31 citations · 36 across the 3 of their papers we have counts for
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cs.DC2022★ 31 cited
LOCAT: Low-Overhead Online Configuration Auto-Tuning of Spark SQL Applications
Jinhan Xin, Kai Hwang, Zhibin Yu
Spark SQL has been widely deployed in industry but it is challenging to tune its performance. Recent studies try to employ machine learning (ML) to solve this problem, but suffer f…
cs.DC2014★ 2 cited
A Case Study on Job Scheduling Policy for Workload Characterization and Power Efficiency
Aftab Ahmed Chandio, Zhibin Yu, Feroz Shah Syed +1
With the increasing popularity of cloud computing, datacenters are becoming more important than ever before. A typical datacenter typically consists of a large number of homogeneou…