In Compute/Memory Dynamic Packet/Circuit Switch Placement for Optically Disaggregated Data Centers

被引:3
|
作者
Peters, Adaranijo [1 ]
Oikonomou, George [1 ]
Zervas, Georgics [2 ]
机构
[1] Univ Bristol, Dept Elect & Elect Engn, Bristol BS8 1UB, Avon, England
[2] UCL, Dept Elect & Elect Engn, London WC1E 7JE, England
基金
英国工程与自然科学研究理事会;
关键词
Data centers; Electronic packet switching; Multiplexing and network topologies; Optical circuit switching;
D O I
10.1364/JOCN.10.00B164
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Network function services on conventional hybrid data center (DC) architectures such as HELIOS are hard-wired and dedicated to specific network resources. This limits flexibility and performance to handle diverse traffic patterns. Furthermore, disaggregation of server resources has shown promising potential to improve resource utilization, which has been a limitation of conventional server-centric DCs. This paper presents a reconfigurable hybrid disaggregated DC (dRedBox) architecture that combines the concept of server resource disaggregation with cutting-edge software and electronic and optical technologies. The dRedBox architecture provides a remarkable amount of flexibility and connectivity through hardware-based multilayer network function service programmability. This allows for multilayer network services to be dynamically deployed at runtime to network resources and, in turn, handle diverse traffic patterns. Furthermore, this study proposes algorithms and strategies for selecting and deploying electronic packet switching and optical circuit switching function services to implement virtual machine network requests across dRedBox and conventional hybrid disaggregated architectures under different traffic patterns. Finally, the performance of the various strategies on the dRedBox and conventional hybrid disaggregated DC architectures is evaluated in terms of blocking probability, energy efficiency, network utilization, and cost. Extensive results show that, at 10% blocking probability, dRedBox architecture achieves 100% gain on VM placement and 92% energy savings compared with conventional hybrid disaggregated architectures.
引用
收藏
页码:B164 / B178
页数:15
相关论文
共 50 条
  • [1] Optically Connected Memory for Disaggregated Data Centers
    Gonzalez, Jorge
    Gazman, Alexander
    Hattink, Maarten
    Palma, Mauricio G.
    Bahadori, Meisam
    Rubio-Noriega, Ruth
    Orosa, Lois
    Glick, Madeleine
    Mutlu, Onur
    Bergman, Keren
    Azevedo, Rodolfo
    2020 IEEE 32ND INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE AND HIGH PERFORMANCE COMPUTING (SBAC-PAD 2020), 2020, : 43 - 50
  • [2] Optically connected memory for disaggregated data centers
    Gonzalez, Jorge
    Palma, Mauricio G.
    Hattink, Maarten
    Rubio-Noriega, Ruth
    Orosa, Lois
    Mutlu, Onur
    Bergman, Keren
    Azevedo, Rodolfo
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2022, 163 : 300 - 312
  • [3] Experimental Demonstration of Optically Disaggregated Memory for Edge Data Centers
    Youn, Jiwook
    Han, Kyeong-Eun
    Lee, Hyunjae
    Song, Jongtae
    Lee, Joonki
    2020 OPTO-ELECTRONICS AND COMMUNICATIONS CONFERENCE (OECC 2020), 2020,
  • [4] Demonstrating Optically Interconnected Remote Serial and Parallel Memory in Disaggregated Data Centers
    Mishra, Vaibhawa
    Benjamin, Joshua L.
    Zervas, Georgios
    2020 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC), 2020,
  • [5] Optically Disaggregated Data Centers With Minimal Remote Memory Latency: Technologies, Architectures, and Resource Allocation [Invited]
    Zervas, Georgios
    Yuan, Hui
    Saljoghei, Arsalan
    Chen, Qianqiao
    Mishra, Vaibhawa
    JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 2018, 10 (02) : A270 - A285
  • [6] Demonstration of Optically Connected Disaggregated Memory With Hitless Wavelength-Selective Switch
    Zhang, Bin
    Yu, Zeyu
    Liang, Qishen
    Zhao, Zichao
    Chen, Bei
    Dai, Tingge
    Yin, Kun
    Yu, Hui
    Wang, Yuehai
    Yang, Jianyi
    IEEE PHOTONICS TECHNOLOGY LETTERS, 2024, 36 (24) : 1485 - 1488
  • [7] Optimal VDC Service Provisioning in Optically Interconnected Disaggregated Data Centers
    Pages, Albert
    Perello, Jordi
    Agraz, Fernando
    Spadaro, Salvatore
    IEEE COMMUNICATIONS LETTERS, 2016, 20 (07) : 1353 - 1356
  • [8] Converged photonic data storage and switch platform for exascale disaggregated data centers
    Pitwon, R.
    Wang, K.
    Worrall, A.
    OPTICAL INTERCONNECTS XVII, 2017, 10109
  • [9] Silicon Photonic Switch Topologies and Routing Strategies for Disaggregated Data Centers
    Cheng, Qixiang
    Huang, Yishen
    Yang, Hao
    Bahadori, Meisam
    Abrams, Nathan
    Meng, Xiang
    Glick, Madeleine
    Liu, Yang
    Hochberg, Michael
    Bergman, Keren
    IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS, 2020, 26 (02) : 1 - 10
  • [10] MIND: In-Network Memory Management for Disaggregated Data Centers
    Lee, Seung-Seob
    Yu, Yanpeng
    Tang, Yupeng
    PROCEEDINGS OF THE 28TH ACM SYMPOSIUM ON OPERATING SYSTEMS PRINCIPLES, SOSP 2021, 2021, : 488 - 504