Alok N. Choudhary

Orcid: 0000-0001-8152-6319

Affiliations:
  • Northwestern University, Evanston, IL, USA
  • Syracuse University, NY, USA (former)


According to our database1, Alok N. Choudhary authored at least 509 papers between 1987 and 2024.

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Bibliography

2024
Automated Nanoparticle Image Processing Pipeline for AI-Driven Materials Characterization.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
MPpredictor: An Artificial Intelligence-Driven Web Tool for Composition-Based Material Property Prediction.
J. Chem. Inf. Model., April, 2023

A deep learning framework for layer-wise porosity prediction in metal powder bed fusion using thermal signatures.
J. Intell. Manuf., 2023

I/O in WRF: A Case Study in Modern Parallel I/O Techniques.
Proceedings of the International Conference for High Performance Computing, 2023

AI for Learning Deformation Behavior of a Material: Predicting Stress-Strain Curves 4000x Faster Than Simulations.
Proceedings of the International Joint Conference on Neural Networks, 2023

Pre-Activation based Representation Learning to Enhance Predictive Analytics on Small Materials Data.
Proceedings of the International Joint Conference on Neural Networks, 2023

A Deep Learning Framework for Time-Series Processing-Microstructure-Property Prediction.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Physics-based Data-Augmented Deep Learning for Enhanced Autogenous Shrinkage Prediction on Experimental Dataset.
Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing, 2023

A Case Study of Data Management Challenges Presented in Large-Scale Machine Learning Workflows.
Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023

2022
A case study on parallel HDF5 dataset concatenation for high energy physics data analysis.
Parallel Comput., 2022

Improving scalability of parallel CNN training by adaptively adjusting parameter update frequency.
J. Parallel Distributed Comput., 2022

An Incremental Phase Mapping Approach for X-ray Diffraction Patterns using Binary Peak Representations.
CoRR, 2022

A Case Study on Parallel HDF5 Dataset Concatenation for High Energy Physics Data Analysis.
CoRR, 2022

BRNet: Branched Residual Network for Fast and Accurate Predictive Modeling of Materials Properties.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

To Shuffle or Not To Shuffle: Mini-Batch Shuffling Strategies for Multi-class Imbalanced Classification.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

Which Deep Learning Framework Should I Use: A Comparative Study For Deep Regression Modeling.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

Using Multi-Resolution Data to Accelerate Neural Network Training in Scientific Applications.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021
Harnessing Psycho-lingual and Crowd-Sourced Dictionaries for Predicting Taboos in Written Emotional Disclosure in Anonymous Confession Boards.
J. Heal. Informatics Res., 2021

A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design.
CoRR, 2021

Enhancing Phase Mapping for High-throughput X-ray Diffraction Experiments using Fuzzy Clustering.
Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021

SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network.
Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021

Asynchronous I/O Strategy for Large-Scale Deep Learning Applications.
Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021

Supporting Data Compression in PnetCDF.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Improving MPI Collective I/O for High Volume Non-Contiguous Requests With Intra-Node Aggregation.
IEEE Trans. Parallel Distributed Syst., 2020

Toward Efficient Block Replication Management in Distributed Storage.
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2020

Improving all-to-many personalized communication in two-phase I/O.
Proceedings of the International Conference for High Performance Computing, 2020

Heterogeneous Feature Fusion Based Machine Learning on Shallow-Wide and Heterogeneous-Sparse Industrial Datasets.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Predicting Resource Requirement in Intermediate Palomar Transient Factory Workflow.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

Communication-Efficient Local Stochastic Gradient Descent for Scalable Deep Learning.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Scalable Algorithms for MPI Intergroup Allgather and Allgatherv.
Parallel Comput., 2019

Survivability prediction of colon cancer patients using neural networks.
Health Informatics J., 2019

Improving MPI Collective I/O Performance With Intra-node Request Aggregation.
CoRR, 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

Deep learning based domain knowledge integration for small datasets: Illustrative applications in materials informatics.
Proceedings of the International Joint Conference on Neural Networks, 2019

Transfer Learning Using Ensemble Neural Networks for Organic Solar Cell Screening.
Proceedings of the International Joint Conference on Neural Networks, 2019

Peak Area Detection Network for Directly Learning Phase Regions from Raw X-ray Diffraction Patterns.
Proceedings of the International Joint Conference on Neural Networks, 2019

Data-Driven Insights from Predictive Analytics on Heterogeneous Experimental Data of Industrial Magnetic Materials.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

A Real-Time Iterative Machine Learning Approach for Temperature Profile Prediction in Additive Manufacturing Processes.
Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

Martensite Start Temperature Predictor for Steels Using Ensemble Data Mining.
Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

Improving Scalability of Parallel CNN Training by Adjusting Mini-Batch Size at Run-Time.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Spatiotemporal Real-Time Anomaly Detection for Supercomputing Systems.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Prediction of seebeck coefficient for compounds without restriction to fixed stoichiometry: A machine learning approach.
J. Comput. Chem., 2018

Big data and extreme-scale computing.
Int. J. High Perform. Comput. Appl., 2018

CheMixNet: Mixed DNN Architectures for Predicting Chemical Properties using Multiple Molecular Representations.
CoRR, 2018

DTF: An I/O Arbitration Framework for Multi-component Data Processing Workflows.
Proceedings of the High Performance Computing - 33rd International Conference, 2018

Integration of Burst Buffer in High-level Parallel I/O Library for Exa-scale Computing Era.
Proceedings of the 3rd IEEE/ACM International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems, 2018

Full-Duplex Inter-Group All-to-All Broadcast Algorithms with Optimal Bandwidth.
Proceedings of the 25th European MPI Users' Group Meeting, 2018

Towards Autonomic Science Infrastructure: Architecture, Limitations, and Open Issues.
Proceedings of the 1st International Workshop on Autonomous Infrastructure for Science, 2018

Parallel DBSCAN Algorithm Using a Data Partitioning Strategy with Spark Implementation.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Reducing I/O variability using dynamic I/O path characterization in petascale storage systems.
J. Supercomput., 2017

Legislative prediction with dual uncertainty minimization from heterogeneous information.
Stat. Anal. Data Min., 2017

SILVERBACK+: scalable association mining via fast list intersection for columnar social data.
Knowl. Inf. Syst., 2017

A flexible I/O arbitration framework for netCDF-based big data processing workflows on high-end supercomputers.
Concurr. Comput. Pract. Exp., 2017

Medical Concept Normalization for Online User-Generated Texts.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Forecasting Influenza Levels Using Real-Time Social Media Streams.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Towards Identifying Informal Caregivers of Alzheimer's and Dementia Patients in Social Media.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

A Hybrid Training Algorithm for Recurrent Neural Network Using Particle Swarm Optimization-Based Preprocessing and Temporal Error Aggregation.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Analyzing Informal Caregiving Expression in Social Media.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Building Halo Merger Trees from the Q Continuum Simulation.
Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017

Parallel Deep Convolutional Neural Network Training by Exploiting the Overlapping of Computation and Communication.
Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017

Distinguish Polarity in Bag-of-Words Visualization.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Beating the Artificial Chaos: Fighting OSN Spam Using Its Own Templates.
IEEE/ACM Trans. Netw., 2016

Parallel Community Detection Algorithm Using a Data Partitioning Strategy with Pairwise Subdomain Duplication.
Proceedings of the High Performance Computing - 31st International Conference, 2016

A Novel Scalable DBSCAN Algorithm with Spark.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Towards Informal Caregiver Identification in Social Media.
Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

Predicting the Outcome of Startups: Less Failure, More Success.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

A Formation Energy Predictor for Crystalline Materials Using Ensemble Data Mining.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Five Year Life Expectancy Calculator for Older Adults.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Identifying hotspots in five year survival electronic health records of older adults.
Proceedings of the 6th IEEE International Conference on Computational Advances in Bio and Medical Sciences, 2016

