research-article

Cutting the cord: a robust wireless facilities network for data centers

Authors:

Haitao ZhengAuthors Info & Claims

MobiCom '14: Proceedings of the 20th annual international conference on Mobile computing and networking

Pages 581 - 592

https://doi.org/10.1145/2639108.2639140

Published: 07 September 2014 Publication History

Abstract

Today's network control and management traffic are limited by their reliance on existing data networks. Fate sharing in this context is highly undesirable, since control traffic has very different availability and traffic delivery requirements. In this paper, we explore the feasibility of building a dedicated wireless facilities network for data centers. We propose Angora, a low-latency facilities network using low-cost, 60GHz beamforming radios that provides robust paths decoupled from the wired network, and flexibility to adapt to workloads and network dynamics. We describe our solutions to address challenges in link coordination, link interference and network failures. Our testbed measurements and simulation results show that Angora enables large number of low-latency control paths to run concurrently, while providing low latency end-to-end message delivery with high tolerance for radio and rack failures.

References

[1]

802.11n: The end of ethernet? http://www.arubanetworks.com/pdf/technology/whitepapers/wp_Burton_End_of_Ethernet.pdf.

[2]

Creating the data center of tomorrow. http://csmedia.corning.com/CableSystems/%5CResource_Documents%5Carticle%s_rl%5CLAN-1225-EN.pdf.

[3]

Google data center images. http://www.google.com/about/datacenters/gallery/#/all.

[4]

IEEE P802.11ad/D0.1: Enhancements for very high throughput in the 60 GHz band. TGad D0.1, May 2010.

[5]

IEEE802.1Q - Virtual LANs. http://www.ieee802.org/1/pages/802.1Q.html.

[6]

LightPointe Aire X-Stream 60GHz 1.25Gbps Wireless Bridges. http://www.lightpointe.com.

[7]

Al-Fares, M., Radhakrishnan, S., Raghavan, B., Huang, N., and Vahdat, A. Hedera: dynamic flow scheduling for data center networks. In NSDI (2010).

Digital Library

[8]

Al Henawy, M., and Schneider, M. Planar antenna arrays at 60GHz realized on a new thermoplastic polymer substrate. In EuCAP (2010).

[9]

Alizadeh, M., Kabbani, A., Edsall, T., Prabhakar, B., Vahdat, A., and Yasuda, M. Less is more: Trading a little bandwidth for ultra-low latency in the data center. In NSDI (2012).

Digital Library

[10]

Benson, T., Anand, A., Akella, A., and Zhang, M. Microte: fine grained traffic engineering for data centers. In CoNEXT (2011).

Digital Library

[11]

Casado, M., Freedman, M. J., Pettit, J., Luo, J., McKeown, N., and Shenker, S. Ethane: taking control of the enterprise. In SIGCOMM (2007).

Digital Library

[12]

Curtis, A. R., Mogul, J. C., Tourrilhes, J., Yalagandula, P., Sharma, P., and Banerjee, S. DevoFlow: Scaling flow management for high-performance networks. In SIGCOMM (2011).

Digital Library

[13]

de Bruijn, N. G. A combinatorial problem. In Koninkli- jke Nederlandse Akademie van Wetenschappen (1946), vol. 49.

[14]

Dean, J., and Ghemawat, S. MapReduce: simplified data processing on large clusters. Commun. ACM (Jan. 2008), 107--113.

Digital Library

[15]

Greenberg, A., Hjalmtysson, G., Maltz, D. A., Myers, A., Rexford, J., Xie, G., Yan, H., Zhan, J., and Zhang, H. A clean slate 4D approach to network control and management. CCR 35, 5 (2005).

Digital Library

[16]

Gummadi, K., Gummadi, R., Gribble, S., Ratnasamy, S., Shenker, S., and Stoica, I. The impact of DHT routing geometry on resilience and proximity. In Proc. of SIGCOMM (2003).

Digital Library

[17]

Guo, C., Lu, G., Li, D., Wu, H., Zhang, X., Shi, Y., Tian, C., Zhang, Y., and Lu, S. BCube: a high performance, server-centric network architecture for modular data centers. In SIGCOMM (2009).

