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DEMO: An Open Research Framework for Optical Data Center Networks

Published: 05 August 2024 Publication History

Abstract

Optical data center networks (DCNs) have emerged as a promising design for cloud network infrastructure. However, research in this field is constrained by the requirement for specialized hardware and software stacks and the high engineering barriers of building optical testbeds. To address these challenges, we present an experimental platform that can realize diverse optical DCN architectures in a plug-and-play manner. We demonstrate the ease of realizing different architectures with Python scripts and show performance comparisons of running end-to-end cloud applications.

References

[1]
[n. d.]. Memchached. https://memcached.org/. ([n. d.]).
[2]
2024. Mellanox Messaging Accelerator. https://github.com/Mellanox/libvma/blob/master/README. (2024).
[3]
Daniel Amir, Tegan Wilson, Vishal Shrivastav, Hakim Weatherspoon, Robert Kleinberg, and Rachit Agarwal. 2022. Optimal oblivious reconfigurable networks. In Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing. 1339--1352.
[4]
Hitesh Ballani, Paolo Costa, Raphael Behrendt, Daniel Cletheroe, Istvan Haller, Krzysztof Jozwik, Fotini Karinou, Sophie Lange, Kai Shi, Benn Thomsen, et al. 2020. Sirius: A flat datacenter network with nanosecond optical switching. 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. 782--797.
[5]
Joshua L Benjamin, Thomas Gerard, Domaniç Lavery, Polina Bayvel, and Georgios Zervas. 2020. PULSE: optical circuit switched data center architecture operating at nanosecond timescales. Journal of Lightwave Technology 38, 18 (2020), 4906--4921.
[6]
Kai Chen, Ankit Singla, Atul Singh, Kishore Ramachandran, Lei Xu, Yueping Zhang, Xitao Wen, and Yan Chen. 2013. OSA: An optical switching architecture for data center networks with unprecedented flexibility. IEEE/ACM Transactions on Networking 22, 2 (2013), 498--511.
[7]
Kai Chen, Xitao Wen, Xingyu Ma, Yan Chen, Yong Xia, Chengchen Hu, and Qunfeng Dong. 2015. WaveCube: A scalable, fault-tolerant, high-performance optical data center architecture. In 2015 IEEE Conference on Computer Communications (INFOCOM). IEEE, 1903--1911.
[8]
Li Chen, Kai Chen, Zhonghua Zhu, Minlan Yu, George Porter, Chunming Qiao, and Shan Zhong. 2017. Enabling Wide-Spread Communications on Optical Fabric with MegaSwitch. In 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17). 577--593.
[9]
Nathan Farrington, George Porter, Sivasankar Radhakrishnan, Hamid Hajabdolali Bazzaz, Vikram Subramanya, Yeshaiahu Fainman, George Papen, and Amin Vahdat. 2010. Helios: a hybrid electrical/optical switch architecture for modular data centers. In Proceedings of the ACM SIGCOMM 2010 Conference. 339--350.
[10]
Monia Ghobadi, Ratul Mahajan, Amar Phanishayee, Nikhil Devanur, Janardhan Kulkarni, Gireeja Ranade, Pierre-Alexandre Blanche, Houman Rastegarfar, Madeleine Glick, and Daniel Kilper. 2016. Projector: Agile reconfigurable data center interconnect. In Proceedings of the 2016 ACM SIGCOMM Conference. 216--229.
[11]
Mehrdad Khani, Manya Ghobadi, Mohammad Alizadeh, Ziyi Zhu, Madeleine Glick, Keren Bergman, Amin Vahdat, Benjamin Klenk, and Eiman Ebrahimi. 2021. SiP-ML: high-bandwidth optical network interconnects for machine learning training. In Proceedings of the 2021 ACM SIGCOMM 2021 Conference. 657--675.
[12]
Jeongkeun Lee. 2020. Advanced congestion & flow control with programmable switches. In P4 Expert Roundtable Series. https://bit.ly/3J8x7fw
[13]
Jialong Li, Haotian Gong, Federico De Marchi, Aoyu Gong, Yiming Lei, Wei Bai, and Yiting Xia. [n. d.]. Uniform-Cost Multi-Path Routing for Reconfigurable Data Center Networks. In Proceedings of the ACM SIGCOMM 2024 Conference.
[14]
Jialong Li, Yiming Lei, Federico De Marchi, Raj Joshi, Balakrishnan Chandrasekaran, and Yiting Xia. 2022. Hop-On Hop-Off Routing: A Fast Tour across the Optical Data Center Network for Latency-Sensitive Flows. In Proceedings of the 6th Asia-Pacific Workshop on Networking. 63--69.
