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cs.DC2024
Protecting Confidentiality, Privacy and Integrity in Collaborative Learning
Dong Chen, Alice Dethise, Istemi Ekin Akkus +6
A collaboration between dataset owners and model owners is needed to facilitate effective machine learning (ML) training. During this collaboration, however, dataset owners and mod…
cs.DC2024★ 2 cited
FaaSTube: Optimizing GPU-oriented Data Transfer for Serverless Computing
Hao Wu, Junxiao Deng, Minchen Yu +5
Serverless computing has gained significant traction for machine learning inference applications, which are often deployed as serverless workflows consisting of multiple CPU and GP…