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06/25/2023
Im2win: An Efficient Convolution Paradigm on GPU
Convolution is the most time-consuming operation in deep neural network ...
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02/13/2021
MOARD: Modeling Application Resilience to Transient Faults on Data Objects
Understanding application resilience (or error tolerance) in the presenc...
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02/13/2021
Reinit++: Evaluating the Performance of Global-Restart Recovery Methods For MPI Fault Tolerance
Scaling supercomputers comes with an increase in failure rates due to th...
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02/13/2021
MATCH: An MPI Fault Tolerance Benchmark Suite
MPI has been ubiquitously deployed in flagship HPC systems aiming to acc...
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02/09/2021
A High-Performance Sparse Tensor Algebra Compiler in Multi-Level IR
Tensor algebra is widely used in many applications, such as scientific c...
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12/07/2018
PARIS: Predicting Application Resilience Using Machine Learning
Extreme-scale scientific applications can be more vulnerable to soft err...
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09/05/2018