Albert Reuther

发表

A Linear Algebra Approach to Fast DNA Mixture Analysis Using GPUs

Jeremy Kepner, Darrell O. Ricke, Siddharth Samsi, 2017, bioRxiv.

Bringing physical construction and real-world data collection into a massively open online course (MOOC)

Kenneth E. Kolodziej, Bradley T. Perry, Lauren Milechin, 2017, 2017 IEEE Frontiers in Education Conference (FIE).

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

Jeremy Kepner, Vijay Gadepally, Albert Reuther, 2014, 2014 IEEE High Performance Extreme Computing Conference (HPEC).

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

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2018, 2018 IEEE High Performance extreme Computing Conference (HPEC).

Streaming 1.9 Billion Hypersparse Network Updates per Second with D4M

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2019, 2019 IEEE High Performance Extreme Computing Conference (HPEC).

Streaming graph challenge: Stochastic block partition

William Song, Jeremy Kepner, Vijay Gadepally, 2017, 2017 IEEE High Performance Extreme Computing Conference (HPEC).

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

Jeremy Kepner, Vijay Gadepally, Albert Reuther, 2016, 2016 IEEE High Performance Extreme Computing Conference (HPEC).

Llgrid: Supercomputer for sensor processing

Jeremy Kepner, Albert Reuther, Peter Michaleas, 2013 .

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

Michael Stonebraker, Alan Edelman, Jeremy Kepner, 2018, 2018 IEEE High Performance extreme Computing Conference (HPEC).

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

Jeremy Kepner, Vijay Gadepally, Albert Reuther, 2015, 2015 IEEE High Performance Extreme Computing Conference (HPEC).

Enhancing HPC security with a user-based firewall

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2016, 2016 IEEE High Performance Extreme Computing Conference (HPEC).

Lustre, hadoop, accumulo

Jeremy Kepner, Vijay Gadepally, Albert Reuther, 2015, 2015 IEEE High Performance Extreme Computing Conference (HPEC).

Best of Both Worlds: High Performance Interactive and Batch Launching

Jeremy Kepner, Vijay Gadepally, Michael Jones, 2020, 2020 IEEE High Performance Extreme Computing Conference (HPEC).

Dynamic distributed dimensional data model (D4M) database and computation system

Jeremy Kepner, Robert Bond, Albert Reuther, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A Linear Algebra Approach to Fast DNA Mixture Analysis Using GPUs

Jeremy Kepner, Darrell O. Ricke, Siddharth Samsi, 2017 .

Polystore mathematics of relational algebra

Jeremy Kepner, Vijay Gadepally, Siddharth Samsi, 2017, 2017 IEEE International Conference on Big Data (Big Data).

Simulation Approach to Sensor Placement Using Unity 3D

Albert Reuther, Robert Seater, Michael Jones, 2018, 2018 IEEE High Performance extreme Computing Conference (HPEC).

High-Productivity Software Development with pMatlab

Jeremy Kepner, Robert Bond, Albert Reuther, 2009, Computing in Science & Engineering.

Building Resource Adaptive Software Systems (BRASS)

Suresh Jagannathan, Alley Stoughton, Albert Reuther, 2016, ACM SIGSOFT Softw. Eng. Notes.

GraphChallenge.org Sparse Deep Neural Network Performance

Michael Jones, Jeremy Kepner, Vijay Gadepally, 2020, 2020 IEEE High Performance Extreme Computing Conference (HPEC).

Survey and Benchmarking of Machine Learning Accelerators

Jeremy Kepner, Vijay Gadepally, Siddharth Samsi, 2019, 2019 IEEE High Performance Extreme Computing Conference (HPEC).

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

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2018, 2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW).

Benchmarking network fabrics for data distributed training of deep neural networks

Jeremy Kepner, Vijay Gadepally, Michael Jones, 2020, 2020 IEEE High Performance Extreme Computing Conference (HPEC).

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

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2020, 2020 IEEE High Performance Extreme Computing Conference (HPEC).

Measuring the Impact of Spectre and Meltdown

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2018, 2018 IEEE High Performance extreme Computing Conference (HPEC).

Scalable System Scheduling for HPC and Big Data pdf

Jeremy Kepner, Albert Reuther, Michael Jones, 2017, J. Parallel Distributed Comput..

