papers
Publications (6)
cs.LG2018
Deep Reinforcement Learning for Intelligent Transportation Systems
Xiao-Yang Liu, Zihan Ding, Sem Borst +1
cs.LG2018
Transform-Based Multilinear Dynamical System for Tensor Time Series Analysis
Weijun Lu, Xiao-Yang Liu, Qingwei Wu +2
cs.IT2017
Multidimensional Data Tensor Sensing for RF Tomographic Imaging
Tao Deng, Xiao-Yang Liu, Feng Qian +1
cs.NI2015
Scalable Routing in SDN-enabled Networks with Consolidated Middleboxes
Andrey Gushchin, Anwar Walid, Ao Tang
cs.NI2019
Deep Reinforcement Learning for Network Slicing with Heterogeneous Resource Requirements and Time Varying Traffic Dynamics
Jaehoon Koo, Veena B. Mendiratta, Muntasir Raihan Rahman +1
The paper proposes a deep reinforcement learning method to dynamically allocate heterogeneous resources for network slicing in 5G/SDN/NFV environments, showing improved utilization…
#network slicing#deep reinforcement learning#resource allocation#5g
cs.NI2014
Multipath TCP: Analysis, Design and Implementation
Qiuyu Peng, Anwar Walid, Jaehyun Hwang +1