arrow
Return

Optically connected memory for disaggregated data centers

delete2022-05-01
delete12
delete
OA
AI
J
Jorge González *
M
Mauricio G. Palma *
M
Maarten Hattink *
R
Ruth E. Rubio-Noriega
L
Lois Orosa
O
Onur Mutlu
K
Keren Bergman
R
Rodolfo Azevedo
DOI:10.1016/j.jpdc.2022.01.013delete
deleteOriginal
deleteShare
deleteSave
View PDF
Abstract

Abstract

En 中文
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.
Keywords:
Disaggregated memory
Photonics
Data-centers
DRAM
Memory systems
AI Summary

AI Summary

Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

Journal of Parallel and Distributed Computing cover
Journal of Parallel and Distributed Computing
IF:
4
Papers:
3.8K
Citations:
4.8K

Organization

C
Columbia University
Scholars:
7.1W
Papers: 6.4W
Citations: 263
U
university of engineering & technology - utec
Scholars:
179
Papers: 130
Citations: 0
E
ETH Zurich
Scholars:
3.0W
Papers: 2.4W
Citations: 8.4W
U
universidade estadual de campinas
Scholars:
3.3W
Papers: 2.3W
Citations: 19
S
swiss federal institutes of technology domain
Scholars:
9.0W
Papers: 8.0W
Citations: 163
researcher View more organizations