184 citations · 197 across the 6 of their papers we have counts for
12 papers
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…
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…
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…
Wanna Make Your TCP Scheme Great for Cellular Networks? Let Machines Do It for You!
Soheil Abbasloo, Chen-Yu Yen, H. Jonathan Chao
Can we instead of designing just another new TCP, design a TCP \textit{plug-in} which can boost the performance of the existing/future TCP designs in cellular networks? To answer t…
Bounding Queue Delay in Cellular Networks to Support Ultra-Low Latency Applications
Soheil Abbasloo, H. Jonathan Chao
Most of the current active queue management (AQM) designs have major issues including severe hardship of being tuned for highly fluctuated cellular access link bandwidths. Conseque…
Intelligent Anomaly Detection and Mitigation in Data Centers
Ashkan Aghdai, Kang Xi, H. Jonathan Chao
Data centers play a key role in today's Internet. Cloud applications are mainly hosted on multi-tenant warehouse-scale data centers. Anomalies pose a serious threat to data centers…