AGORAS: A Fast Algorithm for Estimating Medoids in Large Datasets.
Proceedings of the International Conference on Computational Science 2016, 2016

Parallel Implementation of Lossy Data Compression for Temporal Data Sets.
Proceedings of the 23rd IEEE International Conference on High Performance Computing, 2016

Parallel DTFE Surface Density Field Reconstruction.
Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

A Filtering-based Clustering Algorithm for Improving Spatio-temporal Kriging Interpolation Accuracy.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

A Fatigue Strength Predictor for Steels Using Ensemble Data Mining: Steel Fatigue Strength Predictor.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

PinterNet: A thematic label curation tool for large image datasets.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Materials discovery: Understanding polycrystals from large-scale electron patterns.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Evaluation of K-means data clustering algorithm on Intel Xeon Phi.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
IOPro: a parallel I/O profiling and visualization framework for high-performance storage systems.
J. Supercomput., 2015

Fast Algorithms for the Maximum Clique Problem on Massive Graphs with Applications to Overlapping Community Detection.
Internet Math., 2015

Fast Neural Networks with Circulant Projections.
CoRR, 2015

Incremental, distributed single-linkage hierarchical clustering algorithm using mapreduce.
Proceedings of the Symposium on High Performance Computing, 2015

An Exploration of Parameter Redundancy in Deep Networks with Circulant Projections.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization.
Proceedings of the Eighth International Conference on Contemporary Computing, 2015

Running MAP Inference on Million Node Graphical Models: A High Performance Computing Perspective.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

A Scalable Hierarchical Clustering Algorithm Using Spark.
Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015

Mining Social Media Streams to Improve Public Health Allergy Surveillance.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Reducing infrequent-token perplexity via variational corpora.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014
Data Compression for the Exascale Computing Era - Survey.
Supercomput. Front. Innov., 2014

Excavating social circles via user interests.
Soc. Netw. Anal. Min., 2014

Incorporating conditional random fields and active learning to improve sentiment identification.
Neural Networks, 2014

MuSES: Multilingual Sentiment Elicitation System for Social Media Data.
IEEE Intell. Syst., 2014

IBM-Northwestern@TRECVID 2014: Surveillance Event Detection.
Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

Memory-efficient Query-driven Community Detection with Application to Complex Disease Associations.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Batch Mode Active Learning with Hierarchical-Structured Embedded Variance.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing.
Proceedings of the International Conference for High Performance Computing, 2014

Enhancing Financial Decision-Making Using Social Behavior Modeling.
Proceedings of the 8th Workshop on Social Network Mining and Analysis, 2014

A New Parallel Algorithm for Two-Pass Connected Component Labeling.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Estimating Online User Location Distribution without GPS Location.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Dual Uncertainty Minimization Regularization and Its Applications on Heterogeneous Data.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Social Role Identification via Dual Uncertainty Minimization Regularization.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

SILVERBACK: Scalable association mining for temporal data in columnar probabilistic databases.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Keynote speakers: Big data science and social networks - Accelerating insights and building value.
Proceedings of the 23rd International Conference on Computer Communication and Networks, 2014

Temporal Sequence Modeling for Video Event Detection.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Clique guided community detection.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Indexing bipartite memberships in web graphs.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

Spam ain't as diverse as it seems: throttling OSN spam with templates underneath.
Proceedings of the 30th Annual Computer Security Applications Conference, 2014

2013
FPGA architecture for pairwise statistical significance estimation.
Int. J. High Perform. Syst. Archit., 2013

Discovery of extreme events-related communities in contrasting groups of physical system networks.
Data Min. Knowl. Discov., 2013

The Impact of Dynamic Directories on Multicore Interconnects.
Computer, 2013

Fast Algorithms for the Maximum Clique Problem on Massive Sparse Graphs.
Proceedings of the Algorithms and Models for the Web Graph - 10th International Workshop, 2013

IBM Research and Columbia University TRECVID-2013 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), Surveillance Event Detection (SED), and Semantic Indexing (SIN) Systems.
Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Graphical Modeling of Macro Behavioral Targeting in Social Networks.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Scalable parallel OPTICS data clustering using graph algorithmic techniques.
Proceedings of the International Conference for High Performance Computing, 2013

Improving collective I/O performance by pipelining request aggregation and file access.
Proceedings of the 20th European MPI Users's Group Meeting, 2013

A scalable algorithm for single-linkage hierarchical clustering on distributed-memory architectures.
Proceedings of the IEEE Symposium on Large-Scale Data Analysis and Visualization, 2013

Real-time disease surveillance using Twitter data: demonstration on flu and cancer.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective.
Proceedings of the 2nd International Workshop on Big Data, 2013

JobMiner: a real-time system for mining job-related patterns from social media.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Detecting and Tracking Disease Outbreaks by Mining Social Media Data.
Proceedings of the IJCAI 2013, 2013

Forecast Oriented Classification of Spatio-Temporal Extreme Events.
Proceedings of the IJCAI 2013, 2013

Dynamic file striping and data layout transformation on parallel system with fluctuating I/O workload.
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013

Random walk-based graphical sampling in unbalanced heterogeneous bipartite social graphs.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Mining diabetes complication and treatment patterns for clinical decision support.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Bootstrapping active name disambiguation with crowdsourcing.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Feedback-driven multiclass active learning for data streams.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Elver: Recommending Facebook pages in cold start situation without content features.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Colon cancer survival prediction using ensemble data mining on SEER data.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Lung transplant outcome prediction using UNOS data.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

A probabilistic graphical model for brand reputation assessment in social networks.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
Delegation-Based I/O Mechanism for High Performance Computing Systems.
IEEE Trans. Parallel Distributed Syst., 2012

Lung cancer survival prediction using ensemble data mining on SEER data.
Sci. Program., 2012

Social media evolution of the Egyptian revolution.
Commun. ACM, 2012

Accelerating pairwise statistical significance estimation for local alignment by harvesting GPU's power.
BMC Bioinform., 2012

Sentiment identification by incorporating syntax, semantics and context information.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

A new scalable parallel DBSCAN algorithm using the disjoint-set data structure.
Proceedings of the SC Conference on High Performance Computing Networking, 2012

IOPin: Runtime Profiling of Parallel I/O in HPC Systems.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Towards Online Spam Filtering in Social Networks.
Proceedings of the 19th Annual Network and Distributed System Security Symposium, 2012

VOXSUP: a social engagement framework.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

CluChunk: clustering large scale user-generated content incorporating chunklet information.
Proceedings of the 1st International Workshop on Big Data, 2012

High Performance Big Data Clustering.
Proceedings of the Transition of HPC Towards Exascale Computing, 2012

Parallel hierarchical clustering on shared memory platforms.
Proceedings of the 19th International Conference on High Performance Computing, 2012

On the path to sustainable, scalable, and energy-efficient data analytics: Challenges, promises, and future directions.
Proceedings of the 2012 International Green Computing Conference, 2012

Dynamic Directories: A mechanism for reducing on-chip interconnect power in multicores.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

Probabilistic macro behavioral targeting.
Proceedings of the 2012 workshop on Data-driven User Behavioral Modelling and Mining from Social Media, 2012

On active learning in hierarchical classification.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Accelerating data mining workloads: current approaches and future challenges in system architecture design.
WIREs Data Mining Knowl. Discov., 2011

Association Rule Mining Based HotSpot Analysis on SEER Lung Cancer Data.
Int. J. Knowl. Discov. Bioinform., 2011

The International Exascale Software Project roadmap.
Int. J. High Perform. Comput. Appl., 2011

Parallel pairwise statistical significance estimation of local sequence alignment using Message Passing Interface library.
Concurr. Comput. Pract. Exp., 2011

