Numerous applications on the web use transmission control protocol (TCP) as a transport
protocol to ensure efficient and fair sharing of network resources among users. With the …

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 …

The evolution of the Internet of Things and 5G/6G networks is ushered in the exponential
proliferation of mobile devices with multiple wireless interfaces. Multi-Path TCP (MPTCP) is …

With the development of the Internet of Things (IoT) and 5G, there are ubiquitous smart
devices and network functions providing emerging network services efficiently and optimally …

In this paper, we aim to propose a novel transmission control protocol (TCP) congestion
control method from a cross-layer-based perspective and present a deep reinforcement …

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 …

Despite many years of improvements to it, TCP still suffers from an unsatisfactory
performance. For services dominated by short flows (eg, web search and e-commerce), TCP …

Multipath TCP (MPTCP) has emerged as a facilitator for harnessing and pooling available
bandwidth in wireless/wireline communication networks and in data centers. Existing …

Traditional congestion control protocols may fail to achieve consistently-high performance
over a wide range of networking environments as their hardwired policies are optimized …