Vijay Gadepally

Nat. Mac. Intell., October, 2023

Sustainable HPC: Modeling, Characterization, and Implications of Carbon Footprint in Modern HPC Systems.

[BibT_eX]

[DOI]

CoRR, 2023

Green Carbon Footprint for Model Inference Serving via Exploiting Mixed-Quality Models and GPU Partitioning.

[BibT_eX]

[DOI]

CoRR, 2023

Clover: Toward Sustainable AI with Carbon-Aware Machine Learning Inference Service.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2023

Toward Sustainable HPC: Carbon Footprint Estimation and Environmental Implications of HPC Systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2023

From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

Lincoln AI Computing Survey (LAICS) Update.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

Focusing and Calibration of Large Scale Network Sensors Using GraphBLAS Anonymized Hypersparse Matrices.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

Deployment of Real-Time Network Traffic Analysis Using GraphBLAS Hypersparse Matrices and D4M Associative Arrays.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

Mapping of Internet "Coastlines" via Large Scale Anonymized Network Source Correlations.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

An Analysis of Energy Requirement for Computer Vision Algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

pPython Performance Study.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

Kairos: Building Cost-Efficient Machine Learning Inference Systems with Heterogeneous Cloud Resources.

[BibT_eX]

[DOI]

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

Sustainable Supercomputing for AI: GPU Power Capping at HPC Scale.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

2022

Building Heterogeneous Cloud System for Machine Learning Inference.

[BibT_eX]

[DOI]

CoRR, 2022

SeeSaw: interactive ad-hoc search over image databases.

[BibT_eX]

[DOI]

CoRR, 2022

Using Multi-Instance GPU for Efficient Operation of Multi-Tenant GPU Clusters.

[BibT_eX]

[DOI]

CoRR, 2022

Developing a Series of AI Challenges for the United States Department of the Air Force.

[BibT_eX]

[DOI]

CoRR, 2022

The MIT Supercloud Workload Classification Challenge.

[BibT_eX]

[DOI]

CoRR, 2022

GraphBLAS on the Edge: High Performance Streaming of Network Traffic.

[BibT_eX]

[DOI]

CoRR, 2022

FastFlows: Flow-Based Models for Molecular Graph Generation.

[BibT_eX]

[DOI]

Nathan C. Frey

Bharath Ramsundar

CoRR, 2022

New Phenomena in Large-Scale Internet Traffic.

[BibT_eX]

[DOI]

CoRR, 2022

Zero Botnets: An Observe-Pursue-Counter Approach.

[BibT_eX]

[DOI]

CoRR, 2022

Mashup: making serverless computing useful for HPC workflows via hybrid execution.

[BibT_eX]

[DOI]

Proceedings of the PPoPP '22: 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Seoul, Republic of Korea, April 2, 2022

Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

A Green(er) World for A.I.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

Loss Curve Approximations for Fast Neural Architecture Ranking & Training Elasticity Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

The MIT Supercloud Workload Classification Challenge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

Characterizing Multi-Instance GPU for Machine Learning Workloads.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

Temporal Correlation of Internet Observatories and Outposts.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

Energy-aware neural architecture selection and hyperparameter optimization.

[BibT_eX]

[DOI]

Rafael Gómez-Bombarelli

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

ExSample: Efficient Searches on Video Repositories through Adaptive Sampling.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

An Evaluation of Low Overhead Time Series Preprocessing Techniques for Downstream Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

Hypersparse Network Flow Analysis of Packets with GraphBLAS.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

AI and ML Accelerator Survey and Trends.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

Performance Estimation for Efficient Image Segmentation Training of Weather Radar Algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

DASH: Scheduling Deep Learning Workloads on Multi-Generational GPU-Accelerated Clusters.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

GraphBLAS on the Edge: Anonymized High Performance Streaming of Network Traffic.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

Python Implementation of the Dynamic Distributed Dimensional Data Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

Benchmarking Resource Usage for Efficient Distributed Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

pPython for Parallel Python Programming.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

Ad-hoc Searches on Image Databases.

[BibT_eX]

[DOI]

Oscar R. Moll Thomae

Sam Madden

Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2022

A Survey of Data Challenges Across a Modernizing Bureaucracy: A New Perspective on Examining Old Government Problems.

