197 citations · 367 across the 23 of their papers we have counts for
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cs.DC2021★ 2 cited
A Case for Sampling Based Learning Techniques in Coflow Scheduling
Akshay Jajoo, Y. Charlie Hu, Xiaojun Lin
Coflow scheduling improves data-intensive application performance by improving their networking performance. State-of-the-art online coflow schedulers in essence approximate the cl…
cs.DC2021★ 4 cited
The Case for Task Sampling based Learning for Cluster Job Scheduling
Akshay Jajoo, Y. Charlie Hu, Xiaojun Lin +1
The ability to accurately estimate job runtime properties allows a scheduler to effectively schedule jobs. State-of-the-art online cluster job schedulers use history-based learning…