31 citations · 41 across the 3 of their papers we have counts for
3 papers
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.DC2020★ 4 cited
AI-oriented Medical Workload Allocation for Hierarchical Cloud/Edge/Device Computing
Tianshu Hao, Jianfeng Zhan, Kai Hwang +2
In a hierarchically-structured cloud/edge/device computing environment, workload allocation can greatly affect the overall system performance. This paper deals with AI-oriented med…
cs.PF2019★ 6 cited
Edge AIBench: Towards Comprehensive End-to-end Edge Computing Benchmarking
Tianshu Hao, Yunyou Huang, Xu Wen +8
In edge computing scenarios, the distribution of data and collaboration of workloads on different layers are serious concerns for performance, privacy, and security issues. So for…