[BibT_eX]

[DOI]

Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2022

MISO: exploiting multi-instance GPU capability on multi-tenant GPU clusters.

[BibT_eX]

[DOI]

Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022

Examples are All You Need: Iterative Data Discovery by Example in Data Lakes.

[BibT_eX]

[DOI]

Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

Graphulo: Linear Algebra Graph Kernels.

[BibT_eX]

[DOI]

Proceedings of the Massive Graph Analytics, 2022

New Phenomena in Large-Scale Internet Traffic.

[BibT_eX]

[DOI]

Proceedings of the Massive Graph Analytics, 2022

2021

DBOS: A DBMS-oriented Operating System.

[BibT_eX]

[DOI]

Athinagoras Skiadopoulos

Proc. VLDB Endow., 2021

DICE: Data Discovery by Example.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Bringing Atomistic Deep Learning to Prime Time.

[BibT_eX]

[DOI]

CoRR, 2021

Scalable Geometric Deep Learning on Molecular Graphs.

[BibT_eX]

[DOI]

CoRR, 2021

The Pseudo Projection Operator: Applications of Deep Learning to Projection Based Filtering in Non-Trivial Frequency Regimes.

[BibT_eX]

[DOI]

CoRR, 2021

Technical Report on Data Integration and Preparation.

[BibT_eX]

[DOI]

El Kindi Rezig

Michael J. Cafarella

CoRR, 2021

Video Action Understanding.

[BibT_eX]

[DOI]

Matthew Hutchinson

IEEE Access, 2021

RIBBON: cost-effective and qos-aware deep learning model inference using a diverse pool of cloud computing instances.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2021

Bliss: auto-tuning complex applications using a pool of diverse lightweight learning models.

[BibT_eX]

[DOI]

Proceedings of the PLDI '21: 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation, 2021

Mathematics of Digital Hyperspace.

[BibT_eX]

[DOI]

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

Supercomputing Enabled Deployable Analytics for Disaster Response.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Maneuver Identification Challenge.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

The MIT Supercloud Dataset.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

AI Accelerator Survey and Trends.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Realizing Forward Defense in the Cyber Domain.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Improved Compression for Word Embeddings by Scaling Principal Components.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Serving Machine Learning Inference Using Heterogeneous Hardware.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Spatial Temporal Analysis of 40, 000, 000, 000, 000 Internet Darkspace Packets.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Vertical, Temporal, and Horizontal Scaling of Hierarchical Hypersparse GraphBLAS Matrices.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Node-Based Job Scheduling for Large Scale Simulations of Short Running Jobs.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

3D Real-Time Supercomputer Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

2020

Poly'19 Workshop Summary: GDPR.

[BibT_eX]

[DOI]

SIGMOD Rec., 2020

Video Action Understanding: A Tutorial.

[BibT_eX]

[DOI]

Matthew Hutchinson

CoRR, 2020

DBOS: A Proposal for a Data-Centric Operating System.

[BibT_eX]

[DOI]

CoRR, 2020

Fast Mapping onto Census Blocks.

[BibT_eX]

[DOI]

CoRR, 2020

Technical Report: Developing a Working Data Hub.

[BibT_eX]

[DOI]

CoRR, 2020

AI Data Wrangling with Associative Arrays.

[BibT_eX]

[DOI]

CoRR, 2020

75, 000, 000, 000 Streaming Inserts/Second Using Hierarchical Hypersparse GraphBLAS Matrices.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Classifying Anomalies for Network Security.

[BibT_eX]

[DOI]

Emily H. Do

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Benchmarking network fabrics for data distributed training of deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

GraphChallenge.org Triangle Counting Performance.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Survey of Machine Learning Accelerators.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Layer-Parallel Training with GPU Concurrency of Deep Residual Neural Networks via Nonlinear Multigrid.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Multi-Temporal Analysis and Scaling Relations of 100, 000, 000, 000 Network Packets.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Fast Mapping onto Census Blocks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

GraphChallenge.org Sparse Deep Neural Network Performance.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Accuracy and Performance Comparison of Video Action Recognition Approaches.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Homomorphic Encryption Based Secure Sensor Data Processing.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Best of Both Worlds: High Performance Interactive and Batch Launching.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Towards Data Discovery by Example.

