Adaptive Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning
Adaptive Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning
Stragglers, Byzantine workers, and data privacy are the main bottlenecks in distributed cloud computing. Some prior works proposed coded computing strategies to jointly address all three challenges. They require either a large number of workers, a significant communication cost or a significant computational complexity to tolerate Byzantine workers. Much of …