Adolfy Hoisie

CoRR, 2023

DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies.

[BibT_eX]

[DOI]

Cindy Orozco Bohorquez

Massimiliano Lupo Pasini

CoRR, 2023

2022

SimNet: Accurate and High-Performance Computer Architecture Simulation using Deep Learning.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2022

Scalable Deep Learning-Based Microarchitecture Simulation on GPUs.

[BibT_eX]

[DOI]

Proceedings of the SC22: International Conference for High Performance Computing, 2022

2021

Trust: Triangle Counting Reloaded on GPUs.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

SimNet: Computer Architecture Simulation using Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2021

2020

C-SAW: a framework for graph sampling and random walk on GPUs.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2020

System and Application Performance Modeling and Simulation in the AI Era.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2020

2019

Performance Analysis of Deep Learning Workloads on Leading-edge Systems.

[BibT_eX]

[DOI]

Yihui Ren

Shinjae Yoo

Proceedings of the 2019 IEEE/ACM Performance Modeling, 2019

2017

Representative paths analysis.

[BibT_eX]

[DOI]

Nathan R. Tallent

Proceedings of the International Conference for High Performance Computing, 2017

Evaluating On-Node GPU Interconnects for Deep Learning Workloads.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation, 2017

Generating Performance Models for Irregular Applications.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017

2016

New Frontiers in Energy-Efficient Computing [Guest editors' introduction].

[BibT_eX]

[DOI]

Vladimir Getov

Daniel G. Chavarría-Miranda

Pradip Bose

Computer, 2016

Assessing Advanced Technology in CENATE.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Networking, 2016

Modeling the Impact of Silicon Photonics on Graph Analytics.

[BibT_eX]

[DOI]

Nathan R. Tallent

Kevin J. Barker

Antonino Tumeo

Mahantesh Halappanavar

Andrès Márquez

Proceedings of the IEEE International Conference on Networking, 2016

Fault Modeling of Extreme Scale Applications Using Machine Learning.

[BibT_eX]

[DOI]

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

Algorithm and Architecture Independent Benchmarking with SEAK.

[BibT_eX]

[DOI]

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

Integrated measurement and modeling for performance and power.

[BibT_eX]

[DOI]

Daniel G. Chavarría-Miranda

Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016

2015

Scaling Support Vector Machines on modern HPC platforms.

[BibT_eX]

[DOI]

Yang You

Haohuan Fu

Shuaiwen Leon Song

Amanda Peters Randles

J. Parallel Distributed Comput., 2015

A case for application-oblivious energy-efficient MPI runtime.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2015

Towards an application-specific thermal energy model of current processors.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Energy Efficient Supercomputing, 2015

Diagnosing the causes and severity of one-sided message contention.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2015

On the Impact of Execution Models: A Case Study in Computational Chemistry.

[BibT_eX]

[DOI]

Mahantesh Halappanavar

Sriram Krishnamoorthy

Joseph B. Manzano

Abhinav Vishnu

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

Fast and Accurate Support Vector Machines on Large Scale Systems.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

Power and performance trade-offs for Space Time Adaptive Processing.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Application-specific Systems, 2015

2014

A performance comparison of current HPC systems: Blue Gene/Q, Cray XE6 and InfiniBand systems.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2014

Co-Design of Systems and Applications for Exascale (Dagstuhl Perspectives Workshop 12212).

[BibT_eX]

[DOI]

Dagstuhl Manifestos, 2014

Fast Support Vector Machines Using Parallel Adaptive Shrinking on Distributed Systems.

[BibT_eX]

[DOI]

CoRR, 2014

Evaluating performance and power efficiency of scientific applications on multi-threaded systems.

[BibT_eX]

[DOI]

Roberto Gioiosa

Proceedings of the 2nd International Workshop on Energy Efficient Supercomputing, 2014

Cross-Layer Self-Adaptive/Self-Aware System Software for Exascale Systems.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing, 2014

Palm: easing the burden of analytical performance modeling.

[BibT_eX]

[DOI]

Nathan R. Tallent

Proceedings of the 2014 International Conference on Supercomputing, 2014

2013

A Performance Analysis of Three Generations of Blue gene.

[BibT_eX]

[DOI]

Parallel Process. Lett., 2013

Tracking the Performance Evolution of Blue Gene Systems.

[BibT_eX]

[DOI]

Proceedings of the Supercomputing - 28th International Supercomputing Conference, 2013

Quantifying the energy cost of data movement in scientific applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Workload Characterization, 2013

Enabling accurate power profiling of HPC applications on exascale systems.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Runtime and Operating Systems for Supercomputers, 2013

Topic 2: Performance Prediction and Evaluation - (Introduction).

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2013 Parallel Processing, 2013

2012

Co-Design of Systems and Applications for Exascale (Dagstuhl Perspectives Worksop 12212).

[BibT_eX]

[DOI]

Dagstuhl Reports, 2012

Comparing the Performance of Blue Gene/Q with Leading Cray XE6 and InfiniBand Systems.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

2011

The International Exascale Software Project roadmap.

[BibT_eX]

[DOI]

Bertrand Braunschweig

Int. J. High Perform. Comput. Appl., 2011

Big Data [Guest editorial].

[BibT_eX]

[DOI]

Francis J. Alexander

Alexander S. Szalay

Comput. Sci. Eng., 2011

Codesign Challenges for Exascale Systems: Performance, Power, and Reliability.

[BibT_eX]

[DOI]

Computer, 2011

Codesign for Systems and Applications: Charting the Path to Exascale Computing.

[BibT_eX]

[DOI]

Vladimir Getov

Computer, 2011

An early performance analysis of POWER7-IH HPC systems.

