Congestion Control

The millimeter wave (mmWave) bands are likely to play a significant role in next generation cellular systems due to the possibility of very high throughput thanks to the availability of massive bandwidth and high-dimensional antennas. Especially in Non-Line-of-Sight conditions, significant variations in the received RF power can occur as a result of the scattering from nearby building and terrain surfaces. Scattering objects come and go as the user moves through the local environment. At the higher end of the mmWave band, rough surface scatter generates cluster-based small-scale fading, where signal levels can vary by more than 20 dB over just a few wavelengths. This high level of channel variability may present significant challenges for congestion control. Using our recently developed end-to-end mmWave ns3-based framework, we aim at evaluating the performance of TCP congestion control in next-generation mmWave networks.

Publications

CitationResearch AreasDate
M. Zhang, M. Mezzavilla, J. Zhu, S. Rangan, S. Panwar "The Bufferbloat Problem over Intermittent Multi-Gbps mmWave Links" arXiv:1611.02117 [cs.NI]Congestion Control, Future Congestion Control, High-speed, networking, mmwave, Networking2016/12/22
E. Kurdoglu, Y. Liu, Y. Wang, Y. Shi, C. Gu, J. Lyu, "Real-time Bandwidth Prediction and Rate Estimation for Video Calls over Cellular Networks," in Proceedings of the 7th International Conference on Multimedia Systems, ACM, 2016 / Klagenfurt, AustriaCongestion Control, Future Congestion Control, High-speed, networking2016/12/21
M. Zhang, M. Mezzavilla, R. Ford, S. Rangan, S. Panwar, E. Mellios, D. Kong, A. Nix, M. Zorzi, "Transport layer performance in 5G mmWave cellular", Computer Communications Workshops (INFOCOM WKSHPS) 2016 IEEE Conference on, pp. 730-735, 2016.Congestion Control, Dynamic Channel Models, ns32016/04/14
M. Zhang, M. Mezzavilla, R. Ford, S. Rangan, S. Panwar, E. Mellios, D. Kong, A.. Nix, M. Zorzi, Transport Layer Performance in 5G mmWave Cellular, IEEE Infocom Millimeter Wave Networking Workshop, San Francisco, April 2016.Congestion Control, Millimeter Wave 5G Prototype, mmWave MAC, ns32016/03/08
R. Ford, M. Zhang, M. Mezzavilla, S. Dutta, S. Rangan, M. Zorzi, Achieving Ultra-Low Latency in 5G Millimeter Wave Cellular Networks, IEEE Communications Magazine 55.3 (2017): 196-203.Congestion Control, high speed mmwave mac, High-speed, networking, Millimeter Wave 5G Prototype, mmWave MAC, ns32016/02/23
Y. Zaki, T. Pötsch, J. Chen, L. Subramanian, C. Görg,“Adaptive Congestion Control for Unpredictable Cellular Networks” ACM Special Interest Group on Data Communication (SIGCOMM) London, UK, August 2015.Congestion Control, Future Congestion Control2015/08/01