Radar Signal Processing: An Example of High Performance Embedded Computing

Albert Reuther, Robert A. Bond, A. Reuther, 2018 .

Very Large Graphs for Information Extraction (VLG) Detection and Inference in the Presence of Uncertainty

Albert Reuther, Benjamin A. Miller, Michael M. Wolf, 2015 .

MIT SuperCloud portal workspace: Enabling HPC web application deployment

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2017, 2017 IEEE High Performance Extreme Computing Conference (HPEC).

Performance measurements of supercomputing and cloud storage solutions

Jeremy Kepner, Vijay Gadepally, Siddharth Samsi, 2017, 2017 IEEE High Performance Extreme Computing Conference (HPEC).

Storage and Database Management for Big Data

Jeremy Kepner, Vijay Gadepally, Albert Reuther, 2015 .

LLMapReduce: Multi-Lingual Map-Reduce for Supercomputing Environments

Jeremy Kepner, Vijay Gadepally, Albert Reuther, 2015 .

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

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2018, 2018 IEEE High Performance extreme Computing Conference (HPEC).

LLgrid: Enabling On-Demand Grid Computing with gridMatlab and pMatlab

Jeremy Kepner, Albert Reuther, Hahn Kim, 2004 .

Accuracy and Performance Comparison of Video Action Recognition Approaches

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2020, 2020 IEEE High Performance Extreme Computing Conference (HPEC).

Next-Generation Technologies to Enable Sensor Networks

Joel Goodman, Albert Reuther, David Martinez, 2004, Handbook of Sensor Networks.

Building Resource Adaptive Software Systems (BRASS): Objectives and System Evaluation

Suresh Jagannathan, Alley Stoughton, Albert Reuther, 2015 .

Experimental multimedia-delivered course formats

Albert Reuther, D. G. Meyer, C. Niessen, 1997, Proceedings Frontiers in Education 1997 27th Annual Conference. Teaching and Learning in an Era of Change.

Large Scale Parallelization Using File-Based Communications

Jeremy Kepner, Vijay Gadepally, Siddharth Samsi, 2019, 2019 IEEE High Performance Extreme Computing Conference (HPEC).

Scalability of VM provisioning systems

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2016, 2016 IEEE High Performance Extreme Computing Conference (HPEC).

Additional Reviewers

Peter Desnoyers, Rafiqul Haque, Abdellatif Kobbane, 2005, LA-WEB.

D4M: Bringing associative arrays to database engines

Jeremy Kepner, Vijay Gadepally, Albert Reuther, 2015, 2015 IEEE High Performance Extreme Computing Conference (HPEC).

Analysis of daily student usage of an educational multimedia system

Albert Reuther, D. G. Meyer, 1997, Proceedings Frontiers in Education 1997 27th Annual Conference. Teaching and Learning in an Era of Change.

A Parallel Implementation of FANO using OpenMP and MPI

Albert Reuther, Chansup Byun, Plamen Krastev, 2018, 2018 IEEE High Performance extreme Computing Conference (HPEC).

Distributed multimedia proxy cache replacement algorithms

Albert Reuther, David G. Meyer, A. Reuther, 2000 .

Colorization of H&E stained tissue using Deep Learning

Jeremy Kepner, Siddharth Samsi, Albert Reuther, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

LLSuperCloud: Sharing HPC systems for diverse rapid prototyping

Jeremy Kepner, Albert Reuther, Peter Michaleas, 2013, 2013 IEEE High Performance Extreme Computing Conference (HPEC).

Survey of Machine Learning Accelerators

Jeremy Kepner, Vijay Gadepally, Michael Jones, 2020, 2020 IEEE High Performance Extreme Computing Conference (HPEC).

TX-2500 - An Interactive, On-Demand Rapid-Prototyping HPC System

Jeremy Kepner, Albert Reuther, Peter Michaleas, 2007 .

Scheduler technologies in support of high performance data analysis

Jeremy Kepner, Albert Reuther, Michael Jones, 2016, 2016 IEEE High Performance Extreme Computing Conference (HPEC).

Driving big data with big compute

Jeremy Kepner, Albert Reuther, Peter Michaleas, 2012, 2012 IEEE Conference on High Performance Extreme Computing.

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

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2017, 2017 IEEE High Performance Extreme Computing Conference (HPEC).

