More Web Proxy on the site http://driver.im/

research-article

CellFusion: Multipath Vehicle-to-Cloud Video Streaming with Network Coding in the Wild

Authors:

Hongqiang Harry Liu,

Yunfei MaAuthors Info & Claims

ACM SIGCOMM '23: Proceedings of the ACM SIGCOMM 2023 Conference

Pages 668 - 683

https://doi.org/10.1145/3603269.3604832

Published: 01 September 2023 Publication History

Abstract

This paper presents CellFusion, a system designed for high-quality, real-time video streaming from vehicles to the cloud. It leverages an innovative blend of multipath QUIC transport and network coding. Surpassing the limitations of individual cellular carriers, CellFusion uses a unique last-mile overlay that integrates multiple cellular networks into a single, unified cloud connection. This integration is made possible through the use of in-vehicle Customer Premises Equipment (CPEs) and edge-cloud proxy servers.

In order to effectively handle unstable cellular connections prone to intense burst losses and unexpected latency spikes as a vehicle moves, CellFusion introduces XNC. This innovative network coding-based transport solution enables efficient and resilient multipath transport. XNC aims to accomplish low latency, minimal traffic redundancy, and reduced computational complexity all at once. CellFusion is secure and transparent by nature and does not require modifications for vehicular apps connecting to it.

We tested CellFusion on 100 self-driving vehicles for over six months with our cloud-native back-end running on 50 CDN PoPs. Through extensive road tests, we show that XNC reduced video packet delay by 71.53% at the 99th percentile versus 5G. At 30Mbps, CellFusion achieved 66.11% ~ 80.62% reduction in video stall ratio versus state-of-the-art multipath transport solutions with less than 10% traffic redundancy.

References

[1]

Future of Driving. https://www.tesla.com/autopilot, 2022.

[2]

Waymo. https://waymo.com/, 2022.

[3]

Taycan. https://www.porsche.com/usa/models/taycan/taycan-models/taycan/, 2022.

[4]

bZ4X. https://www.toyota.com/electrified/, 2022.

[5]

The Washington Post. Behind the wheel of a Tesla Model 3: It's a giant iPhone --- for better and worse. https://www.washingtonpost.com/technology/2018/08/02/behind-wheel-tesla-model-its-giant-iphone-better-worse/, 2022.

[6]

Motor Trend. Tech Company Testing Remote Operators as Self-Driving Car Backups. https://www.motortrend.com/news/mira-self-driving-car-remote-control-car/, 2022.

[7]

Oussama El Marai and Tarik Taleb. Smooth and low latency video streaming for autonomous cars during handover. Ieee Network, 34(6):302--309, 2020.

Digital Library

[8]

Forbes. Whether Those Endless Edge Or Corner Cases Are The Long-Tail Doom For AI Self-Driving Cars. https://www.forbes.com/sites/lanceeliot/2021/07/13/whether-those-endless-edge-or-corner-cases-are-the-long-tail-doom-for-ai-self-driving-cars/?sh=595cfeaf5933, 2021.

[9]

Sotiris Pavlopoulos, Efthyvoulos Kyriacou, Alexandros Berler, Spiridon Dembeyiotis, and Dimitris Koutsouris. A novel emergency telemedicine system based on wireless communication technology-ambulance. IEEE Transactions on information technology in biomedicine, 2(4):261--267, 1998.

Digital Library

[10]

Ericsson. The 5G Connected Ambulance g . https://www.ericsson.com/en/cases/2020/the-5g-connected-ambulance, 2023.

[11]

Waveform. What causes weak cell phone signal and dropped calls? . https://www.waveform.com/pages/causes-of-weak-signal, 2022.

[12]

Tao Jiang, Jianhua Zhang, Pan Tang, Lei Tian, Yi Zheng, Jianwu Dou, Henrik Asplund, Leszek Raschkowski, Raffaele D'Errico, and Tommi Jämsä. 3gpp standardized 5g channel model for iiot scenarios: A survey. IEEE Internet of Things Journal, 8(11):8799--8815, 2021.

[13]

Christoph F Mecklenbrauker, Andreas F Molisch, Johan Karedal, Fredrik Tufvesson, Alexander Paier, Laura Bernadó, Thomas Zemen, Oliver Klemp, and Nicolai Czink. Vehicular channel characterization and its implications for wireless system design and performance. Proceedings of the IEEE, 99(7):1189--1212, 2011.

