Silicon Photonics for High-Performance Computing: Opportunities and Challenges!

M. Nikdast
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引用次数: 0

Abstract

Computing systems play an important role in today’s life. They are continuously scaling, and hence becoming more complicated, to satisfy new applications demands, such as higher computation and communication bandwidth required for big data and machine learning applications. As a result, the inter- and intra-chip communication in such systems is growing rapidly due to the continuous increase in the integration density of processing cores on a single die. Silicon photonics is introduced as a promising technology with potentials in realizing high-performance interconnect in multiprocessor computing systems. This interdisciplinary talk will discuss different opportunities as well as challenges related to employing silicon photonics in multiprocessor computing systems. Particularly, it will explore the requirements, feasibility, and performance of such systems while considering both the physical-level and the system-level perspectives.
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高性能计算用硅光子学:机遇与挑战!
计算机系统在今天的生活中扮演着重要的角色。它们不断扩展,因此变得更加复杂,以满足新的应用需求,例如大数据和机器学习应用所需的更高计算和通信带宽。因此,由于单个芯片上处理核心的集成密度不断提高,此类系统中的芯片间和芯片内通信正在迅速增长。硅光子学是一种很有前途的技术,在多处理器计算系统中具有实现高性能互连的潜力。这个跨学科的讲座将讨论在多处理器计算系统中应用硅光子学的不同机遇和挑战。特别地,它将在考虑物理层和系统层观点的同时探索这些系统的需求、可行性和性能。
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