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Publication	Type	Year
Detection and Diagnosis of Performance Variations Potential discussion with Susan Seestrom on AI/ML Ozan Tuncer, Emre Ates, Yijia Zhang, Ata Turk, James M. Brandt, Vitus J. Leung, Manuel Egele, Ayse K. Coskun https://www.osti.gov/search/identifier:1497230	Presentation (non-conference) – 2018 Presentation (non-conference)	2018
Event Prediction Using Graph-Augmented Temporal Analysis CoDA 2018Conference on Data Analytics Randolph Brost, Vitus J. Leung, Hamilton E. Link, Cynthia Ann Phillips, Andrea Staid	Abstract – 2018 Abstract	2018
Machine Learning for High-Performance Computing at Sandia Applied Computer Science Technical Exchange Meeting Ron A. Oldfield, Vitus J. Leung, Warren Leon Davis, Craig Michael Vineyard	Presentation (non-conference) – 2018 Presentation (non-conference)	2018
Reinforcement Learning is Needed for Extreme Heterogeneity in Supercomputing The Extreme Heterogeneity Workshop Craig Michael Vineyard, Sam Green, Vitus J. Leung, Kevin Pedretti, Andrew J Younge	Abstract – 2017 Abstract	2017
Diagnosing Performance Variations in HPC Applications Using Machine Learning Csss Ozan Tuncer, Emre Ates, Yijia Zhang, Ata Turk, James M. Brandt, Vitus J. Leung, Manuel Egele, Ayse Coskun https://www.osti.gov/search/identifier:1510194	Presentation (non-conference) – 2017 Presentation (non-conference)	2017
Task Placement to Reduce Application Communication Costs Sandia CIS External Review Board Karen D. Devine, James M. Brandt, Mehmet Deveci, Ann C. Gentile, Vitus J. Leung, Stephen Lecler Olivier, Kevin Pedretti, Sivasankaran Rajamanickam, Mark Alan Taylor https://www.osti.gov/search/identifier:1467790	Presentation (non-conference) – 2017 Presentation (non-conference)	2017
Adverse Event Prediction Using Graph-Augmented Temporal Analysis CIS External Review Board Meeting Randolph Brost, Vitus J. Leung, Hamilton E. Link, Cynthia Ann Phillips, Andrea Staid https://www.osti.gov/search/identifier:1876734	Display or Poster (non-conference) – 2017 Display or Poster (non-conference)	2017
Task Mapping on a Dragonfly Supercomputer IEEE High Performance Extreme Computing Ozan Tuncer, Yijia Zhang, Vitus J. Leung, Ayse K. Coskun https://www.osti.gov/search/identifier:1464688	Conference Paper – 2017 Conference Paper	2017
Beyond BUS-PASS Meeting with NERSC Vitus J. Leung https://www.osti.gov/search/identifier:1462616	Presentation (non-conference) – 2017 Presentation (non-conference)	2017
Unveiling the Interplay Between Global Link Arrangements and Network Management Algorithms on Dragonfly Networks Padal 2017 Fulya Kaplan, Ozan Tuncer, Vitus J. Leung, Karl Scott Hemmert, Ayse K. Coskun https://www.osti.gov/search/identifier:1462608	Conference Paper – 2017 Conference Paper	2017
Trends in Data Locality Abstractions for HPC Systems IEEE Transactions on Parallel and Distributed Systems Didem Unat, Anshu Dubey, Torsten Hoefler, John Shalf, Mark Abraham, Mauro Bianco, Bradford L. Chamberlain, Romain Cledat, Harold C. Edwards, Hal Finkel, Karl Fuerlinger, Frank Hannig, Emmanuel Jeannot, Amir Kamil, Jeff Keasler, Paul H J Kelly Kelly, Vitus J. Leung, Hatem Ltaief, Naoya Maruyama, Chris J. Newborn, Miquel Pericas https://www.osti.gov/search/identifier:1356837	Journal Article – 2017 Journal Article	2017
Diagnosing Performance Variations in HPC Architectures Using Machine Learning Isc Hpc 2017 Ozan Tuncer, Emre Ates, Yijia Zhang, Ata Turk, James M. Brandt, Vitus J. Leung, Manuel Egele, Ayse K. Coskun https://www.osti.gov/search/identifier:1429161	Conference Paper – 2017 Conference Paper	2017
Unveiling the Interplay Between Global Link Arrangements and Network Management Algorithms on Dragonfly Networks CCGrid 2017 Fulya Kaplan, Ozan Tuncer, Vitus J. Leung, Karl Scott Hemmert, AyseK. Coskun https://www.osti.gov/search/identifier:1458272	Conference Paper – 2017 Conference Paper	2017
Abstract Machine Models and Proxy Architectures for Exascale Computing James A. Ang, Richard Frederick Barrett, Robert E. Benner, Daniel Burke, Cy Chan, Jeanine Cook, Christopher Daley, Dave Donofrio, Simon David Hammond, Karl Scott Hemmert, Robert J. Hoekstra, Khaled Ibrahim, Suzanne M. Kelly, Hoang Le, Vitus J. Leung, George Michelogiannakis, David Richard Resnick, Arun F. Rodrigues, John Shalf, Dylan Stark, D. Unat, Nick Wright, Gwendolyn Renae Voskuilen https://www.osti.gov/search/identifier:1561498	SAND Report – 2016 SAND Report	2016
Partitioning and Task Placement with Zoltan2 SIAM Parallel Processing Conference Mehmet Deveci, Karen D. Devine, Erik Gunnar Boman, Vitus J. Leung, Sivasankaran Rajamanickam, Mark Alan Taylor https://www.osti.gov/search/identifier:1530505	Conference Paper – 2016 Conference Paper	2016
Comparing global link arrangements for Dragonfly networks SIAM Conference on Parallel Processing for Scientific Computing Emily Hastings, David Rincon-Cruz, Marc Spehlmann, Sofia Meyers, Anda Xu, David P Bunde, Vitus J. Leung https://www.osti.gov/search/identifier:1364871	Conference Paper – 2016 Conference Paper	2016
Comparing global link arrangements for Dragonfly networks New Challenges in Scheduling Theory Emily Hastings, David Rincon-Cruz, Marc Spehlmann, Sofia Meyers, Anda Xu, David Bunde, Vitus J. Leung https://www.osti.gov/search/identifier:1347475	Conference Paper – 2016 Conference Paper	2016
Comparing global link arrangements for Dragonfly networks Boston University Computer Engineering Seminar Emily Hastings, David Rincon-Cruz, Marc Spehlmann, Sofia Meyers, Anda Xu, David P Bunde, Vitus J. Leung https://www.osti.gov/search/identifier:1514371	Presentation (non-conference) – 2016 Presentation (non-conference)	2016
Comparing global link arrangements for Dragonfly networks FASTMath all-hands meeting Vitus J. Leung, David Bunde, Emily Hastings, Sofia Meyers, David Rincon-Cruz, Marc Spehlmann, Anda Xu https://www.osti.gov/search/identifier:1327866	Presentation (non-conference) – 2015 Presentation (non-conference)	2015
Local search to improve coordinate-based task mapping Parallel Computing Evan Balzuweit, David P Bunde, Vitus J. Leung, Austin Finley, Alan C.S. Lee https://www.osti.gov/search/identifier:1238587	Journal Article – 2015 Journal Article	2015
Comparing global link arrangements for Dragonfly networks Lawrence University Computer Science Seminar Emily Hastings, David Rincon-Cruz, Marc Spehlmann, Sofia Meyers, Anda Xu, David P. Bunde, Vitus J. Leung https://www.osti.gov/search/identifier:1326570	Presentation (non-conference) – 2015 Presentation (non-conference)	2015
Comparing global link arrangements for Dragonfly networks CSSS talk Emily Hastings, David Rincon-Cruz, Marc Spehlmann, Sofia Meyers, Anda Xu, David Bunde, Vitus J. Leung https://www.osti.gov/search/identifier:1506764	Presentation (non-conference) – 2015 Presentation (non-conference)	2015
Architecture-aware Task Placement DOE SciDAC PI Meeting Mehmet Deveci, Karen D. Devine, Vitus J. Leung, Andrey V Prokopenko, Sivasankaran Rajamanickam https://www.osti.gov/search/identifier:1324418	Presentation (non-conference) – 2015 Presentation (non-conference)	2015
Comparing global link arrangements for Dragonfly networks Cluster 2015 Emily Hastings, David Rincon-Cruz, Marc Spehlmann, Sofia Meyers, Anda Xu, David P. Bunde, Vitus J. Leung https://www.osti.gov/search/identifier:1581691	Conference Paper – 2015 Conference Paper	2015
PaCMap: Topology Mapping of Unstructured Communication Patterns onto Non-contiguous Allocations Programming abstractions for data locality Ozan Tuncer, Vitus J. Leung, Ayse K. Coskun https://www.osti.gov/search/identifier:1257694	Conference Paper – 2015 Conference Paper	2015
Document Title	Type	Year