[14]

Dongzhu Xu, Anfu Zhou, Xinyu Zhang, Guixian Wang, Xi Liu, Congkai An, Yiming Shi, Liang Liu, and Huadong Ma. Understanding operational 5g: A first measurement study on its coverage, performance and energy consumption. In Proceedings of the Annual conference of the ACM Special Interest Group on Data Communication on the applications, technologies, architectures, and protocols for computer communication, pages 479--494, 2020.

Digital Library

[15]

Moinak Ghoshal, Z Jonny Kong, Qiang Xu, Zixiao Lu, Shivang Aggarwal, Imran Khan, Yuanjie Li, Y Charlie Hu, and Dimitrios Koutsonikolas. An in-depth study of uplink performance of 5g mmwave networks. In Proceedings of the ACM SIGCOMM Workshop on 5G and Beyond Network Measurements, Modeling, and Use Cases, pages 29--35, 2022.

Digital Library

[16]

Mega Meeting. What Internet Speed do you Need for Video Conferencing?. https://www.megameeting.com/news/what-internet-speed-for-video-conferencing/, 2021.

[17]

Xianshang Lin, Yunfei Ma, Junshao Zhang, Yao Cui, Jing Li, Shi Bai, Ziyue Zhang, Dennis Cai, Hongqiang Harry Liu, and Ming Zhang. Gso-simulcast: global stream orchestration in simulcast video conferencing systems. In Proceedings of the ACM SIGCOMM 2022 Conference, pages 826--839, 2022.

Digital Library

[18]

Electrek. Here's what Tesla's Autopilot 2.0 can see with its 8 cameras . https://electrek.co/2017/05/16/tesla-autopilot-2-0-can-see/, 2017.

[19]

5GAA. Teleoperated driving (ToD): System requirements analysis and architecture. https://5gaa.org/content/uploads/2021/09/5GAA_ToD_System_Requirements_Architecture_TR.pdf, 2021.

[20]

Simple guide of camera bitrate setting g. https://www.unifore.net/ip-video-surveillance/simple-guide-of-ip-camera-bitrate-setting.html, 2015.

[21]

Tesla. Tesla Premium Connectivity. https://www.tesla.com/en_eu/support/connectivity, 2022.

[22]

ATT in-car Wifi g. https://www.att.com/plans/in-car-wifi/, 2023.

[23]

Verizon connected car . https://www.verizon.com/plans/devices/connected-cars/, 2023.

[24]

Tesla LTE Connection is Unusable . https://teslamotorsclub.com/tmc/threads/tesla-lte-connection-is-unusable.84139/, 2023.

[25]

4G/LTE speeds in NZ - painfully slow . https://teslamotorsclub.com/tmc/threads/4g-lte-speeds-in-nz-painfully-slow.283812/, 2022.

[26]

Ratul Mahajan, Jitu Padhye, Sharad Agarwal, and Brian Zill. High performance vehicular connectivity using opportunistic erasure coding. In USENIX Annual Technical Conference, 2012.

[27]

Jakob Eriksson, Hari Balakrishnan, and Samuel Madden. Cabernet: Vehicular content delivery using wifi. In Proceedings of the 14th ACM international conference on Mobile computing and networking, pages 199--210, 2008.

Digital Library

[28]

Ning Lu, Nan Cheng, Ning Zhang, Xuemin Shen, and Jon W Mark. Connected vehicles: Solutions and challenges. IEEE internet of things journal, 1(4):289--299, 2014.

[29]

Zhilong Zheng, Yunfei Ma, Yanmei Liu, Furong Yang, Zhenyu Li, Yuanbo Zhang, Jiuhai Zhang, Wei Shi, Wentao Chen, Ding Li, et al. Xlink: Qoe-driven multi-path quic transport in large-scale video services. In Proceedings of the 2021 ACM SIGCOMM 2021 Conference, pages 418--432, 2021.

Digital Library

[30]

Costin Raiciu, Christoph Paasch, Sebastien Barre, Alan Ford, Michio Honda, Fabien Duchene, Olivier Bonaventure, and Mark Handley. How hard can it be? designing and implementing a deployable multipath {TCP}. In 9th {USENIX} Symposium on Networked Systems Design and Implementation ({NSDI} 12), pages 399--412, 2012.

