184 citations · 278 across the 15 of their papers we have counts for
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cs.NI2020★ 184 cited
CFR-RL: Traffic Engineering with Reinforcement Learning in SDN
Junjie Zhang, Minghao Ye, Zehua Guo +2
Traditional Traffic Engineering (TE) solutions can achieve the optimal or near-optimal performance by rerouting as many flows as possible. However, they do not usually consider the…
cs.NI2020
To schedule or not to schedule: when no-scheduling can beat the best-known flow scheduling algorithm in datacenter networks
Soheil Abbasloo, Yang Xu, H. Jonathan Chao
Conventional wisdom for minimizing the average flow completion time (AFCT) in the datacenter network (DCN), where flow sizes are highly variable, would suggest scheduling every ind…
cs.NI2020★ 8 cited
SharpEdge: An Asynchronous and Core-Agnostic Solution to Guarantee Bounded-Delays
Soheil Abbasloo, H. Jonathan Chao
What are the key properties that a network should have to provide bounded-delay guarantees for the packets? In this paper, we attempt to answer this question. To that end, we explo…