Optically connected memory for disaggregated data centers

被引:6
|
作者
Gonzalez, Jorge [1 ,2 ]
Palma, Mauricio G. [3 ]
Hattink, Maarten [7 ]
Rubio-Noriega, Ruth [4 ]
Orosa, Lois [5 ]
Mutlu, Onur [6 ]
Bergman, Keren [8 ]
Azevedo, Rodolfo [2 ]
机构
[1] Univ Engn & Technol, Dept Comp Sci, Lima, Peru
[2] Univ Estadual Campinas, Sao Paulo, Brazil
[3] Univ Estadual Campinas, Comp Syst Lab, Sao Paulo, Brazil
[4] INICTEL UNI, Lima, Peru
[5] Swiss Fed Inst Technol, SAFARI Res Grp, Zurich, Switzerland
[6] Swiss Fed Inst Technol, Comp Sci, Zurich, Switzerland
[7] Columbia Univ, New York, NY 10027 USA
[8] Columbia Univ, Elect Engn, New York, NY USA
基金
巴西圣保罗研究基金会;
关键词
Disaggregated memory; Photonics; Data-centers; DRAM; Memory systems; SILICON; OPTIMIZATION;
D O I
10.1016/j.jpdc.2022.01.013
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Recent advances in integrated photonics enable the implementation of reconfigurable, high-bandwidth, and low energy-per-bit interconnects in next-generation data centers. We propose and evaluate an Optically Connected Memory (OCM) architecture that disaggregates the main memory from the computation nodes in data centers. OCM is based on micro-ring resonators (MRRs), and it does not require any modification to the DRAM memory modules. We calculate energy consumption from real photonic devices and integrate them into a system simulator to evaluate performance. Our results show that (1) OCM is capable of interconnecting four DDR4 memory channels to a computing node using two fibers with 1.02 pJ energy-per-bit consumption and (2) OCM performs up to 5.5 x faster than a disaggregated memory with 40G PCIe NIC connectors to computing nodes. (c) 2022 Elsevier Inc. All rights reserved.
引用
收藏
页码:300 / 312
页数:13
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