Writing Parallel Parameter Sweep Applications with pMatlab

Jeremy Kepner, Albert Reuther, Hahn Kim, 2011 .

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

Michael Jones, Jeremy Kepner, Vijay Gadepally, 2020, 2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW).

Scalable cryptographic authentication for high performance computing

Jeremy Kepner, Albert Reuther, Peter Michaleas, 2012, 2012 IEEE Conference on High Performance Extreme Computing.

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

Jeremy Kepner, Vijay Gadepally, Siddharth Samsi, 2017, J. Parallel Distributed Comput..

Parallel and Distributed Processing

Albert Reuther, Hahn Kim, 2008 .

PMatlab Takes the HPCchallenge

Jeremy Kepner, Ryan Haney, Albert Reuther, 2005 .

Deployment of SAR and GMTI Signal Processing on a Boeing 707 Aircraft Using pMatlab and a Bladed Linux Cluster

Jeremy Kepner, Albert Reuther, Michael J. Moore, 2004 .

Polymorphous Computing Architecture (PCA) Kernel-Level Benchmarks

Edmund L. Wong, Albert Reuther, J M Lebak, 2005 .

D4M 2.0 schema: A general purpose high performance schema for the Accumulo database

Jeremy Kepner, Albert Reuther, Peter Michaleas, 2013, 2013 IEEE High Performance Extreme Computing Conference (HPEC).

Cultivating professional technical skills and understanding through hands-on online learning experiences

Lauren Milechin, Albert Reuther, Julia Mullen, 2019, 2019 IEEE Learning With MOOCS (LWMOOCS).

Portable Map-Reduce Utility for MIT SuperCloud Environment

Jeremy Kepner, Vijay Gadepally, Albert Reuther, 2015 .

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

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2019, ArXiv.

HPC-VMs: Virtual machines in high performance computing systems

Jeremy Kepner, Albert Reuther, Peter Michaleas, 2012, 2012 IEEE Conference on High Performance Extreme Computing.

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

Jeremy Kepner, Vijay Gadepally, Andrew Moran, 2015, 2015 IEEE High Performance Extreme Computing Conference (HPEC).

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

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2018, ISC Workshops.

pMATLAB: Parallel MATLAB Library for Signal Processing Applications

Jeremy Kepner, Albert Reuther, Nadya T. Bliss, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Securing HPC using Federated Authentication

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2019, 2019 IEEE High Performance Extreme Computing Conference (HPEC).

GraphChallenge.org Triangle Counting Performance

Michael Jones, William Song, Jeremy Kepner, 2020, 2020 IEEE High Performance Extreme Computing Conference (HPEC).

Optimizing Xeon Phi for Interactive Data Analysis

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2019, 2019 IEEE High Performance Extreme Computing Conference (HPEC).

Large-Scale Bayesian Kinship Analysis

Jeremy Kepner, Darrell O. Ricke, Siddharth Samsi, 2018, 2018 IEEE High Performance extreme Computing Conference (HPEC).

Interactive Grid Computing at Lincoln Laboratory

Hyung Seok Kim, Jeremy Kepner, Albert Reuther, 2006 .

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

Jeremy Kepner, Vijay Gadepally, Michael Jones, 2020, 2020 IEEE High Performance Extreme Computing Conference (HPEC).

Hyperscaling Internet Graph Analysis with D4M on the MIT SuperCloud

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2018, 2018 IEEE High Performance extreme Computing Conference (HPEC).

Rapid Prototyping of Radar Algorithms

Jeremy Kepner, Albert Reuther, 2009 .

Benchmarking SciDB data import on HPC systems

Jeremy Kepner, Vijay Gadepally, Lauren Milechin, 2016, 2016 IEEE High Performance Extreme Computing Conference (HPEC).

AI Enabling Technologies: A Survey pdf

Jeremy Kepner, Vijay Gadepally, Siddharth Samsi, 2019, ArXiv.

GraphChallenge.org: Raising the Bar on Graph Analytic Performance

William Song, Jeremy Kepner, Vijay Gadepally, 2018, 2018 IEEE High Performance extreme Computing Conference (HPEC).

Static graph challenge: Subgraph isomorphism

William Song, Jeremy Kepner, Vijay Gadepally, 2017, 2017 IEEE High Performance Extreme Computing Conference (HPEC).

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