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08/09/2023
gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters
GPU-aware collective communication has become a major bottleneck for mod...
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05/17/2023
Accelerating MPI Collectives with Process-in-Process-based Multi-object Techniques
In the exascale computing era, optimizing MPI collective performance in ...
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05/03/2023
FT-GEMM: A Fault Tolerant High Performance GEMM Implementation on x86 CPUs
General matrix/matrix multiplication (GEMM) is crucial for scientific co...
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05/01/2023
Anatomy of High-Performance GEMM with Online Fault Tolerance on GPUs
General Matrix Multiplication (GEMM) is a crucial algorithm for various ...
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04/08/2023
C-Coll: Introducing Error-bounded Lossy Compression into MPI Collectives
With the ever-increasing computing power of supercomputers and the growi...
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10/06/2022
ByteTransformer: A High-Performance Transformer Boosted for Variable-Length Inputs
Transformer is the cornerstone model of Natural Language Processing (NLP...
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09/29/2021
Accelerating Encrypted Computing on Intel GPUs
Homomorphic Encryption (HE) is an emerging encryption scheme that allows...
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04/02/2021
FT-BLAS: A High Performance BLAS Implementation With Online Fault Tolerance
Basic Linear Algebra Subprograms (BLAS) is a core library in scientific ...
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09/26/2020
Can pandemics transform scientific novelty? Evidence from COVID-19
Scientific novelty is important during the pandemic due to its critical ...
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05/21/2020
Analysis of misinformation during the COVID-19 outbreak in China: cultural, social and political entanglements
COVID-19 resulted in an infodemic, which could erode public trust, imped...
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03/27/2020
Algorithm-Based Fault Tolerance for Convolutional Neural Networks
Convolutional neural networks (CNNs) are becoming more and more importan...
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01/22/2020
