Efficient Algorithms for Encrypted All-gather Operation

2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS)(2021)

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摘要
As more High-Performance Computing (HPC) applications that process sensitive data are moving to run on the public cloud, there is a need for the cloud infrastructure to provide privacy and integrity support. In this work, we investigate how to add encryption to all-gather to protect internode communication. This task is challenging since encryption is often more expensive than communication in con...
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关键词
Measurement,Cloud computing,Production systems,Distributed processing,Data privacy,Clustering algorithms,Encryption
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