57 citations · 130 across the 15 of their papers we have counts for
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cs.LG2020★ 4 cited
CPR: Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery
Kiwan Maeng, Shivam Bharuka, Isabel Gao +8
The paper proposes and optimizes a partial recovery training system, CPR, for recommendation models. CPR relaxes the consistency requirement by enabling non-failed nodes to proceed…
cs.DC2020★ 9 cited
TransForm: Formally Specifying Transistency Models and Synthesizing Enhanced Litmus Tests
Naorin Hossain, Caroline Trippel, Margaret Martonosi
Memory consistency models (MCMs) specify the legal ordering and visibility of shared memory accesses in a parallel program. Traditionally, instruction set architecture (ISA) MCMs a…