DENSE: efficient and prior knowledge-driven discovery of phenotype-associated protein functional modules.
BMC Syst. Biol., 2011

Anatomy of a hash-based long read sequence mapping algorithm for next generation DNA sequencing.
Bioinform., 2011

Improving the Average Response Time in Collective I/O.
Proceedings of the Recent Advances in the Message Passing Interface, 2011

A lung cancer outcome calculator using ensemble data mining on SEER data.
Proceedings of the Tenth International Workshop on Data Mining in Bioinformatics, 2011

Achieving Target MTTF by Duplicating Reliability-Critical Components in High Performance Computing Systems.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Predicting Node Failure in High Performance Computing Systems from Failure and Usage Logs.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

High Performance Data Mining Using R on Heterogeneous Platforms.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Sensitive and Specific Identification of Protein Complexes in "Perturbed" Protein Interaction Networks from Noisy Pull-Down Data.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction.
Proceedings of the IJCAI 2011, 2011

SES: Sentiment Elicitation System for Social Media Data.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Poll: A Citation Text Based System for Identifying High-Impact Contributions of an Article.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Twitter Trending Topic Classification.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Community Dynamics and Analysis of Decadal Trends in Climate Data.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Learning to Group Web Text Incorporating Prior Information.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Identifying HotSpots in Lung Cancer Data Using Association Rule Mining.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Efficient pairwise statistical significance estimation for local sequence alignment using GPU.
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011

Poster: A lung cancer mortality risk calculator based on SEER data.
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011

Poster: Risk prediction for post-operative adverse outcomes in colorectal cancer surgery.
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011

Supporting computational data model representation with high-performance I/O in parallel netCDF.
Proceedings of the 18th International Conference on High Performance Computing, 2011

Lessons Learned from Exploring the Backtracking Paradigm on the GPU.
Proceedings of the Euro-Par 2011 Parallel Processing - 17th International Conference, 2011

Poster: online spam filtering in social networks.
Proceedings of the 18th ACM Conference on Computer and Communications Security, 2011

Mining millions of reviews: a technique to rank products based on importance of reviews.
Proceedings of the 13th International Conference on Electronic Commerce, 2011

2010
A Comprehensive Approach to Image Spam Detection: From Server to Client Solution.
IEEE Trans. Inf. Forensics Secur., 2010

High Utility Itemsets Mining.
Int. J. Inf. Technol. Decis. Mak., 2010

A Scalable Message Passing Interface Implementation of an Ad-Hoc Parallel I/o system.
Int. J. High Perform. Comput. Appl., 2010

Middleware support for many-task computing.
Clust. Comput., 2010

Voice of the Customers: Mining Online Customer Reviews for Product Feature-based Ranking.
Proceedings of the 3rd Workshop on Online Social Networks, 2010

FANGS: high speed sequence mapping for next generation sequencers.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Automated Tracing of I/O Stack.
Proceedings of the Recent Advances in the Message Passing Interface, 2010

Enabling active storage on parallel I/O software stacks.
Proceedings of the IEEE 26th Symposium on Mass Storage Systems and Technologies, 2010

Uncertain Range Queries for Necklaces.
Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

Sensing, Triggers and Mobile (Meta)Data.
Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

pFANGS: Parallel high speed sequence mapping for Next Generation 454-roche Sequencing reads.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

High-End Analytics and Data Mining for Sustainable Competitive Advantage.
Proceedings of the Information Systems, Technology and Management, 2010

A nonnegative sparsity induced similarity measure with application to cluster analysis of spam images.
Proceedings of the IEEE International Conference on Acoustics, 2010

Cashing in on hints for better prefetching and caching in PVFS and MPI-IO.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

MPIPairwiseStatSig: parallel pairwise statistical significance estimation of local sequence alignment.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

Detecting/preventing information leakage on the memory bus due to malicious hardware.
Proceedings of the Design, Automation and Test in Europe, 2010

Quantifying and coping with parametric variations in 3D-stacked microarchitectures.
Proceedings of the 47th Design Automation Conference, 2010

Efficient Pairwise Statistical Significance Estimation using FPGAs.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010

Non-Conservative Pairwise Statistical Significance of Local Sequence Alignment Using Position-Specific Substitution Matrices.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010

Derived distribution points heuristic for fast pairwise statistical significance estimation.
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010

2009
On the Importance of End-to-End Application Performance Monitoring and Workload Analysis at the Exascale.
Int. J. High Perform. Comput. Appl., 2009

High Performance Parallel/Distributed Biclustering Using Barycenter Heuristic.
Proceedings of the SIAM International Conference on Data Mining, 2009

Mining Protein Interactions from Text Using Convolution Kernels.
Proceedings of the New Frontiers in Applied Data Mining, 2009

Exploring concentration and channel slicing in on-chip network router.
Proceedings of the Third International Symposium on Networks-on-Chips, 2009

Active Learning Image Spam Hunter.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Analyzing the impact of on-chip network traffic on program phases for CMPs.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2009

Firefly: illuminating future network-on-chip with nanophotonics.
Proceedings of the 36th International Symposium on Computer Architecture (ISCA 2009), 2009

Using Subfiling to Improve Programming Flexibility and Performance of Parallel Shared-file I/O.
Proceedings of the ICPP 2009, 2009

Failure Data-Driven Selective Node-Level Duplication to Improve MTTF in High Performance Computing Systems.
Proceedings of the High Performance Computing Systems and Applications, 2009

Detailed analysis of I/O traces for large scale applications.
Proceedings of the 16th International Conference on High Performance Computing, 2009

Sentiment Analysis of Conditional Sentences.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Combining I/O operations for multiple array variables in parallel netCDF.
Proceedings of the 2009 IEEE International Conference on Cluster Computing, August 31, 2009

Semi Supervised Image Spam Hunter: A Regularized Discriminant EM Approach.
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

Parallel Data Storage and Access.
Proceedings of the Scientific Data Management - Challenges, Technology, and Deployment., 2009

2008
Distributed File Systems.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

An FPGA-Based Network Intrusion Detection Architecture.
IEEE Trans. Inf. Forensics Secur., 2008

Scaling parallel I/O performance through I/O delegate and caching system.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008

Dynamically adapting file domain partitioning methods for collective I/O based on underlying parallel file system locking protocols.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008

Evaluating the effects of cache redundancy on profit.
Proceedings of the 41st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO-41 2008), 2008

Learning and Leveraging the Relationship between Architecture-Level Measurements and Individual User Satisfaction.
Proceedings of the 35th International Symposium on Computer Architecture (ISCA 2008), 2008

Machine Learning Models to Predict Performance of Computer System Design Alternatives.
Proceedings of the 2008 International Conference on Parallel Processing, 2008

AHPIOS: An MPI-Based Ad Hoc Parallel I/O System.
Proceedings of the 14th International Conference on Parallel and Distributed Systems, 2008

Temperature-aware test scheduling for multiprocessor systems-on-chip.
Proceedings of the 2008 International Conference on Computer-Aided Design, 2008

Image spam hunter.
Proceedings of the IEEE International Conference on Acoustics, 2008

An Efficient FPGA Implementation of Principle Component Analysis based Network Intrusion Detection System.
Proceedings of the Design, Automation and Test in Europe, 2008

Operating System Controlled Processor-Memory Bus Encryption.
Proceedings of the Design, Automation and Test in Europe, 2008

Efficient system design space exploration using machine learning techniques.
Proceedings of the 45th Design Automation Conference, 2008

High-Performance Distributed Data Mining.
Proceedings of the Next Generation of Data Mining., 2008

2007
Parallel Data Mining Algorithms for Association Rules and Clustering.
Proceedings of the Handbook of Parallel Computing - Models, Algorithms and Applications., 2007

