Albert Reuther

Orcid: 0000-0002-3168-3663

According to our database¹, Albert Reuther authored at least 90 papers between 2004 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

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In proceedings

Article

PhD thesis

Dataset

Other

Links

On csauthors.net:

Bibliography

2024

Interactive and Urgent HPC: Challenges and Opportunities.

[BibT_eX]

[DOI]

CoRR, 2024

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

pPython Performance Study.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

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

New Phenomena in Large-Scale Internet Traffic.

[BibT_eX]

[DOI]

CoRR, 2022

The MIT Supercloud Workload Classification Challenge.

[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

Hypersparse Network Flow Analysis of Packets with GraphBLAS.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

Trends in Energy Estimates for Computing in AI/Machine Learning Accelerators, Supercomputers, and Compute-Intensive Applications.

[BibT_eX]

[DOI]

Sadasivan Shankar

Albert Reuther

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

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

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

New Phenomena in Large-Scale Internet Traffic.

[BibT_eX]

[DOI]

Proceedings of the Massive Graph Analytics, 2022

2021

Supercomputing Enabled Deployable Analytics for Disaster Response.

[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

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

Domain-Specific Language Abstractions for Compression.

[BibT_eX]

[DOI]

Proceedings of the 31st Data Compression Conference, 2021

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

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

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

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 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

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

[BibT_eX]

[DOI]

Julia S. Mullen

Lauren Milechin

Albert Reuther

Proceedings of the 2019 IEEE Learning With MOOCS, 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

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

2018

Scalable system scheduling for HPC and big data.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 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

Large-Scale Bayesian Kinship Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 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

A Parallel Implementation of FANO using OpenMP and MPI.

[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

Simulation Approach to Sensor Placement Using Unity 3D.

[BibT_eX]

[DOI]

Kimberlee Chestnut Chang

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

Colorization of H&E stained tissue using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

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

A linear algebra approach to fast DNA mixture analysis using GPUs.

[BibT_eX]

[DOI]

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

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

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

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

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

2016

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

[BibT_eX]

[DOI]

ACM SIGSOFT Softw. Eng. Notes, 2016

Benchmarking SciDB Data Import on HPC Systems.

[BibT_eX]

[DOI]

CoRR, 2016

Benchmarking SciDB data import on HPC systems.

[BibT_eX]

[DOI]

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

Scheduler technologies in support of high performance data analysis.

[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

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

[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

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

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

Lustre, hadoop, accumulo.

[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

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

2013

LLSuperCloud: Sharing HPC systems for diverse rapid prototyping.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2013

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

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2013

2012

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

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

HPC-VMs: Virtual machines in high performance computing systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on High Performance Extreme Computing, 2012

Scalable cryptographic authentication for high performance computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on High Performance Extreme Computing, 2012

Driving big data with big compute.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on High Performance Extreme Computing, 2012

2009

Rapid prototyping of radar algorithms [Applications Corner].

[BibT_eX]

[DOI]

Albert Reuther

Jeremy Kepner

IEEE Signal Process. Mag., 2009

High-Productivity Software Development with pMatlab.

[BibT_eX]

[DOI]

Comput. Sci. Eng., 2009

2007

pMATLAB: Parallel MATLAB Library for Signal Processing Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

2004

Next-Generation Technologies to Enable Sensor Networks.

[BibT_eX]

[DOI]

Albert Reuther

Joel Goodman

David Martinez

Proceedings of the Handbook of Sensor Networks, 2004

Albert Reuther

Timeline

Legend:

Links

On csauthors.net:

Bibliography

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