Sean Treichler

According to our database, Sean Treichler authored at least 27 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Symphony: Orchestrating Sparse and Dense Tensors with Hierarchical Heterogeneous Processing.

Michael Pellauer, Jason Clemons, Vignesh Balaji, Neal Clayton Crago, Aamer Jaleel, Donghyuk Lee, Mike O'Connor, Anghsuman Parashar, Sean Treichler, Po-An Tsai, Stephen W. Keckler, Joel S. Emer

ACM Trans. Comput. Syst., 2023

Harmonic CUDA: Asynchronous Programming on GPUs.

Jonathan D. Wapman, Sean Treichler, Serban D. Porumbescu, John D. Owens

Proceedings of the 14th International Workshop on Programming Models and Applications for Multicores and Manycores, 2023

Visibility Algorithms for Dynamic Dependence Analysis and Distributed Coherence.

Michael Bauer, Elliott Slaughter, Sean Treichler, Wonchan Lee, Michael Garland, Alex Aiken

Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2023

2022

Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks.

Joshua Romero, Junqi Yin, Nouamane Laanait, Bing Xie, M. Todd Young, Sean Treichler, Vitalii Starchenko, Albina Y. Borisevich, Alex Sergeev, Michael A. Matheson

Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

2021

Index launches: scalable, flexible representation of parallel task groups.

Rupanshu Soi, Michael Bauer, Sean Treichler, Manolis Papadakis, Wonchan Lee, Patrick S. McCormick, Alex Aiken, Elliott Slaughter

Proceedings of the International Conference for High Performance Computing, 2021

2020

Task bench: a parameterized benchmark for evaluating parallel runtime performance.

Elliott Slaughter, Wei Wu, Yuankun Fu, Legend Brandenburg, Nicolai Garcia, Wilhem Kautz, Emily Marx, Kaleb S. Morris, Qinglei Cao, George Bosilca, Seema Mirchandaney, Wonchan Lee, Sean Treichler, Patrick S. McCormick, Alex Aiken

Proceedings of the International Conference for High Performance Computing, 2020

2019

Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs.

Liu Yang, Sean Treichler, Thorsten Kurth, Keno Fischer, David A. Barajas-Solano, Joshua Romero, Valentin Churavy, Alexandre M. Tartakovsky, Michael Houston, Prabhat, George E. Karniadakis

CoRR, 2019

Exascale Deep Learning for Scientific Inverse Problems.

Nouamane Laanait, Joshua Romero, Junqi Yin, M. Todd Young, Sean Treichler, Vitalii Starchenko, Albina Y. Borisevich, Alex Sergeev, Michael A. Matheson

CoRR, 2019

Highly-Ccalable, Physics-Informed GANs for Learning Solutions of Stochastic PDEs.

Liu Yang, Prabhat, George E. Karniadakis, Sean Treichler, Thorsten Kurth, Keno Fischer, David A. Barajas-Solano, Joshua Romero, Valentin Churavy, Alexandre M. Tartakovsky, Michael Houston

Proceedings of the Third IEEE/ACM Workshop on Deep Learning on Supercomputers, 2019

2018

Dynamic tracing: memoization of task graphs for dynamic task-based runtimes.

Wonchan Lee, Elliott Slaughter, Michael Bauer, Sean Treichler, Todd Warszawski, Michael Garland, Alex Aiken

Proceedings of the International Conference for High Performance Computing, 2018

Exascale deep learning for climate analytics.

Thorsten Kurth, Sean Treichler, Joshua Romero, Mayur Mudigonda, Nathan Luehr, Everett H. Phillips, Ankur Mahesh, Michael A. Matheson, Jack Deslippe, Massimiliano Fatica, Prabhat, Michael Houston

Proceedings of the International Conference for High Performance Computing, 2018

Scalable Collectives for Distributed Asynchronous Many-Task Runtimes.

Matthew Whitlock, Hemanth Kolla, Sean Treichler, Philippe P. Pébay, Janine C. Bennett

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

BabelFlow: An Embedded Domain Specific Language for Parallel Analysis and Visualization.

Steve Petruzza, Sean Treichler, Valerio Pascucci, Peer-Timo Bremer

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Isometry: A Path-Based Distributed Data Transfer System.

Zhihao Jia, Sean Treichler, Galen M. Shipman, Patrick S. McCormick, Alex Aiken

Proceedings of the 32nd International Conference on Supercomputing, 2018

2017

Control replication: compiling implicit parallelism to efficient SPMD with logical regions.

Elliott Slaughter, Wonchan Lee, Sean Treichler, Wen Zhang, Michael Bauer, Galen M. Shipman, Patrick S. McCormick, Alex Aiken

Proceedings of the International Conference for High Performance Computing, 2017

A Novel Shard-Based Approach for Asynchronous Many-Task Models for In Situ Analysis.

Philippe P. Pébaÿ, Giulio Borghesi, Hemanth Kolla, Janine C. Bennett, Sean Treichler

Proceedings of the In Situ Infrastructures on Enabling Extreme-Scale Analysis and Visualization, 2017

Integrating External Resources with a Task-Based Programming Model.

Zhihao Jia, Sean Treichler, Galen M. Shipman, Michael Bauer, Noah Watkins, Carlos Maltzahn, Patrick S. McCormick, Alex Aiken

Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017

2016

Realm: performance portability through composable asynchrony.

Sean Treichler

PhD thesis, 2016

Dependent partitioning.

Sean Treichler, Michael Bauer, Rahul Sharma, Elliott Slaughter, Alex Aiken

Proceedings of the 2016 ACM SIGPLAN International Conference on Object-Oriented Programming, 2016

Towards Asynchronous Many-Task in Situ Data Analysis Using Legion.

Philippe P. Pébay, Janine C. Bennett, David S. Hollman, Sean Treichler, Patrick S. McCormick, Christine Sweeney, Hemanth Kolla, Alex Aiken

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

2015

Regent: a high-productivity programming language for HPC with logical regions.

Elliott Slaughter, Wonchan Lee, Sean Treichler, Michael Bauer, Alex Aiken

Proceedings of the International Conference for High Performance Computing, 2015

2014

Structure Slicing: Extending Logical Regions with Fields.

Michael Bauer, Sean Treichler, Elliott Slaughter, Alex Aiken

Proceedings of the International Conference for High Performance Computing, 2014

Singe: leveraging warp specialization for high performance on GPUs.

Michael Bauer, Sean Treichler, Alex Aiken

Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2014

Realm: an event-based low-level runtime for distributed memory architectures.

Sean Treichler, Michael Bauer, Alex Aiken

Proceedings of the International Conference on Parallel Architectures and Compilation, 2014

2013

Language support for dynamic, hierarchical data partitioning.

Sean Treichler, Michael Bauer, Alex Aiken

Proceedings of the 2013 ACM SIGPLAN International Conference on Object Oriented Programming Systems Languages & Applications, 2013

2012

Legion: expressing locality and independence with logical regions.

Michael Bauer, Sean Treichler, Elliott Slaughter, Alex Aiken

Proceedings of the SC Conference on High Performance Computing Networking, 2012

2011

EcoG: A Power-Efficient GPU Cluster Architecture for Scientific Computing.

Michael T. Showerman, Jeremy Enos, Craig P. Steffen, Sean Treichler, William Gropp, Wen-mei W. Hwu

Comput. Sci. Eng., 2011