[31]

HyunJong Lee, Jason Flinn, and Basavaraj Tonshal. Raven: Improving interactive latency for the connected car. In Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, MobiCom '18, 2018.

[32]

Sachin Katti, Hariharan Rahul, Wenjun Hu, Dina Katabi, Muriel Médard, and Jon Crowcroft. Xors in the air: Practical wireless network coding. In Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications, pages 243--254, 2006.

Digital Library

[33]

Sachin Katti, Shyamnath Gollakota, and Dina Katabi. Embracing wireless interference: Analog network coding. ACM SIGCOMM Computer Communication Review, 37(4):397--408, 2007.

Digital Library

[34]

François Michel, Quentin De Coninck, and Olivier Bonaventure. Quic-fec: Bringing the benefits of forward erasure correction to quic. In 2019 IFIP Networking Conference (IFIP Networking), pages 1--9. IEEE, 2019.

[35]

Tracey Ho, Muriel Médard, Ralf Koetter, David R Karger, Michelle Effros, Jun Shi, and Ben Leong. A random linear network coding approach to multicast. IEEE Transactions on information theory, 52(10):4413--4430, 2006.

Digital Library

[36]

Jay Kumar Sundararajan, Devavrat Shah, Muriel Médard, Szymon Jakubczak, Michael Mitzenmacher, and Joao Barros. Network coding meets tcp: Theory and implementation. Proceedings of the IEEE, 99(3):490--512, 2011.

[37]

Michael G Luby, Michael Mitzenmacher, Mohammad Amin Shokrollahi, and Daniel A Spielman. Efficient erasure correcting codes. IEEE Transactions on Information Theory, 47(2):569--584, 2001.

Digital Library

[38]

Sreekrishna Pandi, Frank Gabriel, Juan A Cabrera, Simon Wunderlich, Martin Reisslein, and Frank HP Fitzek. Pace: Redundancy engineering in rlnc for low-latency communication. IEEE Access, 5:20477--20493, 2017.

[39]

Alexander E Mohr, Eve A Riskin, and Richard E Ladner. Unequal loss protection: Graceful degradation of image quality over packet erasure channels through forward error correction. IEEE journal on selected areas in communications, 18(6):819--828, 2000.

[40]

Alan Ford, Costin Raiciu, Mark J. Handley, and Olivier Bonaventure. TCP Extensions for Multipath Operation with Multiple Addresses. RFC 6824, January 2013.

Digital Library

[41]

Yanmei Liu, Yunfei Ma, Quentin De Coninck, Olivier Bonaventure, Christian Huitema, and Mirja Kühlewind. Multipath Extension for QUIC. Internet-Draft draft-ietf-quic-multipath-03, Internet Engineering Task Force, October 2022. Work in Progress.

[42]

Jana Iyengar and Martin Thomson. QUIC: A UDP-Based Multiplexed and Secure Transport. RFC 9000, May 2021.

Digital Library

[43]

Tommy Pauly, Eric Kinnear, and David Schinazi. An Unreliable Datagram Extension to QUIC. RFC 9221, March 2022.

Digital Library

[44]

Michele Luglio, M Yahya Sanadidi, Mario Gerla, and James Stepanek. On-board satellite" split tcp" proxy. IEEE Journal on Selected Areas in Communications, 22(2):362--370, 2004.

Digital Library

[45]

Statista. Size of the global autonomous vehicle market in 2021 and 2022, with a forecast through 2030. https://www.statista.com/statistics/1224515/av-market-size-worldwide-forecast/, 2023.

[46]

CNN. Self-driving cars were supposed to take over the road. What happened? https://www.cnn.com/2022/11/01/business/self-driving-industry-ctrp/index.html, 2022.

[47]

Forbes. Whether Those Endless Edge Or Corner Cases Are The Long-Tail Doom For AI Self-Driving Cars. https://www.forbes.com/sites/lanceeliot/2021/07/13/whether-those-endless-edge-or-corner-cases-are-the-long-tail-doom-for-ai-self-driving-cars/, 2021.

