2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.DC2024
LAVA: Lifetime-Aware VM Allocation with Learned Distributions and Adaptation to Mispredictions
Jianheng Ling, Pratik Worah, Yawen Wang +16
Scheduling virtual machines (VMs) on hosts in cloud data centers dictates efficiency and is an NP-hard problem with incomplete information. Prior work improved VM scheduling with p…
cs.DC2022★ 2 cited
Rethinking Storage Management for Data Processing Pipelines in Cloud Data Centers
Ubaid Ullah Hafeez, Martin Maas, Mustafa Uysal +1
Data processing frameworks such as Apache Beam and Apache Spark are used for a wide range of applications, from logs analysis to data preparation for DNN training. It is thus unsur…
cs.LG2021
Analyzing a Caching Model
Leon Sixt, Evan Zheran Liu, Marie Pellat +4
Machine Learning has been successfully applied in systems applications such as memory prefetching and caching, where learned models have been shown to outperform heuristics. Howeve…