High-Performance Techniques for Parallel I/O.
Proceedings of the Handbook of Parallel Computing - Models, Algorithms and Applications., 2007

Compiler-Directed Energy Optimization for Parallel Disk Based Systems.
IEEE Trans. Parallel Distributed Syst., 2007

Network and device-level impacts: performance and reliability of active I/O storage systems.
J. Supercomput., 2007

Cooperative Client-Side File Caching for MPI Applications.
Int. J. High Perform. Comput. Appl., 2007

Microarchitectures for Managing Chip Revenues under Process Variations.
IEEE Comput. Archit. Lett., 2007

Using MPI file caching to improve parallel write performance for large-scale scientific applications.
Proceedings of the ACM/IEEE Conference on High Performance Networking and Computing, 2007

Noncontiguous locking techniques for parallel file systems.
Proceedings of the ACM/IEEE Conference on High Performance Networking and Computing, 2007

An Implementation and Evaluation of Client-Side File Caching for MPI-IO.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

Improving MPI Independent Write Performance Using A Two-Stage Write-Behind Buffering Method.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

Evaluating voltage islands in CMPs under process variations.
Proceedings of the 25th International Conference on Computer Design, 2007

Quantization Error and Accuracy-Performance Tradeoffs for Embedded Data Mining Workloads.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Design and Implementation of an FPGA Architecture for High-Speed Network Feature Extraction.
Proceedings of the 2007 International Conference on Field-Programmable Technology, 2007

Interactive presentation: An FPGA implementation of decision tree classification.
Proceedings of the 2007 Design, Automation and Test in Europe Conference and Exposition, 2007

2006
Scalable Design and Implementations for MPI Parallel Overlapping I/O.
IEEE Trans. Parallel Distributed Syst., 2006

Multicollective I/O: A technique for exploiting inter-file access patterns.
ACM Trans. Storage, 2006

High-Performance Software Protection Using Reconfigurable Architectures.
Proc. IEEE, 2006

Distributed smart disks for I/O-intensive workloads on switched interconnects.
Future Gener. Comput. Syst., 2006

Mining Frequent Patterns by Differential Refinement of Clustered Bitmaps.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Exploiting Shared Memory to Improve Parallel I/O Performance.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2006

A Scalable Distributed Stream Mining System for Highway Traffic Data.
Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

Evaluating I/O characteristics and methods for storing structured scientific data.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

An Architectural Characterization Study of Data Mining and Bioinformatics Workloads.
Proceedings of the 2006 IEEE International Symposium on Workload Characterization, 2006

MineBench: A Benchmark Suite for Data Mining Workloads.
Proceedings of the 2006 IEEE International Symposium on Workload Characterization, 2006

Exploring I/O Strategies for Parallel Sequence-Search Tools with S3aSim.
Proceedings of the 15th IEEE International Symposium on High Performance Distributed Computing, 2006

A reconfigurable architecture for network intrusion detection using principal component analysis.
Proceedings of the ACM/SIGDA 14th International Symposium on Field Programmable Gate Arrays, 2006

A New Flexible MPI Collective I/O Implementation.
Proceedings of the 2006 IEEE International Conference on Cluster Computing, 2006

Scalable Approaches for Supporting MPI-IO Atomicity.
Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006

2005
Performance Evaluation of a Parallel Pipeline Computational Model for Space-Time Adaptive Processing.
J. Supercomput., 2005

SAFE-OPS: An approach to embedded software security.
ACM Trans. Embed. Comput. Syst., 2005

Processor-embedded distributed smart disks for I/O-intensive workloads: architectures, performance models and evaluation.
J. Parallel Distributed Comput., 2005

Cooperative Write-Behind Data Buffering for MPI I/O.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2005

Exposing disk layout to compiler for reducing energy consumption of parallel disk based systems.
Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2005

Impact of Interconnect Protocols and Device-Level Performance on Distributed Active Storage Architectures.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2005

A Two-Phase Algorithm for Fast Discovery of High Utility Itemsets.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Fault Recovery Designs for Processor-Embedded Distributed Storage Architectures with I/O-Intensive DB Workloads.
Proceedings of the 22nd IEEE / 13th NASA Goddard Conference on Mass Storage Systems and Technologies (MSST 2005), 2005

Dynamic Compilation for Reducing Energy Consumption of I/O-Intensive Applications.
Proceedings of the Languages and Compilers for Parallel Computing, 2005

Performance Study of a Compiler/Hardware Approach to Embedded Systems Security.
Proceedings of the Intelligence and Security Informatics, 2005

CODESSEAL: Compiler/FPGA Approach to Secure Applications.
Proceedings of the Intelligence and Security Informatics, 2005

Software-Directed Disk Power Management for Scientific Applications.
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

Power and Performance in I/O for Scientific Applications.
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

Design and Evaluation of Database Layouts for MEMS-Based Storage Systems.
Proceedings of the Ninth International Database Engineering and Applications Symposium (IDEAS 2005), 2005

Collective caching: application-aware client-side file caching.
Proceedings of the 14th IEEE International Symposium on High Performance Distributed Computing, 2005

Real-Time Feature Extraction for High Speed Networks.
Proceedings of the 2005 International Conference on Field Programmable Logic and Applications (FPL), 2005

Exploiting Multi-Grained Parallelism in Reconfigurable SBC Architectures.
Proceedings of the 13th IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM 2005), 2005

Design of a Hardware Accelerator for Density Based Clustering Applications.
Proceedings of the 16th IEEE International Conference on Application-Specific Systems, 2005

2004
Compiler-directed scratch pad memory optimization for embedded multiprocessors.
IEEE Trans. Very Large Scale Integr. Syst., 2004

A high-performance distributed parallel file system for data-intensive computations.
J. Parallel Distributed Comput., 2004

Evaluating structured I/O methods for parallel file systems.
Int. J. High Perform. Comput. Netw., 2004

Scalable High-level Caching for Parallel I/O.
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

Processor-Embedded Distributed MEMS-Based Storage Systems for High-Performance I/O.
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

A Window-Based Approach to Retrieving Memory-Resident Data for Query Execution.
Proceedings of the 8th International Database Engineering and Applications Symposium (IDEAS 2004), 2004

Exploring Area/Delay Tradeoffs in an AES FPGA Implementation.
Proceedings of the Field Programmable Logic and Application, 2004

Addressing application integrity attacks using a reconfigurable architecture.
Proceedings of the ACM/SIGDA 12th International Symposium on Field Programmable Gate Arrays, 2004

Flexible Software Protection Using Hardware/Software Codesign Techniques.
Proceedings of the 2004 Design, 2004

Data Windows: A Data-Centric Approach for Query Execution in Memory-Resident Databases.
Proceedings of the 2004 Design, 2004

Energy management schemes for memory-resident database systems.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

Reducing energy consumption of queries in memory-resident database systems.
Proceedings of the 2004 International Conference on Compilers, 2004

2003
A high-performance application data environment for large-scale scientific computations.
IEEE Trans. Parallel Distributed Syst., 2003

Reducing False Sharing and Improving Spatial Locality in a Unified Compilation Framework.
IEEE Trans. Parallel Distributed Syst., 2003

A distributed multi-storage I/O system for data intensive scientific computing.
Parallel Comput., 2003

High-performance scientific data management system.
J. Parallel Distributed Comput., 2003

A hierarchical disk scheduler for multimedia systems.
Future Gener. Comput. Syst., 2003

Parallel netCDF: A Scientific High-Performance I/O Interface
CoRR, 2003

A Distributed Multi-Storage Resource Architecture and I/O Performance Prediction for Scientific Computing.
Clust. Comput., 2003

Parallel netCDF: A High-Performance Scientific I/O Interface.
Proceedings of the ACM/IEEE SC2003 Conference on High Performance Networking and Computing, 2003

