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