[48]

Motortrend. Tech Company Testing Remote Operators as Self-Driving Car Backups. https://www.motortrend.com/news/mira-self-driving-car-remote-control-car/, 2022.

[49]

EU 5G-PPP. 5G Trials for Cooperative, Connected and Automated Mobility along European 5G Cross-Border Corridors - Challenges and Opportunities. https://5g-ppp.eu/wp-content/uploads/2020/10/5G-for-CCAM-in-Cross-Border-Corridors_5G-PPP-White-Paper-Final2.pdf, 2018.

[50]

Neal Cardwell, Yuchung Cheng, C Stephen Gunn, Soheil Hassas Yeganeh, and Van Jacobson. Bbr: Congestion-based congestion control: Measuring bottleneck bandwidth and round-trip propagation time. Queue, 14(5):20--53, 2016.

Digital Library

[51]

Nikolaos Thomos and Pascal Frossard. Toward one symbol network coding vectors. IEEE Communications letters, 16(11):1860--1863, 2012.

[52]

Jana Iyengar and Ian Swett. QUIC Loss Detection and Congestion Control. RFC 9002, May 2021.

Digital Library

[53]

Rockchip. Rockchip RK3399 . https://www.rock-chips.com/a/en/products/RK33_Series/2016/0419/758.html, 2016.

[54]

Quectel. Quectel RM500Q-GL Specification. https://www.quectel.com/wp-content/uploads/2021/03/Quectel_RM500Q-GL_5G_Specification_V1.3.pdf, 2021.

[55]

Quectel. Quectel EP06-E Specification. https://www.quectel.com/wp-content/uploads/2021/03/Quectel_EP06_Series_LTE-A_Specification_V1.8.pdf, 2021.

[56]

Arm Neon. https://www.arm.com/technologies/neon, 2023.

[57]

QUIC IETF working group. https://datatracker.ietf.org/wg/quic/about/, 2020.

[58]

OpenWrt. OpenWrt Project) . https://openwrt.org/, 2023.

[59]

FFmpeg. A complete, cross-platform solution to record, convert and stream audio and video.) . http://ffmpeg.org/, 2023.

[60]

Ravi Netravali, Anirudh Sivaraman, Somak Das, Ameesh Goyal, Keith Winstein, James Mickens, and Hari Balakrishnan. Mahimahi: Accurate record-and-replay for {HTTP}. In 2015 {USENIX} Annual Technical Conference ({USENIX} {ATC} 15), pages 417--429, 2015.

[61]

Tobias Flach, Nandita Dukkipati, Andreas Terzis, Barath Raghavan, Neal Cardwell, Yuchung Cheng, Ankur Jain, Shuai Hao, Ethan Katz-Bassett, and Ramesh Govindan. Reducing web latency: the virtue of gentle aggression. In Proceedings of the ACM SIGCOMM 2013 conference on SIGCOMM, pages 159--170, 2013.

Digital Library

[62]

Yeon-sup Lim, Erich M. Nahum, Don Towsley, and Richard J. Gibbens. Ecf: An mptcp path scheduler to manage heterogeneous paths. In Proceedings of the 13th International Conference on Emerging Networking EXperiments and Technologies, CoNEXT '17, 2017.

[63]

Swetank Kumar Saha, Shivang Aggarwal, Rohan Pathak, Dimitrios Koutsonikolas, and Joerg Widmer. Musher: An agile multipath-tcp scheduler for dual-band 802.11ad/ac wireless lans. In The 25th Annual International Conference on Mobile Computing and Networking, MobiCom '19, 2019.

Digital Library

[64]

Hang Shi, Yong Cui, Xin Wang, Yuming Hu, Minglong Dai, Fanzhao Wang, and Kai Zheng. STMS: Improving MPTCP throughput under heterogeneous networks. In 2018 USENIX Annual Technical Conference (USENIX ATC 18), 2018.

[65]

Daniel Lukaszewski and Geoffrey Xie. Multipath transport for virtual private networks. In 10th {USENIX} Workshop on Cyber Security Experimentation and Test ({CSET} 17), 2017.

Digital Library

[66]

Quentin De Coninck, François Michel, Maxime Piraux, Florentin Rochet, Thomas Given-Wilson, Axel Legay, Olivier Pereira, and Olivier Bonaventure. Pluginizing quic. In Proceedings of the ACM Special Interest Group on Data Communication, SIGCOMM '19, 2019.