Evaluation of Application-aware Heterogeneous Embedded Systems for Performance and Energy Consumption.
Proceedings of the 9th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS 2003), 2003

Design and Evaluation of a Parallel HOP Clustering Algorithm for Cosmological Simulation.
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003

Scalable Implementations of MPI Atomicity for Concurrent Overlapping I/O.
Proceedings of the 32nd International Conference on Parallel Processing (ICPP 2003), 2003

Design and Evaluation of Distributed Smart Disk Architecture for I/O-Intensive Workloads.
Proceedings of the Computational Science - ICCS 2003, 2003

An Energy-Oriented Evaluation of Communication Optimizations for Microcensor Networks.
Proceedings of the Euro-Par 2003. Parallel Processing, 2003

Exploiting On-Chip Data Transfers for Improving Performance of Chip-Scale Multiprocessors.
Proceedings of the Euro-Par 2003. Parallel Processing, 2003

An Integrated Approach for Improving Cache Behavior.
Proceedings of the 2003 Design, 2003

Efficient Structured Data Access in Parallel File Systems.
Proceedings of the 2003 IEEE International Conference on Cluster Computing (CLUSTER 2003), 2003

Noncontiguous I/O Accesses Through MPI-IO.
Proceedings of the 3rd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2003), 2003

Hardware/Software Techniques for Improving Cache Performance in Embedded Systems.
Proceedings of the Embedded Software for SoC, 2003

2002
An Experimental Evaluation of I/O Optimizations on Different Applications.
IEEE Trans. Parallel Distributed Syst., 2002

An I/O-Conscious Tiling Strategy for Disk-Resident Data Sets.
J. Supercomput., 2002

Design and Implementation of a Parallel I/O Runtime System for Irregular Applications.
J. Parallel Distributed Comput., 2002

Strategies for Improving Data Locality in Embedded Applications.
Proceedings of the 7th Asia and South Pacific Design Automation Conference (ASP-DAC 2002), 2002

Power protocol: reducing power dissipation on off-chip data buses.
Proceedings of the 35th Annual International Symposium on Microarchitecture, 2002

A Hybrid Strategy Based on Data Distribution and Migration for Optimizing Memory Locality.
Proceedings of the Languages and Compilers for Parallel Computing, 15th Workshop, 2002

Compiler-Directed I/O Optimization.
Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002

Exploiting Inter-File Access Patterns Using Multi-Collective I/O.
Proceedings of the FAST '02 Conference on File and Storage Technologies, 2002

Enhancing Compiler Techniques for Memory Energy Optimizations.
Proceedings of the Embedded Software, Second International Conference, 2002

Accurate Area and Delay Estimators for FPGAs.
Proceedings of the 2002 Design, 2002

Exploiting shared scratch pad memory space in embedded multiprocessor systems.
Proceedings of the 39th Design Automation Conference, 2002

Compiler-directed scratch pad memory hierarchy design and management.
Proceedings of the 39th Design Automation Conference, 2002

I/O Analysis and Optimization for an AMR Cosmology Application.
Proceedings of the 2002 IEEE International Conference on Cluster Computing (CLUSTER 2002), 2002

Noncontiguous I/O through PVFS.
Proceedings of the 2002 IEEE International Conference on Cluster Computing (CLUSTER 2002), 2002

MS-I/O: A Distributed Multi-Storage I/O System.
Proceedings of the 2nd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2002), 2002

An integrated approach to reducing power dissipation in memory hierarchies.
Proceedings of the International Conference on Compilers, 2002

Optimizing inter-nest data locality.
Proceedings of the International Conference on Compilers, 2002

PACT HDL: a C compiler targeting ASICs and FPGAs with power and performance optimizations.
Proceedings of the International Conference on Compilers, 2002

Compilation for Distributed Memory Architectures.
Proceedings of the Compiler Design Handbook: Optimizations and Machine Code Generation, 2002

2001
Static and Dynamic Locality Optimizations Using Integer Linear Programming.
IEEE Trans. Parallel Distributed Syst., 2001

An algorithm for synthesis of large time-constrained heterogeneous adaptive systems.
ACM Trans. Design Autom. Electr. Syst., 2001

A Layout-Conscious Iteration Space Transformation Technique.
IEEE Trans. Computers, 2001

Handling context-sensitive syntactic issues in the design of a front-end for a MATLAB compiler.
ACM SIGAPL APL Quote Quad, 2001

Design and Evaluation of a Smart Disk Cluster for DSS Commercial Workloads.
J. Parallel Distributed Comput., 2001

PARSIMONY: An Infrastructure for Parallel Multidimensional Analysis and Data Mining.
J. Parallel Distributed Comput., 2001

Efficient Synthesis of Array Intensive Computations onto FPGA Based Accelerators.
Proceedings of the 14th International Conference on VLSI Design (VLSI Design 2001), 2001

Fpga Hardware Synthesis From Matlab.
Proceedings of the 14th International Conference on VLSI Design (VLSI Design 2001), 2001

Adaptive Grids for Clustering Massive Data Sets.
Proceedings of the First SIAM International Conference on Data Mining, 2001

A Scientific Data Management System for Irregular Applications.
Proceedings of the 15th International Parallel & Distributed Processing Symposium (IPDPS-01), 2001

An Integrated Graphical User Interface for High Performance Distributed Computing.
Proceedings of the International Database Engineering & Applications Symposium, 2001

DPFS: A Distributed Parallel File System.
Proceedings of the 2001 International Conference on Parallel Processing, 2001

A System for Synthesizing Optimized FPGA Hardware from MATLAB.
Proceedings of the 2001 IEEE/ACM International Conference on Computer-Aided Design, 2001

JETTY: Filtering Snoops for Reduced Energy Consumption in SMP Servers.
Proceedings of the Seventh International Symposium on High-Performance Computer Architecture (HPCA'01), 2001

Parallelization of MATLAB Applications for a Multi-FPGA System.
Proceedings of the 9th Annual IEEE Symposium on Field-Programmable Custom Computing Machines, 2001

Precision and error analysis of MATLAB applications during automated hardware synthesis for FPGAs.
Proceedings of the Conference on Design, Automation and Test in Europe, 2001

Automated synthesis of pipelined designs on FPGAs for signal and image processing applications described in MATLAB.
Proceedings of ASP-DAC 2001, 2001

2000
A Unified Framework for Optimizing Locality, Parallelism, and Communication in Out-of-Core Computations.
IEEE Trans. Parallel Distributed Syst., 2000

Minimizing Data and Synchronization Costs in One-Way Communication.
IEEE Trans. Parallel Distributed Syst., 2000

Design, implementation and evaluation of parallel pipelined STAP on parallel computers.
IEEE Trans. Aerosp. Electron. Syst., 2000

Compiler Algorithms for Optimizing Locality and Parallelism on Shared and Distributed-Memory Machines.
J. Parallel Distributed Comput., 2000

Data management for large-scale scientific computations in high performance distributed systems.
Clust. Comput., 2000

Integrating Parallel File I/O and Database Support for High-Performance Scientific Data Management.
Proceedings of the Proceedings Supercomputing 2000, 2000

Tertiary Storage Organization for Large Multidimensional Datasets.
Proceedings of the Eighth NASA Goddard Space Flight Center Conference on Mass Storage Systems and Technologies in cooperation with Seventeenth IEEE Symposium on Mass Storage Systems, 2000

APRIL: A Run-Time Library for Tape-Resident Data.
Proceedings of the Eighth NASA Goddard Space Flight Center Conference on Mass Storage Systems and Technologies in cooperation with Seventeenth IEEE Symposium on Mass Storage Systems, 2000

Design and Evaluation of I/O Strategies for Parallel Pipelined STAP Applications.
Proceedings of the 14th International Parallel & Distributed Processing Symposium (IPDPS'00), 2000

