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cs.DC2022★ 1 cited
Recovery of Distributed Iterative Solvers for Linear Systems Using Non-Volatile RAM
Yehonatan Fridman, Yaniv Snir, Harel Levin +3
HPC systems are a critical resource for scientific research. The increased demand for computational power and memory ushers in the exascale era, in which supercomputers are designe…
cs.DC2022
Asynchronous Fully-Decentralized SGD in the Cluster-Based Model
Hagit Attiya, Noa Schiller
This paper presents fault-tolerant asynchronous Stochastic Gradient Descent (SGD) algorithms. SGD is widely used for approximating the minimum of a cost function , as a core par…