallel and Distributed Systems, 1997
Optimizing Collective I/O Performance on Parallel Computers: A Multisystem Study.
Proceedings of the 11th international conference on Supercomputing, 1997
A Secure Communications Infrastructure for High-Performance Distributed Computing.
Proceedings of the 6th International Symposium on High Performance Distributed Computing, 1997
A Directory Service for Configuring High-Performance Distributed Computations.
Proceedings of the 6th International Symposium on High Performance Distributed Computing, 1997
NeXeme: A Distributed Scheme Based on Nexus.
Proceedings of the Euro-Par '97 Parallel Processing, 1997
1996
Compositional Parallel Programming Languages.
ACM Trans. Program. Lang. Syst., 1996
The Nexus Approach to Integrating Multithreading and Communication.
J. Parallel Distributed Comput., 1996
Toward high-performance computational chemistry: II. A scalable self-consistent field program.
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J. Comput. Chem., 1996
Toward high-performance computational chemistry: I. Scalable Fock matrix construction algorithms.
J. Comput. Chem., 1996
Exploring Coupled Atmosphere-Ocean Models Using Vis5D.
Int. J. High Perform. Comput. Appl., 1996
Overview of the I-Way: Wide-Area Visual Supercomputing.
Int. J. High Perform. Comput. Appl., 1996
A New Methodology for Debugging Scientific Applications.
Commun. ACM, 1996
Double Standards: Bringing Task Parallelism to HPF Via the Message Passing Interface.
Proceedings of the 1996 ACM/IEEE Conference on Supercomputing, 1996
Multimethod Communication for High-Performance Metacomputing Applications.
Proceedings of the 1996 ACM/IEEE Conference on Supercomputing, 1996
Enabling Technologies for Web-Based Ubiquitious Supercomputing.
Proceedings of the 5th International Symposium on High Performance Distributed Computing (HPDC '96), 1996
Tools for Distributed Collaborative Environments: A Research Agenda.
Proceedings of the 5th International Symposium on High Performance Distributed Computing (HPDC '96), 1996
Software Infrastructure for the I-WAY Performance Distributed Computing Experiment.
Proceedings of the 5th International Symposium on High Performance Distributed Computing (HPDC '96), 1996
Communicating data-parallel tasks: an MPI library for HPF.
Proceedings of the 3rd International Conference on High Performance Computing, 1996
High-Performance Distributed Computing: The I_WAY Experiment and Beyond.
Proceedings of the Euro-Par '96 Parallel Processing, 1996
1995
A Notation for Deterministic Cooperating Processes.
IEEE Trans. Parallel Distributed Syst., 1995
Design and Performance of a Scalable Parallel Community Climate Model.
Parallel Comput., 1995
Introduction to the Special Issue on Parallel Computing in Climate and Weather Modeling.
Parallel Comput., 1995
Fortran M: A Language for Modular Parallel Programming.
J. Parallel Distributed Comput., 1995
Multimedia Applications and High-Performance Computing.
IEEE Parallel Distributed Technol. Syst. Appl., 1995
Relative Debugging and its Application to the Development of Large Numerical Models.
Proceedings of the Proceedings Supercomputing '95, San Diego, CA, USA, December 4-8, 1995, 1995
Parallel Algorithms for Semi-Lagrangian Transport in Global Atmospheric Circulation Models.
Proceedings of the Seventh SIAM Conference on Parallel Processing for Scientific Computing, 1995
Point-To-Point Communication Using Migrating Ports.
Proceedings of the Languages, 1995
Designing and building parallel programs - concepts and tools for parallel software engineering.
Addison-Wesley, ISBN: 978-0-201-57594-1, 1995
1994
A Compiler Approach to Scalable Concurrent-Program Design.
ACM Trans. Program. Lang. Syst., 1994
Integrated Support for Task and Data Parallelism.
Int. J. High Perform. Comput. Appl., 1994
Task Parallelism and High-Performance Languages.
IEEE Parallel Distributed Technol. Syst. Appl., 1994
Language Constructs and Runtime Systems for Compositional Parallel Programming.
Proceedings of the Parallel Processing: CONPAR 94, 1994
1993
Common runtime support for high-performance parallel languages.
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Proceedings of the Proceedings Supercomputing '93, 1993
Integrating task and data parallelism.
Proceedings of the Proceedings Supercomputing '93, 1993
Parallelizing the Spectral Transform Method: A Comparison of Alternative Parallel Algorithms.
Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993
Deterministic Parallel FORTRAN.
Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993
Parallel Language Constructs for Paradigm Integration and Deterministic Computations.
Proceedings of the Parallel Computing: Trends and Applications, 1993
1992
Productive Parallel Programming: The PCN Approach.
Sci. Program., 1992
1991
Automatic Generation of Self-Scheduling Programs.
IEEE Trans. Parallel Distributed Syst., 1991
Efficient Computation Control in Concurrent Logic Languages.
New Gener. Comput., 1991
A Declarative State Transition System.
J. Log. Program., 1991
Copy Avoidance through Compile-Time Analysis and Local Reuse.
Proceedings of the Logic Programming, Proceedings of the 1991 International Symposium, San Diego, California, USA, Oct. 28, 1991
Using Compositional Programming to Write Portable, High-Performance Parallel Programs.
Proceedings of the Logic Programming, Proceedings of the 1991 International Symposium, San Diego, California, USA, Oct. 28, 1991
Parallel Scalability of the Spectral Transform Method.
Proceedings of the Fifth SIAM Conference on Parallel Processing for Scientific Computing, 1991
Parallel Implementation of a Control Volume Method for Solving PDEs on the Sphere.
Proceedings of the Fifth SIAM Conference on Parallel Processing for Scientific Computing, 1991
Aligning Multiple RNA Sequences.
Proceedings of the Automated Reasoning: Essays in Honor of Woody Bledsoe, 1991
1990
Concurrency: Simple Concepts and Powerful Tools.
Comput. J., 1990
Parallel Programming with Algorithmic Motifs.
Proceedings of the 1990 International Conference on Parallel Processing, 1990
A High-Performance Parallel Theorem Prover.
Proceedings of the 10th International Conference on Automated Deduction, 1990
Systems programming in parallel logic languages.
Prentice Hall, ISBN: 978-0-13-880774-0, 1990
1989
Implementation of a Declarative State-transition System.
Softw. Pract. Exp., 1989
An Abstract Machine for the Implementation of PARLOG on Uniprocessors.
New Gener. Comput., 1989
A multicomputer garbage collector for a single-assignment language.
Int. J. Parallel Program., 1989
Strand: A Practical Parallel Programming Tool.
Proceedings of the Logic Programming, 1989
1988
Parlog as a systems programming language.
PhD thesis, 1988
Parallel Implementation of Parlog.
Proceedings of the International Conference on Parallel Processing, 1988
1987
Flat Parlog: A basis for comparison.
Int. J. Parallel Program., 1987
A Declarative Environment for Concurrent Logic Programming.
Proceedings of the TAPSOFT'87: Proceedings of the International Joint Conference on Theory and Practice of Software Development, 1987
Logic Operating System: Design Issues.
Proceedings of the Logic Programming, 1987
1986
A Logical Treatment of Secondary Storage.
Proceedings of the 1986 Symposium on Logic Programming, 1986
A Sequential Implementation of Parlog.
Proceedings of the Third International Conference on Logic Programming, 1986