Performance Enhancement of Multipath TCP for Wireless Communications With Multiple Radio Interfaces

• Published in: IEEE transactions on communications Vol. 64; no. 8; pp. 3456 - 3466
• Main Authors: Dong, Pingping, Wang, Jianxin, Huang, Jiawei, Wang, Haodong, Min, Geyong
• Format: Journal Article
• Language: English
• Published: New York IEEE 01-08-2016; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Additives; Algorithms; Congestion; congestion control; Control algorithms; Degradation; Multipath TCP; Packet loss; packet loss differentiation; Packets (communication); Performance enhancement; Radio; Receiving; Servers; TCP (protocol); TCP-IP; Throughput; Wireless networks
• ISSN: 0090-6778; 1558-0857
• DOI: 10.1109/TCOMM.2016.2584615

Multipath transmission control protocol (MPTCP) allows a TCP connection to operate across multiple paths simultaneously and becomes highly attractive to support the emerging mobile devices with various radio interfaces and to improve resource utilization as well as connection robustness. The existing multipath congestion control algorithms, however, are mainly loss-based and prefer the paths with lower drop rates, leading to severe performance degradation in wireless communication systems, where random packet losses occur frequently. To address this challenge and improve the performance of MPTCP in wireless networks, this paper proposes a new mVeno algorithm, which makes full use of the congestion information of all the subflows belonging to a TCP connection in order to adaptively adjust the transmission rate of each subflow. Specifically, mVeno modifies the additive increase phase of Veno so as to effectively couple all subflows by dynamically varying the congestion window increment based on the receiving ACKs. The weighted parameter of each subflow for tuning the congestion window is determined by distinguishing packet losses caused by random error of wireless links or by network congestion. We implement mVeno in a Linux server and conduct extensive experiments both in test bed and in real WAN to validate its effectiveness. The performance results demonstrate that compared with the existing schemes, mVeno increases the throughput significantly, achieves load balancing, and can keep the fairness with regular TCP.