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RAPID for high-performance computing systems: architecture and performance evaluation

机译:高性能计算系统的RAPID:体系结构和性能评估

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摘要

The limited bandwidth and the increase in power dissipation at longer communication distances and higher bit rates will create a major communication bottleneck in high-performance computing systems (HPCS), affecting not only their performance, but also their scalability. As a solution, we propose an optical-interconnect-based architecture for HPCS called reconfigurable all-photonic interconnect for parallel and distributed systems (RAPID) that alleviates the bandwidth density, optimizes power consumption, and enhances scalability. We also present two cost-effective design alternatives of the architecture, a modified version called M-RAPID and an extended version called E-RAPID that minimizes the cost of the interconnect based on the number of transmitters required. We perform a detailed simulation of the proposed RAPID architecture and compare it to several electrical HPCS interconnects. Based on the performance study, RAPID architecture shows 30percent-50percent increased throughput and 50percent-75percent reduced network latency as compared to HPCS electrical networks.
机译:有限的带宽以及更长的通信距离和更高的比特率导致的功耗增加将在高性能计算系统(HPCS)中造成主要的通信瓶颈,不仅影响其性能,而且影响其可扩展性。作为解决方案,我们提出了一种用于HPCS的基于光互连的架构,称为可重构全光子互连用于并行和分布式系统(RAPID),可减轻带宽密度,优化功耗并增强可伸缩性。我们还提出了两种具有成本效益的体系结构替代方案,一种称为M-RAPID的修改版本和一种称为E-RAPID的扩展版本,该版本根据所需的发射器数量将互连成本降至最低。我们对建议的RAPID体系结构进行了详细的仿真,并将其与几种HPCS电气互连进行了比较。根据性能研究,与HPCS电气网络相比,RAPID体系结构显示吞吐量提高了30%-50%,网络延迟降低了50%-75%。

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