[15]
Yunpeng James Liu, Peter Xiang Gao, Bernard Wong, and Srinivasan Keshav. 2014. Quartz: a new design element for low-latency DCNs. ACM SIGCOMM Computer Communication Review 44, 4 (2014), 283--294.
[16]
William M Mellette, Rajdeep Das, Yibo Guo, Rob McGuinness, Alex C Snoeren, and George Porter. 2020. Expanding across time to deliver bandwidth efficiency and low latency. In 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20). 1--18.
[17]
William M Mellette, Rob McGuinness, Arjun Roy, Alex Forencich, George Papen, Alex C Snoeren, and George Porter. 2017. Rotornet: A scalable, low-complexity, optical datacenter network. In Proceedings of the Conference of the ACM Special Interest Group on Data Communication. 267--280.
[18]
Matthew K. Mukerjee, Christopher Canel, Weiyang Wang, Daehyeok Kim, Srinivasan Seshan, and Alex C. Snoeren. 2020. Adapting TCP for Reconfigurable Datacenter Networks. In 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20). USENIX Association, Santa Clara, CA, 651--666. https://www.usenix.org/conference/nsdi20/presentation/mukerjee
[19]
George Porter, Richard Strong, Nathan Farrington, Alex Forencich, Pang Chen-Sun, Tajana Rosing, Yeshaiahu Fainman, George Papen, and Amin Vahdat. 2013. Integrating microsecond circuit switching into the data center. ACM SIGCOMM Computer Communication Review 43, 4 (2013), 447--458.
[20]
Leon Poutievski, Omid Mashayekhi, Joon Ong, Arjun Singh, Mukarram Tariq, Rui Wang, Jianan Zhang, Virginia Beauregard, Patrick Conner, Steve Gribble, et al. 2022. Jupiter evolving: transforming google's datacenter network via optical circuit switches and software-defined networking. In Proceedings of the ACM SIGCOMM 2022 Conference. 66--85.
[21]
Guohui Wang, David G Andersen, Michael Kaminsky, Konstantina Papagiannaki, TS Eugene Ng, Michael Kozuch, and Michael Ryan. 2010. c-Through: Part-time optics in data centers. In Proceedings of the ACM SIGCOMM 2010 Conference. 327--338.
[22]
Weiyang Wang, Moein Khazraee, Zhizhen Zhong, Zhijao Jia, Dheevatsa Mudigere, Ying Zhang, Anthony Kewitsch, and Manya Ghobadi. 2022. TopoOpt: Optimizing the Network Topology for Distributed DNN Training. arXiv preprint arXiv:2202.00433 (2022).
[23]
Tegan Wilson, Daniel Amir, Vishal Shrivastav, Hakim Weatherspoon, and Robert Kleinberg. 2023. Extending optimal oblivious reconfigurable networks to all n. In 2023 Symposium on Algorithmic Principles of Computer Systems (APOCS). SIAM, 1--16.
[24]
Dingming Wu, Yiting Xia, Xiaoye Steven Sun, Xin Sunny Huang, Simbarashe Dzinamarira, and TS Eugene Ng. 2018. Masking failures from application performance in data center networks with shareable backup. In Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication. 176--190.
[25]
Yiting Xia, Mike Schlansker, TS Eugene Ng, and Jean Tourrilhes. 2015. Enabling Topological Flexibility for Data Centers Using OmniSwitch. In HotCloud.
[26]
Yiting Xia, Xiaoye Steven Sun, Simbarashe Dzinamarira, Dingming Wu, Xin Sunny Huang, and TS Eugene Ng. 2017. A tale of two topologies: Exploring convertible data center network architectures with flat-tree. In Proceedings of the Conference of the ACM Special Interest Group on Data Communication. 295--308.

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cover image ACM Conferences
ACM SIGCOMM Posters and Demos '24: Proceedings of the ACM SIGCOMM 2024 Conference: Posters and Demos
August 2024
140 pages
ISBN:9798400707179
DOI:10.1145/3672202
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike International 4.0 License.

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Published: 05 August 2024

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  1. data center networks
  2. optical networks

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ACM SIGCOMM Posters and Demos '24
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