A novel application development environment for large-scale scientific computations.
Proceedings of the 14th international conference on Supercomputing, 2000

A Scalable Parallel Subspace Clustering Algorithm for Massive Data Sets.
Proceedings of the 2000 International Conference on Parallel Processing, 2000

Design and Evaluation of Smart Disk Architecture for DSS Commercial Workloads.
Proceedings of the 2000 International Conference on Parallel Processing, 2000

Match Virtual Machine: An Adaptive Runtime System to Execute MATLAB in Parallel.
Proceedings of the 2000 International Conference on Parallel Processing, 2000

A Distributed Multi-Storage Resource Architecture and I/O Performance Prediction for Scientific Computing.
Proceedings of the Ninth IEEE International Symposium on High Performance Distributed Computing, 2000

Meta-data Management System for High-Performance Large-Scale Scientific Data Access.
Proceedings of the High Performance Computing, 2000

Parallel algorithms for FPGA placement.
Proceedings of the 10th ACM Great Lakes Symposium on VLSI 2000, 2000

A MATLAB Compiler for Distributed, Heterogeneous, Reconfigurable Computing Systems.
Proceedings of the 8th IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM 2000), 2000

Scheduling Queries for Tape-Resident Data.
Proceedings of the Euro-Par 2000, Parallel Processing, 6th International Euro-Par Conference, Munich, Germany, August 29, 2000

Design and Evaluation of a Compiler-Directed Collective I/O Technique.
Proceedings of the Euro-Par 2000, Parallel Processing, 6th International Euro-Par Conference, Munich, Germany, August 29, 2000

A System-Level Synthesis Algorithm with Guaranteed Solution Quality.
Proceedings of the 2000 Design, 2000

Scheduling algorithms for automated synthesis of pipelined designs on FPGAs for applications described in MATLAB.
Proceedings of the 2000 International Conference on Compilers, 2000

1999
A Linear Algebra Framework for Automatic Determination of Optimal Data Layouts.
IEEE Trans. Parallel Distributed Syst., 1999

A global communication optimization technique based on data-flow analysis and linear algebra.
ACM Trans. Program. Lang. Syst., 1999

Techniques for Increasing the Stream Capacity of A High-Performance Multimedia Server.
IEEE Trans. Knowl. Data Eng., 1999

Improving Cache Locality by a Combination of Loop and Data Transformation.
IEEE Trans. Computers, 1999

A Matrix-Based Approach to Global Locality Optimization.
J. Parallel Distributed Comput., 1999

An Infrastructure for Scalable Parallel Multidimensional Analysis.
Proceedings of the 11th International Conference on Scientific and Statistical Database Management, 1999

Improving Locality Using a Graph-Based Technique for Detecting Memory Layouts of Arrays.
Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

System Level Meta-data for High-Performance Data management.
Proceedings of the 3rd IEEE Metadata Conference 1999, MD 1999, Bethesda, 1999

Efficient Parallel Classification Using Dimensional Aggregates.
Proceedings of the Large-Scale Parallel Data Mining, 1999

Multi-Threaded Design and Implementation of Parallel Pipelined STAP on Parallel Computers with SMP Nodes.
Proceedings of the 13th International Parallel Processing Symposium / 10th Symposium on Parallel and Distributed Processing (IPPS / SPDP '99), 1999

A Graph Based Framework to Detect Optimal Memory Layouts for Improving Data Locality.
Proceedings of the 13th International Parallel Processing Symposium / 10th Symposium on Parallel and Distributed Processing (IPPS / SPDP '99), 1999

Design and Implementation of a Scalable Parallel System for Multidimensional Analysis and OLAP.
Proceedings of the 13th International Parallel Processing Symposium / 10th Symposium on Parallel and Distributed Processing (IPPS / SPDP '99), 1999

A Parallel Scalable Infrastructure for OLAP and Data Mining.
Proceedings of the 1999 International Database Engineering and Applications Symposium, 1999

An integer linear programming approach for optimizing cache locality.
Proceedings of the 13th international conference on Supercomputing, 1999

A Framework for Interprocedural Locality Optimization Using Both Loop and Data Layout Transformations.
Proceedings of the International Conference on Parallel Processing 1999, 1999

Compiler Optimizations for I/O-Intensive Computations.
Proceedings of the International Conference on Parallel Processing 1999, 1999

Design and Evaluation of a Multimedia Integrated Parallel File System.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Data Management for Large-Scale Scientific Computations in High Performance Distributed Systems.
Proceedings of the Eighth IEEE International Symposium on High Performance Distributed Computing, 1999

High Performance Parallel I/O Schemes for Irregular Applications on Clusters of Workstations.
Proceedings of the High-Performance Computing and Networking, 7th International Conference, 1999

Restructuring I/O-Intensive Computations for Locality.
Proceedings of the High-Performance Computing and Networking, 7th International Conference, 1999

I/O Implementation and Evaluation of Parallel Pipelined STAP on High Performance Computers.
Proceedings of the High Performance Computing, 1999

I/O-Conscious Tiling for Disk-Resident Data Sets.
Proceedings of the Euro-Par '99 Parallel Processing, 5th International Euro-Par Conference, Toulouse, France, August 31, 1999

Hierarchical scheduling for disk I/O in an integrated environment.
Proceedings of the Computers and Their Applications (CATA-99), 1999

Optimizations to Provide High Performance Parallel I/O for Irregular Applications.
Proceedings of the 17th IASTED International Conference on Applied Informatics, 1999

Optimizing I/O for Irregular Applications on Distributed-Memory Machines.
Proceedings of the Parallel Computation, 1999

On Reducing False Sharing while Improving Locality on Shared Memory Multiprocessors.
Proceedings of the 1999 International Conference on Parallel Architectures and Compilation Techniques, 1999

1998
Comments on "Mesh and Pyramid Algorithms for Iconic indexing": authors' reply.
Pattern Recognit., 1998

Compilation Techniques for Out-of-Core Parallel Computations.
Parallel Comput., 1998

Locality Optimization Algorithms for Compilation of Out-of-Core Codes.
J. Inf. Sci. Eng., 1998

An Experimental Study to Analyze and Optimize Hartree-Fock Application's I/O with Passion.
Int. J. High Perform. Comput. Appl., 1998

High Performance Multidimensional Analysis and Data Mining.
Proceedings of the ACM/IEEE Conference on Supercomputing, 1998

Performance Enhancement Using Intra-server Caching in a Continuous Media Server.
Proceedings of the RIDE'98, 1998

Improving Locality Using Loop and Data Transformations in an Integrated Framework.
Proceedings of the 31st Annual IEEE/ACM International Symposium on Microarchitecture, 1998

Improving Locality in Out-of-Core Computations Using Data Layout Transformations.
Proceedings of the Languages, 1998

Language and Compiler Support for Out-of-Core Irregular Applications on Distributed-Memory Multiprocessors.
Proceedings of the Languages, 1998

A Loop Transformation Algorithm Based on Explicit Data Layout Representation for Optimizing Locality.
Proceedings of the Languages and Compilers for Parallel Computing, 1998

COMPASSION: A Parallel I/O Runtime System Including Chunking and Compression for Irregular Applications.
Proceedings of the Solving Irregularly Structured Problems in Parallel, 1998

Design and Implementation of a Parallel I/O Runtime System for Irregular Applications.
Proceedings of the 12th International Parallel Processing Symposium / 9th Symposium on Parallel and Distributed Processing (IPPS/SPDP '98), March 30, 1998

A Generalized Framework for Global Communication Optimization.
Proceedings of the 12th International Parallel Processing Symposium / 9th Symposium on Parallel and Distributed Processing (IPPS/SPDP '98), March 30, 1998