Digital Library

[18]

Guo, D., Liu, Y., and Li, X. BAKE: A balanced Kautz tree structure for peer-to-peer networks. In INFOCOM (2008).

[19]

Guo, D., Wu, J., Chen, H., and Luo, X. Moore: An extendable peer-to-peer network based on incomplete Kautz digraph with constant degree. In INFOCOM (2007).

[20]

Halperin, D., Kandula, S., Padhye, J., Bahl, P., and Wetherall, D. Augmenting data center networks with multi-gigabit wireless links. In SIGCOMM (2011).

Digital Library

[21]

Hansen, R. C. Phased array antennas, 2nd ed. John Wiley & Sons, 2009.

[22]

Hilbert, D. Ueber die stetige Abbildung einer Line auf ein Flächenstück. Mathematische Annalen 38, 3 (1891), 459--460.

[23]

Hoss, R., and Lacy, E. Fiber optics. Prentice Hall, 1993.

[24]

Katayama, Y., Takano, K., Kohda, Y., Ohba, N., and Nakano, D. Wireless data center networking with steered-beam mmwave links. In WCNC (2011).

[25]

Katayama, Y., Yamane, T., Kohda, Y., Takano, K., Nakano, D., and Ohba, N. Mimo link design strategy for wireless data center applications. In WCNC (2012).

[26]

Kautz, W. Bounds on directed (d, k) graphs. Theory of cellular logic networks and machines, AFCRL-68-0668 Final report (1968).

[27]

Kelleher, K. The Microwave Engineers' Handbook and Buyers' Guide, 5th ed. New York: Horizon Press, 1964.

[28]

Koponen, T., Casado, M., Gude, N., Stribling, J., Poutievski, L., Zhu, M., Ramanathan, R., Iwata, Y., Inoue, H., Hama, T., and Shenker, S. Onix: a distributed control platform for large-scale production networks. In OSDI (2010).

Digital Library

[29]

Nikolaidis, G., Zhushi, A., Jamieson, K., and Karp, B. Cone of silence: adaptively nulling interferers in wireless networks. SIGCOMM CCR (2010).

Digital Library

[30]

Nishi, S., and Tokuda, K. Development of mm-wave video transmission system-development of antenna. In APMC (2001).

[31]

Pearson, E. R. Professional Fiber Optic Installation: The Essentials For Success. Pearson Technologies Incorporated, 2011.

[32]

Phemius, K., and Thales, M. B. Openflow: Why latency does matter. In IFIP/IEEE IM (2013).

[33]

Raiciu, C., Barre, S., Pluntke, C., Greenhalgh, A., Wischik, D., and Handley, M. Improving datacenter performance and robustness with multipath TCP. In SIGCOMM (2011).

Digital Library

[34]

Ranachandran, K., Kokku, R., Mahindra, R., and Rangarajan, S. 60GHz data-center networking: wireless = > worryless? NEC Technical Report (2008).

[35]

Shin, J.-Y., Sirer, E. G., Weatherspoon, H., and Kirovski, D. On the feasibility of completely wireless data centers. In ANCS (2012).

Digital Library

[36]

Singla, A., Hong, C.-Y., Popa, L., and Godfrey, P. B. Jellyfish: Networking data centers randomly. In NSDI (2012).

Digital Library

[37]

Tootoonchian, A., and Ganjali, Y. HyperFlow: a distributed control plane for OpenFlow. In INM/WREN (2010).

Digital Library

[38]

Vahdat, A., AI-Fares, M., Farrington, N., Mysore, R. N., Porter, G., and Radhakrishnan, S. Scale-out networking in the data center. Micro, IEEE 30, 4 (2010), 29--41.

Digital Library

[39]

Vardhan, H., Ryu, S.-R., Banerjee, B., and Prakash, R. 60ghz wireless links in data center networks. Computer Networks 58 (January 2014), 192--205.

Digital Library

[40]

Wu, X., Turner, D., Chen, C.-C., Maltz, D., Yang, X., Yuan, L., and Zhang, M. NetPilot: automating datacenter network failure mitigation. In SIGCOMM (2012).