[BibT_eX]

[DOI]

Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2020

A Polystore Based Database Operating System (DBOS).

[BibT_eX]

[DOI]

Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2020

2019

AI Enabling Technologies: A Survey.

[BibT_eX]

[DOI]

CoRR, 2019

A Billion Updates per Second Using 30, 000 Hierarchical In-Memory D4M Databases.

[BibT_eX]

[DOI]

CoRR, 2019

One Size Does Not Fit All: Querying Web Polystores.

[BibT_eX]

[DOI]

IEEE Access, 2019

RedisGraph GraphBLAS Enabled Graph Database.

[BibT_eX]

[DOI]

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

Survey and Benchmarking of Machine Learning Accelerators.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Securing HPC using Federated Authentication.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Streaming 1.9 Billion Hypersparse Network Updates per Second with D4M.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Hypersparse Neural Network Analysis of Large-Scale Internet Traffic.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Sparse Deep Neural Network Graph Challenge.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Survey of Attacks and Defenses on Edge-Deployed Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Large Scale Parallelization Using File-Based Communications.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Optimizing Xeon Phi for Interactive Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

The BigDAWG codeline.

[BibT_eX]

[DOI]

Proceedings of the Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker, 2019

2018

Don't Even Ask: Database Access Control through Query Control.

[BibT_eX]

[DOI]

SIGMOD Rec., 2018

Database Operations in D4M.jl.

[BibT_eX]

[DOI]

Lauren Milechin

CoRR, 2018

FastDAWG: Improving Data Migration in the BigDAWG Polystore System.

[BibT_eX]

[DOI]

Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2018

Lessons Learned from a Decade of Providing Interactive, On-Demand High Performance Computing to Scientists and Engineers.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing, 2018

Design, Generation, and Validation of Extreme Scale Power-Law Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

GraphChallenge.org: Raising the Bar on Graph Analytic Performance.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Interactive Supercomputing on 40, 000 Cores for Machine Learning and Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Measuring the Impact of Spectre and Meltdown.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Database Operations in D4M.j1.

[BibT_eX]

[DOI]

Lauren Milechin

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Sparse Deep Neural Network Exact Solutions.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

TabulaROSA: Tabular Operating System Architecture for Massively Parallel Heterogeneous Compute Engines.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Hyperscaling Internet Graph Analysis with D4M on the MIT SuperCloud.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Interactive Launch of 16, 000 Microsoft Windows Instances on a Supercomputer.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

2017

Exploring big volume sensor data with Vroom.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

Learning by doing, High Performance Computing education in the MOOC era.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2017

Static Graph Challenge: Subgraph Isomorphism.

[BibT_eX]

[DOI]

CoRR, 2017

BigDAWG Polystore Release and Demonstration.

[BibT_eX]

[DOI]

CoRR, 2017

D4M 3.0.

[BibT_eX]

[DOI]

CoRR, 2017

Version 0.1 of the BigDAWG Polystore System.

[BibT_eX]

[DOI]

CoRR, 2017

An Emerging Role for Polystores in Precision Medicine.

[BibT_eX]

[DOI]

Edmon Begoli

James Blair Christian

Stavros Papadopoulos

Proceedings of the Data Management and Analytics for Medicine and Healthcare, 2017

SoK: Cryptographically Protected Database Search.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium on Security and Privacy, 2017

Database engine integration and performance analysis of the BigDAWG polystore system.

[BibT_eX]

[DOI]

Katherine Yu

Michael Stonebraker

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Static graph challenge: Subgraph isomorphism.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

MIT SuperCloud portal workspace: Enabling HPC web application deployment.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

D4M 3.0: Extended database and language capabilities.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Streaming graph challenge: Stochastic block partition.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Performance measurements of supercomputing and cloud storage solutions.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

BigDAWG version 0.1.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Benchmarking data analysis and machine learning applications on the Intel KNL many-core processor.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

A cloud-based brain connectivity analysis tool.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Demonstrating the BigDAWG Polystore System for Ocean Metagenomics Analysis.

[BibT_eX]

[DOI]

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

Enabling query processing across heterogeneous data models: A survey.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Polystore mathematics of relational algebra.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Benchmarking SciDB Data Import on HPC Systems.

