239 citations · 451 across the 31 of their papers we have counts for
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cs.SE2023★ 1 cited
DMSConfig: Automated Configuration Tuning for Distributed IoT Message Systems Using Deep Reinforcement Learning
Zhuangwei Kang, Yogesh D. Barve, Shunxing Bao +2
The Distributed Messaging Systems (DMSs) used in IoT systems require timely and reliable data dissemination, which can be achieved through configurable parameters. However, the hig…
cs.SE2019★ 18 cited
Stratum: A Serverless Framework for Lifecycle Management of Machine Learning based Data Analytics Tasks
Anirban Bhattacharjee, Yogesh Barve, Shweta Khare +3
With the proliferation of machine learning (ML) libraries and frameworks, and the programming languages that they use, along with operations of data loading, transformation, prepar…