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cs.DC2024
Exploiting Stragglers in Distributed Computing Systems with Task Grouping
Tharindu Adikari, Haider Al-Lawati, Jason Lam +2
We consider the problem of stragglers in distributed computing systems. Stragglers, which are compute nodes that unpredictably slow down, often increase the completion times of tas…
cs.DC2020★ 1 cited
Anytime Minibatch with Delayed Gradients
Haider Al-Lawati, Stark C. Draper
Distributed optimization is widely deployed in practice to solve a broad range of problems. In a typical asynchronous scheme, workers calculate gradients with respect to out-of-dat…