Digital Library

[67]

Yong Cui, Lian Wang, Xin Wang, Hongyi Wang, and Yining Wang. Fmtcp: A fountain code-based multipath transmission control protocol. IEEE/ACM Transactions on Networking, 23(2):465--478, 2014.

Digital Library

[68]

Jiyan Wu, Chau Yuen, Bo Cheng, Ming Wang, and Junliang Chen. Streaming high-quality mobile video with multipath tcp in heterogeneous wireless networks. IEEE Transactions on Mobile Computing, 15(9):2345--2361, 2015.

Digital Library

[69]

Ming Li, Andrey Lukyanenko, Sasu Tarkoma, Yong Cui, and Antti Ylä-Jääski. Tolerating path heterogeneity in multipath tcp with bounded receive buffers. Computer Networks, 64:1--14, 2014.

[70]

DriveU. DriveU100 . https://driveu.auto/product/driveu-100, 2022.

[71]

Bonding Cell Networks Using SD WAN - Part 1 . https://www.spikefishsolutions.com/post/bonding-cell-networks-using-sd-wan-part-1, 2020.

[72]

Peplink. MAX BR1 ESN . https://www.peplink.com/products/max-br1-esn/, 2023.

[73]

OpenWRT. mwan3 (Multi WAN load balancing/failover) . https://openwrt.org/docs/guide-user/network/wan/multiwan/mwan3, 2023.

[74]

Kuntai Du, Ahsan Pervaiz, Xin Yuan, Aakanksha Chowdhery, Qizheng Zhang, Henry Hoffmann, and Junchen Jiang. Server-driven video streaming for deep learning inference. In Proceedings of the Annual Conference of the ACM Special Interest Group on Data Communication on the Applications, Technologies, Architectures, and Protocols for Computer Communication, SIGCOMM '20, page 557--570, New York, NY, USA, 2020. Association for Computing Machinery.

Digital Library

[75]

Zahaib Akhtar, Yun Seong Nam, Ramesh Govindan, Sanjay Rao, Jessica Chen, Ethan Katz-Bassett, Bruno Ribeiro, Jibin Zhan, and Hui Zhang. Oboe: Auto-tuning video abr algorithms to network conditions. In Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, SIGCOMM '18, page 44--58, New York, NY, USA, 2018. Association for Computing Machinery.

Digital Library

[76]

Hongzi Mao, Ravi Netravali, and Mohammad Alizadeh. Neural adaptive video streaming with pensieve. In Proceedings of the Conference of the ACM Special Interest Group on Data Communication, pages 197--210, 2017.

Digital Library

[77]

Tan Zhang, Aakanksha Chowdhery, Paramvir Bahl, Kyle Jamieson, and Suman Banerjee. The design and implementation of a wireless video surveillance system. In Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, pages 426--438, 2015.

Digital Library

[78]

Hao Wu, Xuejin Tian, Minghao Li, Yunxin Liu, Ganesh Ananthanarayanan, Fengyuan Xu, and Sheng Zhong. Pecam: Privacy-enhanced video streaming and analytics via securely-reversible transformation. In Proceedings of the 27th Annual International Conference on Mobile Computing and Networking, MobiCom '21, page 229--241, New York, NY, USA, 2021. Association for Computing Machinery.

Digital Library

[79]

Yu Guan, Chengyuan Zheng, Xinggong Zhang, Zongming Guo, and Junchen Jiang. Pano: Optimizing 360° video streaming with a better understanding of quality perception. In Proceedings of the ACM Special Interest Group on Data Communication, SIGCOMM '19, page 394--407, New York, NY, USA, 2019. Association for Computing Machinery.

Digital Library

[80]

Devdeep Ray, Jack Kosaian, K. V. Rashmi, and Srinivasan Seshan. Vantage: Optimizing video upload for time-shifted viewing of social live streams. In Proceedings of the ACM Special Interest Group on Data Communication, SIGCOMM '19, page 380--393, New York, NY, USA, 2019. Association for Computing Machinery.

