Optically Connected Memory for Disaggregated Data Centers

08/25/2020
by   Jorge Gonzalez, et al.
0

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 1.07 pJ energy-per-bit consumption and (2) OCM performs up to 5.5x faster than a disaggregated memory with 40G PCIe NIC connectors to computing nodes.

READ FULL TEXT

page 1

page 3

research
03/22/2018

iBrownout: An Integrated Approach for Managing Energy and Brownout in Container-based Clouds

Energy consumption of Cloud data centers has been a major concern of man...
research
05/04/2022

DNA Pre-alignment Filter using Processing Near Racetrack Memory

Recent DNA pre-alignment filter designs employ DRAM for storing the refe...
research
11/10/2020

ARENA: Asynchronous Reconfigurable Accelerator Ring to Enable Data-Centric Parallel Computing

The next generation HPC and data centers are likely to be reconfigurable...
research
03/10/2019

Processing Data Where It Makes Sense: Enabling In-Memory Computation

Today's systems are overwhelmingly designed to move data to computation....
research
09/09/2023

MemSPICE: Automated Simulation and Energy Estimation Framework for MAGIC-Based Logic-in-Memory

Existing logic-in-memory (LiM) research is limited to generating mapping...
research
11/25/2018

A multi-dimensional extension of the Lightweight Temporal Compression method

Lightweight Temporal Compression (LTC) is among the lossy stream compres...
research
08/02/2021

Analysing digital in-memory computing for advanced finFET node

Digital In-memory computing improves energy efficiency and throughput of...

Please sign up or login with your details

Forgot password? Click here to reset