High Performance Data Mining Using Data Cubes on Parallel Computers.
Proceedings of the 12th International Parallel Processing Symposium / 9th Symposium on Parallel and Distributed Processing (IPPS/SPDP '98), March 30, 1998

Design, Implementation and Evaluation of Parallel Pipelined STAP on Parallel Computers.
Proceedings of the 12th International Parallel Processing Symposium / 9th Symposium on Parallel and Distributed Processing (IPPS/SPDP '98), March 30, 1998

A Hyperplane Based Approach for Optimizing Spatial Locality in Loop Nests.
Proceedings of the 12th international conference on Supercomputing, 1998

An Efficient Uniform Run-time Scheme for Mixed Regular-irregular Applications.
Proceedings of the 12th international conference on Supercomputing, 1998

Performance Implications of Architectural and Software Techniques on I/O-Intensive Applications.
Proceedings of the 1998 International Conference on Parallel Processing (ICPP '98), 1998

COMPASSION: A Parallel I/O Runtime System Including Chunking and Compression for Irregular Applications.
Proceedings of the High-Performance Computing and Networking, 1998

Extended collective I/O for efficient retrieval of large objects.
Proceedings of the 5th International Conference On High Performance Computing, 1998

Enhancing Spatial Locality via Data Layout Optimizations.
Proceedings of the Euro-Par '98 Parallel Processing, 1998

High Performance Multidimensional Analysis of Large Datasets.
Proceedings of the DOLAP '98, 1998

A Matrix-Based Approach to the Global Locality Optimization Problem.
Proceedings of the 1998 International Conference on Parallel Architectures and Compilation Techniques, 1998

1997
Batching and Dynamic Allocation Techniques for Increasing the Stream Capacity of an On-Demand Media Server.
Parallel Comput., 1997

An Evaluation of Design Trade-Offs in a High-Performance, Media-on-Demand Server.
Multim. Syst., 1997

A Library-Based Approach to Task Parallelism in a Data-Parallel Language.
J. Parallel Distributed Comput., 1997

High Performance OLAP and Data Mining on Parallel Computers.
Data Min. Knowl. Discov., 1997

Changing Interaction of Compiler and Architecture.
Computer, 1997

Optimization and Evaluation of Hartree-Fock Application's I/O with PASSION.
Proceedings of the ACM/IEEE Conference on Supercomputing, 1997

Techniques for Increasing the Stream Capacity of a Multimedia Server.
Proceedings of the 7th International Workshop on Research Issues in Data Engineering (RIDE '97) High Performance Database Management for Large-Scale Applications, 1997

I/O Optimizations for Compiling Out-of Core Programs on Distributed-Memory Machines.
Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997

HPF-MPI: A Programming System Supporting Task and Data Parallelism.
Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997

Runtime Library for Parallel I/O for Irregular Applications.
Proceedings of the Parallel Computing: Fundamentals, 1997

Parallelization of Irregular Codes Including Out-of-Core Data and Index Arrays.
Proceedings of the Parallel Computing: Fundamentals, 1997

Design and Evaluation of Data Storage and Retrieval Strategies in a Distributed Memory Continuous Media Server.
Proceedings of the 11th International Parallel Processing Symposium (IPPS '97), 1997

MTIO - A Multi-Threaded Parallel I/O System.
Proceedings of the 11th International Parallel Processing Symposium (IPPS '97), 1997

Data Access Reorganizations in Compiling Out-of-Core Data Parallel Programs on Distributed Memory Machines.
Proceedings of the 11th International Parallel Processing Symposium (IPPS '97), 1997

A Unified Compiler Algorithm for Optimizing Locality, Parallelism and Communication in Out-of-core Computations.
Proceedings of the Fifth Workshop on I/O in Parallel and Distributed Systems, 1997

A Compiler Algorithm for Optimizing Locality in Loop Nests.
Proceedings of the 11th international conference on Supercomputing, 1997

Improving the Performance of Out-of-Core Computations.
Proceedings of the 1997 International Conference on Parallel Processing (ICPP '97), 1997

Time dependent priority scheduling for guaranteed QoS systems.
Proceedings of the International Conference On Computer Communications and Networks (ICCCN 1997), 1997

Parallelization of Irregular Out-of-Core Applications for Distributed-Memory Systems.
Proceedings of the High-Performance Computing and Networking, 1997

Global I/O optimizations for out-of-core computations.
Proceedings of the Fourth International on High-Performance Computing, 1997

Parallel data cube construction for high performance on-line analytical processing.
Proceedings of the Fourth International on High-Performance Computing, 1997

Parallel real-time systems: formal specification.
Proceedings of the Fourth International on High-Performance Computing, 1997

Optimization of Out-of-Core Computations Using Chain Vectors.
Proceedings of the Euro-Par '97 Parallel Processing, 1997

1996
Efficient Algorithms for Array Redistribution.
IEEE Trans. Parallel Distributed Syst., 1996

An Extended Two-Phase Method for Accessing Sections of Out-of-Core Arrays.
Sci. Program., 1996

Compilation and Communication Strategies for Out-of-Core Programs on Distributed Memory Machines.
J. Parallel Distributed Comput., 1996

Large-Scale File Systems with the Flexibility of Databases.
ACM Comput. Surv., 1996

Passion: Optimized I/O for Parallel Applications.
Computer, 1996

Double Standards: Bringing Task Parallelism to HPF Via the Message Passing Interface.
Proceedings of the 1996 ACM/IEEE Conference on Supercomputing, 1996

Implementation and Evaluation of Prefetching in the Intel Paragon Parallel File System.
Proceedings of IPPS '96, 1996

Automatic Optimization of Communication in Compiling Out-of-Core Stencil Codes.
Proceedings of the 10th international conference on Supercomputing, 1996

GST networks: learning emergent spatiotemporal correlations.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Techniques for increasing the stream capacity of a multimedia server.
Proceedings of the 3rd International Conference on High Performance Computing, 1996

Communicating data-parallel tasks: an MPI library for HPF.
Proceedings of the 3rd International Conference on High Performance Computing, 1996

Syntax and Semantics of PRETSEL - A Specification Language for Parallel Real-Time Systems.
Proceedings of the 29th Annual Hawaii International Conference on System Sciences (HICSS-29), 1996

Scalable Software Latency Hiding Schemes: Evaluation of the Poststore and Prefetch Options.
Proceedings of the Euro-Par '96 Parallel Processing, 1996

A Framework for Integrated Communication and I/O Placement.
Proceedings of the Euro-Par '96 Parallel Processing, 1996

Runtime Support for Out-of-Core Parallel Programs.
Proceedings of the Input/Output in Parallel and Distributed Computer Systems., 1996

Issues in Compiling I/O Intensive Problems.
Proceedings of the Input/Output in Parallel and Distributed Computer Systems., 1996

1995
Runtime Support and Compilation Methods for User-Specified Irregular Data Distributions.
IEEE Trans. Parallel Distributed Syst., 1995

Complete exchange on the CM-5 and Touchstone Delta.
J. Supercomput., 1995

The Design of VIP-FS: A Virtual, Parallel File System for High Performance Parallel and Distributed Computing.
ACM SIGOPS Oper. Syst. Rev., 1995

Techniques for Scheduling I/O in a High Performance Multimedia-on-Demand Server.
J. Parallel Distributed Comput., 1995

Parallel I/O: Getting ready for prime time.
IEEE Concurr., 1995

Supporting irregular distributions using data-parallel languages.
IEEE Parallel Distributed Technol. Syst. Appl., 1995

Designing and implementing high-performance media-on-demand servers.
IEEE Parallel Distributed Technol. Syst. Appl., 1995

Multimedia Applications and High-Performance Computing.
IEEE Parallel Distributed Technol. Syst. Appl., 1995

A Prefetching Prototype for the Parallel File System on the Paragon.
Proceedings of the 1995 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems, 1995

