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cs.DC2020
PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning for Deep Learning Clusters
Isabelly Rocha, Nathaniel Morris, Lydia Y. Chen +3
DNN learning jobs are common in today's clusters due to the advances in AI driven services such as machine translation and image recognition. The most critical phase of these jobs…
cs.DC2015★ 1 cited
Measuring and Managing Answer Quality for Online Data-Intensive Services
Jaimie Kelley, Christopher Stewart, Nathaniel Morris +3
Online data-intensive services parallelize query execution across distributed software components. Interactive response time is a priority, so online query executions return answer…