Digital Library

[81]

Jinyang Li, Zhenyu Li, Ri Lu, Kai Xiao, Songlin Li, Jufeng Chen, Jingyu Yang, Chunli Zong, Aiyun Chen, Qinghua Wu, Chen Sun, Gareth Tyson, and Hongqiang Harry Liu. Livenet: A low-latency video transport network for large-scale live streaming. In Proceedings of the ACM SIGCOMM 2022 Conference, SIGCOMM '22, page 812--825, New York, NY, USA, 2022. Association for Computing Machinery.

Digital Library

[82]

Zili Meng, Yaning Guo, Chen Sun, Bo Wang, Justine Sherry, Hongqiang Harry Liu, and Mingwei Xu. Achieving consistent low latency for wireless real-time communications with the shortest control loop. In Proceedings of the ACM SIGCOMM 2022 Conference, SIGCOMM '22, page 193--206, New York, NY, USA, 2022. Association for Computing Machinery.

Digital Library

[83]

Hyunho Yeo, Hwijoon Lim, Jaehong Kim, Youngmok Jung, Juncheol Ye, and Dongsu Han. Neuroscaler: Neural video enhancement at scale. In Proceedings of the ACM SIGCOMM 2022 Conference, SIGCOMM '22, page 795--811, New York, NY, USA, 2022. Association for Computing Machinery.

Digital Library

[84]

Johannes Blömer, Richard Karp, and Emo Welzl. The rank of sparse random matrices over finite fields. Random Structures & Algorithms, 10(4):407--419, 1997.

Digital Library

[85]

Colin Cooper. On the distribution of rank of a random matrix over a finite field. Random Structures & Algorithms, 17(3--4):197--212, 2000.

[86]

Raspberry Pi 4. https://www.raspberrypi.com/products/compute-module-4, 2023.

[87]

OpenCV. Video input with OpenCV and similarity measurement) . https://docs.opencv.org/4.7.0/d5/dc4/tutorial_video_input_psnr_ssim.html, 2023.

[88]

R. Netravali A. Sivaraman and K. J. Winstein. Mpshell. https://github.com/ravinet/mahimahi/releases/tag/old, 2020.

[89]

Keith Winstein, Anirudh Sivaraman, and Hari Balakrishnan. Stochastic forecasts achieve high throughput and low delay over cellular networks. In Presented as part of the 10th {USENIX} Symposium on Networked Systems Design and Implementation ({NSDI} 13), pages 459--471, 2013.

[90]

Real-time communication for the web. https://webrtc.org/, 2020.

[91]

QUIC implementation. https://github.com/quicwg/base-drafts/wiki/Implementations, 2020.

Cited By

Yu EZhou JLi ZTyson GLi WZhang XXu ZXie G(2024)Mustang: Improving QoE for Real-Time Video in Cellular Networks by Masking JitterACM Transactions on Multimedia Computing, Communications, and Applications10.1145/367239920:9(1-23)Online publication date: 10-Jun-2024
https://dl.acm.org/doi/10.1145/3672399
Cong RZhao ZZhang LMin G(2024)Cost-Effective Server Deployment for Multi-Access Edge Networks: A Cooperative SchemeIEEE Transactions on Parallel and Distributed Systems10.1109/TPDS.2024.342652335:9(1583-1597)Online publication date: Sep-2024
https://doi.org/10.1109/TPDS.2024.3426523
Michel FBonaventure O(2024)QUIRL: Flexible QUIC Loss Recovery for Low Latency ApplicationsIEEE/ACM Transactions on Networking10.1109/TNET.2024.345375932:6(5204-5215)Online publication date: Dec-2024
https://doi.org/10.1109/TNET.2024.3453759
Show More Cited By

Index Terms

CellFusion: Multipath Vehicle-to-Cloud Video Streaming with Network Coding in the Wild
1. Networks
  1. Network protocols
    1. Cross-layer protocols
    2. Transport protocols

Recommendations

Passenger Condition Based Route-Planning for Cognitive Vehicle System

This article proposes a route-planning method for an environment in which self-driving vehicles are widely used. Such vehicles generate a new route to avoid traffic congestion when it occurs. Through the self-developed traffic simulator, the author was ...
Ant-based vehicle congestion avoidance system using vehicular networks

Vehicle traffic congestion leads to air pollution, driver frustration, and costs billions of dollars annually in fuel consumption. Finding a proper solution to vehicle congestion is a considerable challenge due to the dynamic and unpredictable nature of ...
Network coding based reliable disjoint and braided multipath routing for sensor networks

This paper presents network coding based reliable disjoint and braided multipath routing (NC-RMR ) for sensor networks, which forms multipath by hop-by-hop method and only maintains local path information of each node without establishing end-to-end ...