[BibT_eX]

[DOI]

CoRR, 2016

High-throughput Ingest of Provenance Records into Accumulo.

[BibT_eX]

[DOI]

Thomas Moyer

CoRR, 2016

A Framework for Estimating Long Term Driver Behavior.

[BibT_eX]

[DOI]

CoRR, 2016

The BigDAWG Architecture.

[BibT_eX]

[DOI]

CoRR, 2016

Enforced Sparse Non-negative Matrix Factorization.

[BibT_eX]

[DOI]

Brendan Gavin

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

PageRank Pipeline Benchmark: Proposal for a Holistic System Benchmark for Big-Data Platforms.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Benchmarking the graphulo processing framework.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Benchmarking SciDB data import on HPC systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Enhancing HPC security with a user-based firewall.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

High-throughput ingest of data provenance records into Accumulo.

[BibT_eX]

[DOI]

Thomas Moyer

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Associative array model of SQL, NoSQL, and NewSQL databases.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

In-storage embedded accelerator for sparse pattern processing.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Scalability of VM provisioning systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

From NoSQL Accumulo to NewSQL Graphulo: Design and utility of graph algorithms inside a BigTable database.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Cross-engine query execution in federated database systems.

[BibT_eX]

[DOI]

Ankush M. Gupta

Michael Stonebraker

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

The BigDAWG polystore system and architecture.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

The BigDawg monitoring framework.

[BibT_eX]

[DOI]

Peinan Chen

Michael Stonebraker

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Julia implementation of the Dynamic Distributed Dimensional Data Model.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

LLMapReduce: Multi-level map-reduce for high performance data analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

2015

A Demonstration of the BigDAWG Polystore System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Associative Arrays: Unified Mathematics for Spreadsheets, Databases, Matrices, and Graphs.

[BibT_eX]

[DOI]

CoRR, 2015

Large Enforced Sparse Non-Negative Matrix Factorization.

[BibT_eX]

[DOI]

Brendan Gavin

CoRR, 2015

Computing on Masked Data to improve the Security of Big Data.

[BibT_eX]

[DOI]

CoRR, 2015

Graphulo: Linear Algebra Graph Kernels for NoSQL Databases.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

Enabling on-demand database computing with MIT SuperCloud database management system.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Improving Big Data visual analytics with interactive virtual reality.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Parallel vectorized algebraic AES in Matlab for rapid prototyping of encrypted sensor processing algorithms and database analytics.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Lustre, hadoop, accumulo.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Graphulo implementation of server-side sparse matrix multiply in the Accumulo database.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Big Data strategies for Data Center Infrastructure management using a 3D gaming platform.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

D4M: Bringing associative arrays to database engines.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Using a Power Law distribution to describe big data.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Sampling large graphs for anticipatory analytics.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Sampling operations on big data.

[BibT_eX]

[DOI]

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014

A Framework for Estimating Driver Decisions Near Intersections.

[BibT_eX]

[DOI]

Ümit Özgüner

IEEE Trans. Intell. Transp. Syst., 2014

Using 3D Printing to Visualize Social Media Big Data.

[BibT_eX]

[DOI]

Zachary J. Weber

CoRR, 2014

Parallel MATLAB Techniques.

[BibT_eX]

[DOI]

CoRR, 2014

Percolation Model of Insider Threats to Assess the Optimum Number of Rules.

[BibT_eX]

[DOI]

Peter Michaleas

CoRR, 2014

A Hands-on Education Program on Cyber Physical Systems for High School Students.

[BibT_eX]

[DOI]

Ümit Özgüner

CoRR, 2014

A survey of cryptographic approaches to securing big-data analytics in the cloud.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

Computing on masked data: a high performance method for improving big data veracity.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

Achieving 100, 000, 000 database inserts per second using Accumulo and D4M.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

Big data dimensional analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

2011

Driver/vehicle state estimation and detection.

[BibT_eX]

[DOI]

Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

2010

MATLAB for Signal Processing on Multiprocessors and Multicores.

[BibT_eX]

[DOI]

Ashok Krishnamurthy

IEEE Signal Process. Mag., 2010

2009

A Computational Science IDE for HPC Systems: Design and Applications.

[BibT_eX]

[DOI]

David E. Hudak

Neil Ludban