2018 IEEE 25th International Conference on High Performance Computing (HiPC)
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9781538683866
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scholarly journals Adaptive Pattern Matching with Reinforcement Learning for Dynamic Graphs

2018 ◽  
Author(s):  
Hiroki Kanezashi ◽  
Toyotaro Suzumura ◽  
Dario Garcia-Gasulla ◽  
Min-Hwan Oh ◽  
Satoshi Matsuoka
Keyword(s):  
Reinforcement Learning ◽  
Pattern Matching ◽  
Dynamic Graphs ◽  
Adaptive Pattern

Making Strassen Matrix Multiplication Safe

2018 ◽  
Author(s):  
Himeshi De Silva ◽  
John L. Gustafson ◽  
Weng-Fai Wong
Keyword(s):  
Matrix Multiplication

Improving Provisioned Power Efficiency in HPC Systems with GPU-CAPP

2018 ◽  
Author(s):  
Kramer Straube ◽  
Jason Lowe-Power ◽  
Christopher Nitta ◽  
Matthew Farrens ◽  
Venkatesh Akella
Keyword(s):  
Power Efficiency

Balancing Stragglers Against Staleness in Distributed Deep Learning

2018 ◽  
Author(s):  
Saurav Basu ◽  
Vaibhav Saxena ◽  
Rintu Panja ◽  
Ashish Verma
Keyword(s):  
Deep Learning

DeepHyper: Asynchronous Hyperparameter Search for Deep Neural Networks

2018 ◽  
Author(s):  
Prasanna Balaprakash ◽  
Michael Salim ◽  
Thomas D. Uram ◽  
Venkat Vishwanath ◽  
Stefan M. Wild
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks

Synchronization-Avoiding Graph Algorithms

2018 ◽  
Author(s):  
Jesun Sahariar Firoz ◽  
Marcin Zalewski ◽  
Thejaka Kanewala ◽  
Andrew Lumsdaine
Keyword(s):  
Graph Algorithms
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