Digital Library

[41]

Yamane, T., and Katayama, Y. An effective initialization of interference cancellation algorithms for distributed mimo systems in wireless datacenters. In GLOBECOM (2012).

[42]

Yu, M., Rexford, J., Freedman, M. J., and Wang, J. Scalable flow-based networking with DIFANE. In SIGCOMM (2010).

Digital Library

[43]

Zats, D., Das, T., Mohan, P., Borthakur, D., and Katz, R. DeTail: reducing the flow completion time tail in datacenter networks. In SIGCOMM (2012).

Digital Library

[44]

Zhou, X., Zhang, Z., Zhu, Y., Li, Y., Kumar, S., Vahdat, A., Zhao, B. Y., and Zheng, H. Mirror mirror on the ceiling: Flexible wireless links for data centers. In SIGCOMM (2012).

Digital Library

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Index Terms

Cutting the cord: a robust wireless facilities network for data centers
1. Networks
  1. Network types
    1. Mobile networks
    2. Wireless access networks

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Published In

cover image ACM Conferences

MobiCom '14: Proceedings of the 20th annual international conference on Mobile computing and networking

September 2014

650 pages

ISBN:9781450327831

DOI:10.1145/2639108

General Chair:
Sung-Ju Lee
Narus Inc., USA
,
Program Chairs:
Ashutosh Sabharwal
Rice University, USA
,
Prasun Sinha
Ohio State University, USA

Copyright © 2014 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 ACM 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]

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SIGMOBILE: ACM Special Interest Group on Mobility of Systems, Users, Data and Computing

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Association for Computing Machinery

New York, NY, United States

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Published: 07 September 2014

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MobiCom'14

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SIGMOBILE

MobiCom'14: The 20th Annual International Conference on Mobile Computing and Networking

September 7 - 11, 2014

Hawaii, Maui, USA

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MobiCom '14 Paper Acceptance Rate 36 of 220 submissions, 16%;

Overall Acceptance Rate 440 of 2,972 submissions, 15%

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Cited By

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Xu DZhou AYang YMa H(2023)Efficient Environment Mapping Using a Commodity Millimeter-Wave RobotIEEE Transactions on Wireless Communications10.1109/TWC.2022.322966122:7(4858-4872)Online publication date: Jul-2023
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Ayadurai VNarayanan ROlsson B(2023)Experiments with industrial robotics systems over an indoor 5G-NSA mmWave deployment2023 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit)10.1109/EuCNC/6GSummit58263.2023.10188364(561-566)Online publication date: 6-Jun-2023
https://doi.org/10.1109/EuCNC/6GSummit58263.2023.10188364
Zhang DZhou PHan BPathak PGummeson JLee SGao JXing G(2022)M5Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems10.1145/3560905.3568540(31-46)Online publication date: 6-Nov-2022
https://dl.acm.org/doi/10.1145/3560905.3568540
Alhazmi AMohamed SEl-Gorashi TElmirghani J(2022)OWC-enabled Spine and Leaf Architecture Towards Energy Efficient Data Center Networks2022 IEEE 8th International Conference on Network Softwarization (NetSoft)10.1109/NetSoft54395.2022.9844099(13-18)Online publication date: 27-Jun-2022
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Saha SAggarwal SAssasa HLoch APrakash NShyamsunder RSteinmetzer DKoutsonikolas DWidmer JHollick M(2021)Performance and Pitfalls of 60 GHz WLANs Based on Consumer-Grade HardwareIEEE Transactions on Mobile Computing10.1109/TMC.2020.296738620:4(1543-1557)Online publication date: 1-Apr-2021
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Terzi CKorpeoglu I(2021)60 GHz wireless data center networks: A surveyComputer Networks10.1016/j.comnet.2020.107730185(107730)Online publication date: Feb-2021
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Dab BFajjari IAitsaadi N(2021)Resource Management in Hybrid (Wired/Wireless) Data Center NetworksManagement of Data Center Networks10.1002/9781119647485.ch3(57-83)Online publication date: 16-Apr-2021
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