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cs.DC2022
Impact of Redundancy on Resilience in Distributed Optimization and Learning
Shuo Liu, Nirupam Gupta, Nitin H. Vaidya
This report considers the problem of resilient distributed optimization and stochastic learning in a server-based architecture. The system comprises a server and multiple agents, w…
cs.DC2022
Impact of the Consistency Model on Checkpointing of Distributed Shared Memory
Sandeep Kulkarni, Duong Nguyen, Lewis Tseng +1
In this report, we consider the impact of the consistency model on checkpointing and rollback algorithms for distributed shared memory. In particular, we consider specific implemen…
cs.DC2022
Byzantine Fault-Tolerant Min-Max Optimization
Shuo Liu, Nitin Vaidya
In this paper, we consider a min-max optimization problem under adversarial manipulation, where there are cost functions, up to of which may be replaced by arbitrary faulty…