Sean Treichler

Orcid: 0000-0003-2189-4026

According to our database1, Sean Treichler authored at least 27 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Symphony: Orchestrating Sparse and Dense Tensors with Hierarchical Heterogeneous Processing.
ACM Trans. Comput. Syst., 2023

Harmonic CUDA: Asynchronous Programming on GPUs.
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.
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.
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

2021
Index launches: scalable, flexible representation of parallel task groups.
Proceedings of the International Conference for High Performance Computing, 2021

2020
Task bench: a parameterized benchmark for evaluating parallel runtime performance.
Proceedings of the International Conference for High Performance Computing, 2020

2019
Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs.
CoRR, 2019

Exascale Deep Learning for Scientific Inverse Problems.
CoRR, 2019

Highly-Ccalable, Physics-Informed GANs for Learning Solutions of Stochastic PDEs.
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.
Proceedings of the International Conference for High Performance Computing, 2018

Exascale deep learning for climate analytics.
Proceedings of the International Conference for High Performance Computing, 2018

Scalable Collectives for Distributed Asynchronous Many-Task Runtimes.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

BabelFlow: An Embedded Domain Specific Language for Parallel Analysis and Visualization.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Isometry: A Path-Based Distributed Data Transfer System.
Proceedings of the 32nd International Conference on Supercomputing, 2018

2017
Control replication: compiling implicit parallelism to efficient SPMD with logical regions.
Proceedings of the International Conference for High Performance Computing, 2017

A Novel Shard-Based Approach for Asynchronous Many-Task Models for In Situ Analysis.
Proceedings of the In Situ Infrastructures on Enabling Extreme-Scale Analysis and Visualization, 2017

Integrating External Resources with a Task-Based Programming Model.
Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017

2016
Realm: performance portability through composable asynchrony.
PhD thesis, 2016

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

Towards Asynchronous Many-Task in Situ Data Analysis Using Legion.
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.
Proceedings of the International Conference for High Performance Computing, 2015

2014
Structure Slicing: Extending Logical Regions with Fields.
Proceedings of the International Conference for High Performance Computing, 2014

Singe: leveraging warp specialization for high performance on GPUs.
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.
Proceedings of the International Conference on Parallel Architectures and Compilation, 2014

2013
Language support for dynamic, hierarchical data partitioning.
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.
Proceedings of the SC Conference on High Performance Computing Networking, 2012

2011
EcoG: A Power-Efficient GPU Cluster Architecture for Scientific Computing.
Comput. Sci. Eng., 2011


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