Ryan Chard

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.

[BibT_eX]

[DOI]

Proceedings of the Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, 2024

UniFaaS: Programming across Distributed Cyberinfrastructure with Federated Function Serving.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

BraggHLS: High-Level Synthesis for Low-Latency Deep Neural Networks for Experimental Science.

[BibT_eX]

[DOI]

Proceedings of the 14th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, 2024

An End-to-End Programming Model for AI Engine Architectures.

[BibT_eX]

[DOI]

Proceedings of the 14th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, 2024

Diaspora: Resilience-Enabling Services for Real-Time Distributed Workflows.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on e-Science, 2024

2023

Measurement and Applications: Exploring the Challenges and Opportunities of Hierarchical Federated Learning in Sensor Applications.

[BibT_eX]

[DOI]

Melanie Po-Leen Ooi

Shaleeza Sohail

Victoria Guiying Huang

Theodoros Spyridopoulos

Harshaan Nagra

IEEE Instrum. Meas. Mag., December, 2023

Globus automation services: Research process automation across the space-time continuum.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., May, 2023

Rural AI: Serverless-Powered Federated Learning for Remote Applications.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2023

Enabling End-to-End Secure Federated Learning in Biomedical Research on Heterogeneous Computing Environments with APPFLx.

[BibT_eX]

[DOI]

CoRR, 2023

nelli: a lightweight frontend for MLIR.

[BibT_eX]

[DOI]

CoRR, 2023

OpenHLS: High-Level Synthesis for Low-Latency Deep Neural Networks for Experimental Science.

[BibT_eX]

[DOI]

CoRR, 2023

Active Research Data Management with the Django Globus Portal Framework.

[BibT_eX]

[DOI]

Proceedings of the Practice and Experience in Advanced Research Computing, 2023

Globus Timers: Scheduling Periodic Data Management Actions on Distributed Research Infrastructure.

[BibT_eX]

[DOI]

Proceedings of the Practice and Experience in Advanced Research Computing, 2023

Demonstrating Cross-Facility Data Processing at Scale With Laue Microdiffraction.

[BibT_eX]

[DOI]

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Empowering Scientific Discovery Through Computing at the Advanced Photon Source.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Tournament-Based Pretraining to Accelerate Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

ProPack: Executing Concurrent Serverless Functions Faster and Cheaper.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023

AI-assisted automated workflow for real-time x-ray ptychography data analysis via federated resources.

[BibT_eX]

[DOI]

Mathew Joseph Cherukara

Proceedings of the High Performance Computing for Imaging 2023, 2023

APPFLx: Providing Privacy-Preserving Cross-Silo Federated Learning as a Service.

[BibT_eX]

[DOI]

Volodymyr V. Kindratenko

Proceedings of the 19th IEEE International Conference on e-Science, 2023

Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 10th International Conference on Big Data Computing, 2023

2022

$f$funcX: Federated Function as a Service for Science.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Linking scientific instruments and computation: Patterns, technologies, and experiences.

[BibT_eX]

[DOI]

Patterns, 2022

High-Throughput Virtual Screening and Validation of a SARS-CoV-2 Main Protease Noncovalent Inhibitor.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2022

funcX: Federated Function as a Service for Science.

[BibT_eX]

[DOI]

CoRR, 2022

Deep learning at the edge enables real-time streaming ptychographic imaging.

[BibT_eX]

[DOI]

Ekaterina Sirazitdinova

CoRR, 2022

FAIR principles for AI models, with a practical application for accelerated high energy diffraction microscopy.

[BibT_eX]

[DOI]

CoRR, 2022

Real-Time Streaming and Event-driven Control of Scientific Experiments.

[BibT_eX]

[DOI]

CoRR, 2022

Linking Scientific Instruments and HPC: Patterns, Technologies, Experiences.

[BibT_eX]

[DOI]

CoRR, 2022

Assessing the Current State of AWS Spot Market Forecastability.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Workshop on Interoperability of Supercomputing and Cloud Technologies, 2022

FLoX: Federated Learning with FaaS at the Edge.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on e-Science, 2022

Adaptive Edge-Cloud Environments for Rural AI.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Services Computing, 2022

2021

DLHub: Simplifying publication, discovery, and use of machine learning models in science.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2021

Co-design Center for Exascale Machine Learning Technologies (ExaLearn).

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2021

Ultrafast Focus Detection for Automated Microscopy.

[BibT_eX]

[DOI]

Maksim Levental

Gregg A. Wildenberg

CoRR, 2021

Braid-DB: Toward AI-Driven Science with Machine Learning Provenance.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation, 2021

Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2021

Coding the Computing Continuum: Fluid Function Execution in Heterogeneous Computing Environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

IMPECCABLE: Integrated Modeling PipelinE for COVID Cure by Assessing Better LEads.

[BibT_eX]

[DOI]

Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021

A Serverless Framework for Distributed Bulk Metadata Extraction.

