Study On Optical Communications, Volume. 50, Issue 5, 24006201(2024)

Overview of Optoelectronic Switching Technology in Artificial Intelligent Data Centers

Xiongyan TANG, Buzheng WEI*, Shikui SHEN, Chuangye WANG, Zelin WANG, He ZHANG, Guangquan WANG, and Chenfang ZHANG
Author Affiliations
  • China Unicom Research Institute, Beijing 100048, China
  • show less
    References(23)

    [1] Al-Fares M, Loukissas A, Vahdat A. A Scalable, Commodity Data Center Network Architecture[C], 63-74(2008).

    [3] Wang F H, Hao X Y, Cai Y et al. Research on Hybrid Amplification Technology of All-optical Data Center Interconnection[J]. Study on Optical Communications, 6-9(2023).

    [8] Zhang L[M]. Application of Deep Learning in Natural Language Processing: From Word Representation to ChatGPT(2023).

    [9] Nath S, Marie A, Ellershaw S et al. New Meaning for NLP: The Trials and Tribulations of Natural Language Processing with GPT-3 in Ophthalmology[J]. The British Journal of Ophthalmology, 106, 889-892(2022).

    [10] Asim M, Wang Y, Wang K et al. A Review on Computational Intelligence Techniques in Cloud and Edge Computing[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 4, 742-763(2020).

    [11] Farrington N, Porter G, Radhakrishnan S et al. Helios: a Hybrid Electrical/Optical Switch Architecture for Modular Data Centers[C], 339-350(2010).

    [12] Wang G, Andersen D G, Kaminsky M et al. C-Through: Part-Time Optics in Data Centers[J]. ACM SIGCOMM Computer Communication Review, 40, 327-338(2010).

    [13] Farrington N, Forencich A, Porter G et al. A Multiport Microsecond Optical Circuit Switch for Data Center Networking[J]. IEEE Photonics Technology Letters, 25, 1589-1592(2013).

    [14] Mellette W M, McGuinness R, Roy A et al. RotorNet: a Scalable, Low-complexity, Optical Datacenter Network[C], 267-280(2017).

    [15] Ghobadi M, Mahajan R, Phanishayee A et al. ProjecToR: Agile Reconfigurable Data Center Interconnect[C], 216-229(2016).

    [16] Zhao Z, Xue X, Guo B et al. ReSAW: a Reconfigurable and Picosecond-synchronized Optical Data Center Network based on an AWGR and the WR Protocol[J]. Journal of Optical Communications and Networking, 14, 702-712(2022).

    [17] Dang D, Guo B, Li W et al. AWGR-based 25 Gb/s Optical-electrical Switching System Featuring Dynamic Bandwidth Allocating[C], 1745-1748(2023).

    [18] Hamedazimi N, Gupta H, Sekar V et al. Patch Panels in the Sky: A Case for Free-space Optics in Data Centers[C], 2535771(2013).

    [19] Hamedazimi N, Qazi Z, Gupta H et al. FireFly[J]. ACM SIGCOMM Computer Communication Review, 44, 319-330(2015).

    [20] Yin X, Hou W G, Guo L. Free Space Optical Data Center Network Architecture, Topology Reconstruction System and Method[P].

    [21] Ballani H, Costa P, Behrendt R et al. Sirius: a Flat Datacenter Network with Nanosecond Optical Switching[C], 782-797(2020).

    [22] Singla A, Singh A, Ramachandran K et al. Proteus: A Topology Malleable Data Center Network[C], 1868447(2010).

    [23] Chen K, Singla A, Singh A et al. OSA: An Optical Switching Architecture for Data Center Networks with Unprecedented Flexibility[J]. IEEE/ACM Transactions on Networking, 22, 498-511(2014).

    [24] Lu Y, Gu H, Yu X et al. Lotus: A New Topology for Large-scale Distributed Machine Learning[J]. ACM Journal on Emerging Technologies in Computing Systems, 17, 1-21(2021).

    [25] Alam S, Athanassiadou T, Robinson T W et al. First 12-cabinets Cray XC30 System at CSCS: Scaling and Performance Efficiencies of Applications[C], 285583551(2013).

    [26] Li Y C, Liao J J, Shen G X. Ring Service Deployment Method for All-optical Switching Data Center based on Spanke Architecture[P].

    [27] Anderson E, González J, Gazman A et al. Optically Connected and Reconfigurable GPU Architecture for Optimized Peer-to-peer Access[C], 257-258(2018).

    Tools

    Get Citation

    Copy Citation Text

    Xiongyan TANG, Buzheng WEI, Shikui SHEN, Chuangye WANG, Zelin WANG, He ZHANG, Guangquan WANG, Chenfang ZHANG. Overview of Optoelectronic Switching Technology in Artificial Intelligent Data Centers[J]. Study On Optical Communications, 2024, 50(5): 24006201

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Mar. 20, 2024

    Accepted: --

    Published Online: Oct. 15, 2024

    The Author Email: WEI Buzheng (weibz5@chinaunicom.cn)

    DOI:10.13756/j.gtxyj.2024.240062

    Topics