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Conferences

ACM SIGCOMM '23: Proceedings of the ACM SIGCOMM 2023 Conference

September 2023

1217 pages

ISBN:9798400702365

DOI:10.1145/3603269

Chairs:
Henning Schulzrinne,
Vishal Misra,
Program Chairs:
Eddie Kohler,
David Maltz

Copyright © 2023 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

Sponsors

SIGCOMM: ACM Special Interest Group on Data Communication

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 September 2023

Permissions

Request permissions for this article.

Request Permissions

Check for updates

Author Tags

Qualifiers

Research-article

Conference

ACM SIGCOMM '23

Sponsor:

SIGCOMM

ACM SIGCOMM '23: ACM SIGCOMM 2023 Conference

September 10, 2023

NY, New York, USA

Acceptance Rates

Overall Acceptance Rate 462 of 3,389 submissions, 14%

Contributors

Other Metrics

View Article Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

7
Total Citations
View Citations
1,835
Total Downloads

Downloads (Last 12 months)866
Downloads (Last 6 weeks)64

Reflects downloads up to 03 Jan 2025

Other Metrics

View Author Metrics

Citations

Cited By

Yu EZhou JLi ZTyson GLi WZhang XXu ZXie G(2024)Mustang: Improving QoE for Real-Time Video in Cellular Networks by Masking JitterACM Transactions on Multimedia Computing, Communications, and Applications10.1145/367239920:9(1-23)Online publication date: 10-Jun-2024
https://dl.acm.org/doi/10.1145/3672399
Cong RZhao ZZhang LMin G(2024)Cost-Effective Server Deployment for Multi-Access Edge Networks: A Cooperative SchemeIEEE Transactions on Parallel and Distributed Systems10.1109/TPDS.2024.342652335:9(1583-1597)Online publication date: Sep-2024
https://doi.org/10.1109/TPDS.2024.3426523
Michel FBonaventure O(2024)QUIRL: Flexible QUIC Loss Recovery for Low Latency ApplicationsIEEE/ACM Transactions on Networking10.1109/TNET.2024.345375932:6(5204-5215)Online publication date: Dec-2024
https://doi.org/10.1109/TNET.2024.3453759
Xu HZhang XDuan JWu CZuo JZeng XChen CQiu YChen X(2024)MPVSched: Multipath Transmissions and Video Frame Scheduling for Content Delivery Networks2024 International Conference on Networking, Architecture and Storage (NAS)10.1109/NAS63802.2024.10781355(1-4)Online publication date: 9-Nov-2024
https://doi.org/10.1109/NAS63802.2024.10781355
Kharbas VSambargi SAmin R(2024)Evaluating Novel Network Coding Schemes for Wirelessly Delivered Media Streams2024 2nd International Conference on Artificial Intelligence and Machine Learning Applications Theme: Healthcare and Internet of Things (AIMLA)10.1109/AIMLA59606.2024.10531387(1-6)Online publication date: 15-Mar-2024
https://doi.org/10.1109/AIMLA59606.2024.10531387
Meng ZXu MMeng ZXu M(2024)Network Layer on Data Path: Smooth Queue ManagementLatency Optimization in Interactive Multimedia Streaming10.1007/978-981-97-6729-8_7(109-131)Online publication date: 30-Oct-2024
https://doi.org/10.1007/978-981-97-6729-8_7
Kumar GKrishna M(2023)Investigating Broadcast-Free Opportunistic Network Coding Algorithms with Wireless Systems2023 2nd International Conference on Futuristic Technologies (INCOFT)10.1109/INCOFT60753.2023.10425290(1-5)Online publication date: 24-Nov-2023
https://doi.org/10.1109/INCOFT60753.2023.10425290

View Options

Login options

Check if you have access through your login credentials or your institution to get full access on this article.

Full Access

Get this Publication

View options

PDF

View or Download as a PDF file.

eReader

View online with eReader.

Media

Figures

Other

Tables

View Table of Contents