Peter Michaleas

发表

Hypersparse Neural Network Analysis of Large-Scale Internet Traffic

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

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).

Computing on Masked Data to improve the security of big data

Arkady Yerukhimovich, Jeremy Kepner, Vijay Gadepally, 2015, 2015 IEEE International Symposium on Technologies for Homeland Security (HST).

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).

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..

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).

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).

Accuracy and Performance Comparison of Video Action Recognition Approaches

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

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).

D4M: Bringing associative arrays to database engines

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

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

Robert K. Cunningham, Arkady Yerukhimovich, Jeremy Kepner, 2014, 2014 IEEE High Performance Extreme Computing Conference (HPEC).

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).

Creating a Cyber Moving Target for Critical Infrastructure Applications

Hamed Okhravi, Joshua Haines, Peter Michaleas, 2011, Critical Infrastructure Protection.

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.

Percolation Model of insider threats to assess the optimum number of rules

Jeremy Kepner, Vijay Gadepally, Peter Michaleas, 2014, Environment Systems and Decisions.

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).

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.

Securing HPC using Federated Authentication

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

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).

Benchmarking SciDB data import on HPC systems

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

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

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

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