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FOSDA: A Hybrid Disaggregated HPC Architecture based on Distributed Nanoseconds Optical Switches
Authors:
Xiaotao Guo
Xuwei Xue
Bitao Pan
Fulong Yan
Georgios Exarchakos
Nicola Calabretta
Keywords: HPC network; disaggregated architecture; fast optical switch.
Abstract:
Aiming at solving the issues of low resource utilization and high operational cost in current node-centric High Performance Computing (HPC) architecture, we present and investigate a novel hybrid disaggregated HPC architecture based on nano-seconds fast optical switch (FOSDA). The fast optical switch connects Central Processing Unit (CPU) and memory nodes for the communication of high bandwidth and low latency, while storage nodes are interconnected by electrical packet switches. The performance of the FOSDA in terms of workload acceptance rate, resource utilization, power consumption and capital/operational cost is numerically assessed and compared with current node-centric HPC architectures. Compared with a node-centric HPC architecture of 320 nodes, FOSDA performs 36.6% higher CPU, and 21.5% higher memory resource utilization with 45.5% less active hardware resource, as well as 46.8% less power consumption. When scaling the HPC network to 2304 nodes, FOSDA also achieves 33.6% higher CPU and 48.5% higher memory utilization while saving 50.4% power consumption. In the cost analysis, FOSDA decreases operational cost by 46.7% with only 19.8% more capital cost.
Pages: 1 to 7
Copyright: Copyright (c) IARIA, 2021
Publication date: April 18, 2021
Published in: conference
ISSN: 2308-3735
ISBN: 978-1-61208-846-4
Location: Porto, Portugal
Dates: from April 18, 2021 to April 22, 2021