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cs.PF2022★ 3 cited
Inference Latency Prediction at the Edge
Zhuojin Li, Marco Paolieri, Leana Golubchik
With the growing workload of inference tasks on mobile devices, state-of-the-art neural architectures (NAs) are typically designed through Neural Architecture Search (NAS) to ident…
cs.PF2022
Scheduling to Optimize Sojourn Time of Successful Jobs
Yuan Yao, Marco Paolieri, Leana Golubchik
Deep neural networks training jobs and other iterative computations frequently include checkpoints where jobs can be canceled based on the current value of monitored metrics. While…