A Model and Compilation Strategy for Out-of-Core Data Parallel Programs.
Proceedings of the Fifth ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming (PPOPP), 1995

VIP-FS: a VIrtual, Parallel File System for high performance parallel and distributed computing.
Proceedings of IPPS '95, 1995

Communication Strategies for Out-of-Core Programs on Distributed Memory Machines.
Proceedings of the 9th international conference on Supercomputing, 1995

On guaranteed bandwidth channels.
Proceedings of the 1995 International Conference on Network Protocols, 1995

Design and Evaluation of Data Access Stratecies in a High Performance Multimedia-on-Demand Server.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1995

1994
Optimal Processor Assignment for a Class of Pipelined Computations.
IEEE Trans. Parallel Distributed Syst., 1994

Graph Contraction for Mapping Data on Parallel Computers: A Quality-Cost Tradeoff.
Sci. Program., 1994

Compilation of out-of-core data parallel programs for distributed memory machines.
SIGARCH Comput. Archit. News, 1994

A Scalable Distributed Shared Memory Architecture.
J. Parallel Distributed Comput., 1994

Connected Component Labeling on Coarse Grain Parallel Computers: An Experimental Study.
J. Parallel Distributed Comput., 1994

Compiling Fortran 90D/HPF for Distributed Memory MIMD Computers.
J. Parallel Distributed Comput., 1994

High-Performance I/O for Massively Parallel Computers: Problems and Prospects.
Computer, 1994

Complete Exchange on a Wormhole Routed Mesh.
Proceedings of the MASCOTS '94, Proceedings of the Second International Workshop on Modeling, Analysis, and Simulation On Computer and Telecommunication Systems, January 31, 1994

All-to-All Communication on Meshes with Wormhole Routing.
Proceedings of the 8th International Symposium on Parallel Processing, 1994

Compiler and runtime support for out-of-core HPF programs.
Proceedings of the 8th international conference on Supercomputing, 1994

1993
NETRA: A Hierarchical and Partitionable Architecture for Computer Vision Systems.
IEEE Trans. Parallel Distributed Syst., 1993

Improved parallel I/O via a two-phase run-time access strategy.
SIGARCH Comput. Archit. News, 1993

An Efficient Heuristic Scheme for Dynamic Remapping of Parallel Computations.
Parallel Comput., 1993

Unified Compilation of Fortran 77D and 90D.
LOPLAS, 1993

Design and Analysis of an Optical Communications Processor.
J. Parallel Distributed Comput., 1993

Experimental Performance Evaluation of the CM-5.
J. Parallel Distributed Comput., 1993

Parallel I/O Systems - Guest Editor's Introduction.
J. Parallel Distributed Comput., 1993

Performance Comparison of the CM-5 and Intel Touchstone Delta for Data Parallel Operations.
Proceedings of the Fifth IEEE Symposium on Parallel and Distributed Processing, 1993

Compiling Distribution Directives in a FORTRAN 90D Compiler.
Proceedings of the Fifth IEEE Symposium on Parallel and Distributed Processing, 1993

Runtime compilation techniques for data partitioning and communication schedule reuse.
Proceedings of the Proceedings Supercomputing '93, 1993


High performance Fortran: implementor and users workshop.
Proceedings of the Proceedings Supercomputing '93, 1993

Fortran 90D/HPF compiler for distributed memory MIMD computers: design, implementation, and performance results.
Proceedings of the Proceedings Supercomputing '93, 1993

Design and Evaluation of primitives for Parallel I/O.
Proceedings of the Proceedings Supercomputing '93, 1993

A Compilation Approach for Fortran 90D/ HPF Compilers.
Proceedings of the Languages and Compilers for Parallel Computing, 1993

Parallel Computation of Solvent Accessible Surface Area of Protein Molecules.
Proceedings of the Seventh International Parallel Processing Symposium, 1993

Mapping Realistic Data Sets on Parallel Computers.
Proceedings of the Seventh International Parallel Processing Symposium, 1993

Graph Contraction for Physical Optimization Methods: A Quality-Cost Tradeoff for Mapping Data on Parallel Computers.
Proceedings of the 7th international conference on Supercomputing, 1993

An Experimental Performance Evaluation of Touchstone Delta Concurrent File System.
Proceedings of the 7th international conference on Supercomputing, 1993

1992
Mesh and pyramid algorithms for iconic indexing.
Pattern Recognit., 1992

Parallel Implementation and Evaluation of a Motion Estimation System Algorithms.
J. Parallel Distributed Comput., 1992

Shared-Memory Multiprocessor Simulations to Study Dynamic Characteristics of Two-Level Caches.
Int. J. Comput. Simul., 1992

Run-time data decomposition for parallel implementation of image processing and computer vision tasks.
Concurr. Pract. Exp., 1992

Architectural Support for Designing Fault-Tolerant Open Distributed Systems.
Computer, 1992

Parallel Processing for Computer Vision and Image Understanding - Guest Editors' Introduction to the Special Issue.
Computer, 1992

Embedding Data Mappers with Distributed Memory Machine Compilers.
Proceedings of the 2nd SIGPLAN Workshop on Languages, Compilers, and Run-Time Environments for Distributed Memory Multiprocessors, Boulder, Colorado, September 30, 1992

Scheduling Regular and Irregular Communication Patterns on the CM-5.
Proceedings of the Proceedings Supercomputing '92, 1992

An Evaluation of Set-Associativity in Two-Level Caches for Shared Memory Multiprocessors.
Proceedings of the PARLE '92: Parallel Architectures and Languages Europe, 1992

Evaluation of Connected Component Labeling Algorithms on Shared and Distributed Memory Multiprocessors.
Proceedings of the 6th International Parallel Processing Symposium, 1992

1991
A bibliography for multiprocessor cache memories.
SIGARCH Comput. Archit. News, 1991

Implementation and Evaluation of Hough Transform Algorithms on a Shared-Memory Multiprocessor.
J. Parallel Distributed Comput., 1991

Guided Scheduling Schemes for Image Understanding Tasks for Shared and Distributed Memory Multiprocessors.
Proceedings of the Fifth International Parallel Processing Symposium, Proceedings, Anaheim, California, USA, April 30, 1991

Shared memory multiprocessor implementation and evaluation of Hough transform algorithm.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

1990
Optical switching and routing architectures for fiber-optic computer communication networks.
Proceedings of the 15th Conference on Local Computer Networks, 1990

Parallel implementation and evaluation of motion estimation system algorithms on a distributed memory multiprocessor using knowledge based mappings.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

A reconfigurable and hierarchical parallel processing architecture: performance results for stereo vision.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

Performance Evaluation of Clusters of NETRA: An Architecture for Computer Vision Systems.
Proceedings of the 1990 International Conference on Parallel Processing, 1990

Cost of Distributed Deadlock Detection: A Performance Study.
Proceedings of the Sixth International Conference on Data Engineering, 1990

1989
Parallel architectures and parallel algorithms for integrated vision systems
PhD thesis, 1989

Correction to "A Modified Priority Based Probe Algorithm for Distributed Deadlock Detection and Resolution".
IEEE Trans. Software Eng., 1989

A Modified Priority Based Probe Algorithm for Distributed Deadlock Detection and Resolution.
IEEE Trans. Software Eng., 1989

Load balancing and task decomposition techniques for parallel implementation of integrated vision systems algorithms.
Proceedings of the Proceedings Supercomputing '89, Reno, NV, USA, November 12-17, 1989, 1989

1988
A Parallel Processing Architecture for an Integrated Vision System.
Proceedings of the International Conference on Parallel Processing, 1988

1987
A Priority Based Probe Algorithm for Distributed Deadlock Detection and Resolution.
Proceedings of the 7th International Conference on Distributed Computing Systems, 1987


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