[BibT_eX]

[DOI]

Kevin J. Barker

Proceedings of the Conference on High Performance Computing Networking, 2011

DCPM Introduction.

[BibT_eX]

[DOI]

Tjerk P. Straatsma

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

2009

Extreme-Scale Computing.

[BibT_eX]

[DOI]

Vladimir Getov

Computer, 2009

Using Performance Modeling to Design Large-Scale Systems.

[BibT_eX]

[DOI]

Computer, 2009

2008

A Performance Evaluation of the Nehalem Quad-Core Processor for Scientific Computing.

[BibT_eX]

[DOI]

Parallel Process. Lett., 2008

Entering the petaflop era: the architecture and performance of Roadrunner.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008

Experiences in scaling scientific applications on current-generation quad-core processors.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Topic 2: Performance Prediction and Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2008, 2008

2007

Future directions in performance evaluation research.

[BibT_eX]

[DOI]

Proceedings of the 2007 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2007

07341 Abstracts Collection - Code Instrumentation and Modeling for Parallel Performance Analysis.

[BibT_eX]

[DOI]

Barton P. Miller

Bernd Mohr

Proceedings of the Code Instrumentation and Modeling for Parallel Performance Analysis, 19.08., 2007

07341 Executive Summary - Code Instrumentation and Modeling for Parallel Performance Analysis.

[BibT_eX]

[DOI]

Barton P. Miller

Bernd Mohr

Proceedings of the Code Instrumentation and Modeling for Parallel Performance Analysis, 19.08., 2007

2006

A performance model of non-deterministic particle transport on large-scale systems.

[BibT_eX]

[DOI]

Mark M. Mathis

Future Gener. Comput. Syst., 2006

Special section: Large-scale system performance modeling and analysis.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2006

S05 - A practical approach to performance analysis and modeling of large-scale systems.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

Architecture - A performance comparison through benchmarking and modeling of three leading supercomputers: blue Gene/L, Red Storm, and Purple.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

Performance Modeling of the Blue Gene Architecture.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE John Vincent Atanasoff International Symposium on Modern Computing (JVA2006), 2006

Engineering the grid - status and perspective.

[BibT_eX]

Beniamino Di Martino

Jack J. Dongarra

Laurence Tianruo Yang

Hans P. Zima

American Scientific Publishers, ISBN: 978-1-58883-038-8, 2006

2005

Use of Predictive Performance Modeling during Large-scale System Installation.

[BibT_eX]

[DOI]

Parallel Process. Lett., 2005

A performance comparison between the Earth Simulator and other terascale systems on a characteristic ASCI workload.

[BibT_eX]

[DOI]

Concurr. Pract. Exp., 2005

On the Feasibility of Optical Circuit Switching for High Performance Computing Systems.

[BibT_eX]

[DOI]

Ramakrishnan Rajamony

Proceedings of the ACM/IEEE SC2005 Conference on High Performance Networking and Computing, 2005

2004

A Performance Evaluation of an Alpha EV7 Processing Node.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2004

A Performance and Scalability Analysis of the BlueGene/L Architecture.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE SC2004 Conference on High Performance Networking and Computing, 2004

2003

Modelling the performance of large-scale systems.

[BibT_eX]

[DOI]

IEE Proc. Softw., 2003

Using multirail networks in high-performance clusters.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2003

Performance Evaluation of the Quadrics Interconnection Network.

[BibT_eX]

[DOI]

Clust. Comput., 2003

A Comparison between the Earth Simulator and AlphaServer Systems Using Predictive Application Performance Models.

[BibT_eX]

[DOI]

Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003

2002

The Quadrics Network: High-Performance Clustering Technology.

[BibT_eX]

[DOI]

IEEE Micro, 2002

Performance Evaluation of I/O Traffic and Placement of I/O Nodes on a High Performance Network.

[BibT_eX]

[DOI]

Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002

2001

Predictive performance and scalability modeling of a large-scale application.

[BibT_eX]

[DOI]

Proceedings of the 2001 ACM/IEEE conference on Supercomputing, 2001

Hardware- and Software-Based Collective Communication on the Quadrics Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Network Computing and Applications (NCA 2001), 2001

Performance Evaluation of the Quadrics Interconnection Network.

[BibT_eX]

[DOI]

Proceedings of the 15th International Parallel & Distributed Processing Symposium (IPDPS-01), 2001

The Quadrics network (QsNet): high-performance clustering technology.

[BibT_eX]

[DOI]

Proceedings of the Ninth Symposium on High Performance Interconnects, 2001

2000

Performance and Scalability Analysis of Teraflop-Scale Parallel Architectures Using Multidimensional Wavefront Applications.

[BibT_eX]

[DOI]

Olaf M. Lubeck

Int. J. High Perform. Comput. Appl., 2000

A General Predictive Performance Model for Wavefront Algorithms on Clusters of SMPs.

[BibT_eX]

[DOI]

Proceedings of the 2000 International Conference on Parallel Processing, 2000

1999

Performance and Scalability Analysis of Multidimensional Wavefront Algorithms on Teraflop-Scale Architectures.

[BibT_eX]

Olaf M. Lubeck

Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

1998

Poems: end-to-end performance design of large parallel adaptive computational systems.

[BibT_eX]

[DOI]

David Sundaram-Stukel

Proceedings of the First International Workshop on Software and Performance, 1998

Performance Analysis of Wavefront Algorithms on Very-Large Scale Distributed Systems.

[BibT_eX]

[DOI]

Olaf M. Lubeck

Proceedings of the Workshop on Wide Area Networks and High Performance Computing, 1998

1996

Electronic Structure of Materials using Self-Interaction Corrected Density Functional Theory.

[BibT_eX]

[DOI]