[BibT_eX]

[DOI]

Proceedings of the HPDC '21: The 30th International Symposium on High-Performance Parallel and Distributed Computing, 2021

Ultrafast Focus Detection for Automated Microscopy.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on eScience, 2021

Federated Function as a Service for eScience.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on eScience, 2021

2020

Confluence of Artificial Intelligence and High Performance Computing for Accelerated, Scalable and Reproducible Gravitational Wave Detection.

[BibT_eX]

[DOI]

Volodymyr V. Kindratenko

Dawei Mu

Ben Blaiszik

CoRR, 2020

Targeting SARS-CoV-2 with AI- and HPC-enabled Lead Generation: A First Data Release.

[BibT_eX]

[DOI]

CoRR, 2020

OAuth SSH with Globus Auth.

[BibT_eX]

[DOI]

Jason Alt

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.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE World Forum on Internet of Things, 2020

Towards Online Steering of Flame Spray Pyrolysis Nanoparticle Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE/ACM Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing, 2020

funcX: A Federated Function Serving Fabric for Science.

[BibT_eX]

[DOI]

Proceedings of the HPDC '20: The 29th International Symposium on High-Performance Parallel and Distributed Computing, 2020

2019

Serverless Supercomputing: High Performance Function as a Service for Science.

[BibT_eX]

[DOI]

CoRR, 2019

Publishing and Serving Machine Learning Models with DLHub.

[BibT_eX]

[DOI]

Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 2019

Petrel: A Programmatically Accessible Research Data Service.

[BibT_eX]

[DOI]

William E. Allcock

Benjamin S. Allen

Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 2019

Serverless Workflows for Indexing Large Scientific Data.

[BibT_eX]

[DOI]

Proceedings of the 5th International Workshop on Serverless Computing, 2019

DLHub: Model and Data Serving for Science.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

Deconstructing the 2017 Changes to AWS Spot Market Pricing.

[BibT_eX]

[DOI]

Proceedings of the 10th Workshop on Scientific Cloud Computing, 2019

Parsl: Pervasive Parallel Programming in Python.

[BibT_eX]

[DOI]

Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing, 2019

FSMonitor: Scalable File System Monitoring for Arbitrary Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

ParaOpt: Automated Application Parameterization and Optimization for the Cloud.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2019

2018

Scalable pCT Image Reconstruction Delivered as a Cloud Service.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2018

Globus Platform Services for Data Publication.

[BibT_eX]

[DOI]

Proceedings of the Practice and Experience on Advanced Research Computing, 2018

Profiling and Predicting Application Performance on the Cloud.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE/ACM International Conference on Utility and Cloud Computing, 2018

High-Throughput Neuroanatomy and Trigger-Action Programming: A Case Study in Research Automation.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Autonomous Infrastructure for Science, 2018

Skluma: An Extensible Metadata Extraction Pipeline for Disorganized Data.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on e-Science, 2018

2017

Cost-Aware Cloud Profiling, Prediction, and Provisioning as a Service.

[BibT_eX]

[DOI]

IEEE Cloud Comput., 2017

Probabilistic guarantees of execution duration for Amazon spot instances.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2017

Toward scalable monitoring on large-scale storage for software defined cyberinfrastructure.

[BibT_eX]

[DOI]

Proceedings of the 2nd Joint International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems, 2017

Ripple: Home Automation for Research Data Management.

[BibT_eX]

[DOI]

Jason Alt

Dilworth Y. Parkinson

Steven Tuecke

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems Workshops, 2017

Software Defined Cyberinfrastructure.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Software Defined Cyberinfrastructure for Data Management.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on e-Science, 2017

2016

Improving the Performance of Cloud-based Scientific Services.

[BibT_eX]

[DOI]

PhD thesis, 2016

Network health and e-Science in commercial clouds.

[BibT_eX]

[DOI]

Bryan Ng

Future Gener. Comput. Syst., 2016

An Automated Tool Profiling Service for the Cloud.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

2015

Reputation systems: A survey and taxonomy.

[BibT_eX]

[DOI]

Ferry Hendrikx

J. Parallel Distributed Comput., 2015

PDACS: A Portal for Data Analysis Services for Cosmological Simulations.

[BibT_eX]

[DOI]

Comput. Sci. Eng., 2015

The Globus Galaxies platform: delivering science gateways as a service.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2015

Cost-Aware Cloud Provisioning.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on e-Science, 2015

Cost-Aware Elastic Cloud Provisioning for Scientific Workloads.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014

PDACS: a portal for data analysis services for cosmological simulations.

[BibT_eX]

[DOI]

Proceedings of the 9th Gateway Computing Environments Workshop, 2014

Network Health and e-Science in Public Clouds.

[BibT_eX]

[DOI]

Bryan Ng

Proceedings of the 10th IEEE International Conference on e-Science, 2014

2012

Experiences in the design and implementation of a Social Cloud for Volunteer Computing.

[BibT_eX]

[DOI]