activity
20112026
most citedCFR-RL: Traffic Engineering with Reinforcement Learning in SDN

184 citations · 278 across the 15 of their papers we have counts for

collaborators
Showing 2019Show all

5 papers · 1 filter

cs.NI2019

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…

cs.NI2019★ 3 cited

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…

cs.NI2019

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…

cs.NI2019★ 3 cited

Toward Optimal Performance with Network Assisted TCP at Mobile Edge

Soheil Abbasloo, Yang Xu, H. Jonathon Chao +3

In contrast to the classic fashion for designing distributed end-to-end (e2e) TCP schemes for cellular networks (CN), we explore another design space by having the CN assist the ta…

cs.NI2019★ 4 cited

Enabling Mobility in LTE-Compatible Mobile-edge Computing with Programmable Switches

Ashkan Aghdai, Yang Xu, Mark Huang +2

Network softwarization triggered a new wave of innovation in modern network design. The next generation of mobile networks embraces this trend. Mobile-edge computing (MEC) is a key…