Can we instead of designing just another new TCP, design a TCP plug-in which can boost
the performance of the existing/future TCP designs in cellular networks? To answer this …

Can we instead of designing yet another new TCP algorithm, design a TCP plug-in that can
enable machines to automatically boost the performance of the existing/future TCP designs …

In a TCP/IP network, a key to ensure efficient and fair sharing of network resources among
its users is the TCP congestion control (CC) scheme. Previously, the design of TCP CC …

In this paper, we aim to study networking problems from a whole new perspective by
leveraging emerging deep learning, to develop an experience-driven approach, which …

TCP is currently the most widely used Internet transmission protocol, which is extensively
applied to applications on the Internet to enable reliable data transmission. The TCP …

As wired/wireless networks become more and more complex, the fundamental assumptions
made by many existing TCP variants may not hold true anymore. In this paper, we develop a …

A significant fraction of data traffic is transmitted via cellular networks. When introducing fifth-
generation (5G) radio access technology, the maximum bitrate of the radio link increases …

We present NEAT-TCP, a novel technique to automatically generate congestion control
algorithms in a data-driven fashion while optimizing towards a specified global system utility …

Cellular networks have special characteristics including highly variable channels, fast
fluctuating capacities, deep per user buffers, self-inflicted queuing delays, radio …

TCP's congestion control architecture suffers from notoriously bad performance.
Consequently, recent years have witnessed a surge of interest in both academia and …