Results 26–50 of 103

Publications

Detection and Diagnosis of Performance Variations

Event Prediction Using Graph-Augmented Temporal Analysis

Machine Learning for High-Performance Computing at Sandia

Reinforcement Learning is Needed for Extreme Heterogeneity in Supercomputing

Diagnosing Performance Variations in HPC Applications Using Machine Learning

Task Placement to Reduce Application Communication Costs

Adverse Event Prediction Using Graph-Augmented Temporal Analysis

Task Mapping on a Dragonfly Supercomputer

Beyond BUS-PASS

Unveiling the Interplay Between Global Link Arrangements and Network Management Algorithms on Dragonfly Networks

Trends in Data Locality Abstractions for HPC Systems

Diagnosing Performance Variations in HPC Architectures Using Machine Learning

Unveiling the Interplay Between Global Link Arrangements and Network Management Algorithms on Dragonfly Networks

Abstract Machine Models and Proxy Architectures for Exascale Computing

Partitioning and Task Placement with Zoltan2

Comparing global link arrangements for Dragonfly networks

Comparing global link arrangements for Dragonfly networks

Comparing global link arrangements for Dragonfly networks

Comparing global link arrangements for Dragonfly networks

Local search to improve coordinate-based task mapping

Comparing global link arrangements for Dragonfly networks

Comparing global link arrangements for Dragonfly networks

Architecture-aware Task Placement

Comparing global link arrangements for Dragonfly networks

PaCMap: Topology Mapping of Unstructured Communication Patterns onto Non-contiguous Allocations