多太比特光子中间层互连的各种设计途径分析

IF 2.1 4区 计算机科学 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE ACM Journal on Emerging Technologies in Computing Systems Pub Date : 2023-12-01 DOI:10.1145/3635031
Venkata Sai Praneeth Karempudi, Janibul Bashir, Ishan G Thakkar
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引用次数: 0

摘要

随着摩尔定律的逐渐消失,为了解决制造大规模单片片上系统(SoC)的复杂性和成本迅速增加的问题,业界采用了分解作为解决方案,其中大型单片SoC被分割成多个较小的芯片,然后使用先进的封装衬底(如硅中间层)组装成大型系统级封装(SiP)。对于这种基于中间层的sip,有必要实现中间层上的片间通信带宽达到数tb /s,端到端通信延迟不超过10 ns。这一推动是SiP设计的一些近期前期工作的自然发展,也是现代数据密集型工作负载激增的带宽需求的推动。为了满足这一带宽和延迟目标,先前的工作集中在使用硅光子中介器(SiPhI)将大量小芯片集成和互连到SiP中的潜在解决方案上。尽管有早期的承诺,但现有的on-SiPhI互连设计仍然需要突飞猛进地发展,以满足多tb /s带宽的目标。然而,可能的设计途径,在此基础上可以实现这种进化,还没有在任何先前的工作中探索。在本文中,我们已经确定了几种设计途径,可以帮助发展on-SiPhI互连以实现多tb /s的总带宽。我们进行了广泛的链接级和系统级分析,在这些分析中,我们分别以不同的组合方式探索这些设计途径。从我们的链路级分析中,我们已经观察到,同时增强波长复用可用的光谱范围和光功率预算的设计路径可以使每个on-SiPhI链路的总带宽高达4 Tb/s。我们还表明,这种高带宽的siphi链路可以大大提高基于sip的最先进的CPU和GPU小芯片的性能和能效。
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An Analysis of Various Design Pathways Towards Multi-Terabit Photonic On-Interposer Interconnects

In the wake of dwindling Moore’s Law, to address the rapidly increasing complexity and cost of fabricating large-scale, monolithic systems-on-chip (SoCs), the industry has adopted dis-aggregation as a solution, wherein a large monolithic SoC is partitioned into multiple smaller chiplets that are then assembled into a large system-in-package (SiP) using advanced packaging substrates such as silicon interposer. For such interposer-based SiPs, there is a push to realize on-interposer inter-chiplet communication bandwidth of multi-Tb/s and end-to-end communication latency of no more than 10 ns. This push comes as the natural progression from some recent prior works on SiP design, and is driven by the proliferating bandwidth demand of modern data-intensive workloads. To meet this bandwidth and latency goal, prior works have focused on a potential solution of using the silicon photonic interposer (SiPhI) for integrating and interconnecting a large number of chiplets into an SiP. Despite the early promise, the existing designs of on-SiPhI interconnects still have to evolve by leaps and bounds to meet the goal of multi-Tb/s bandwidth. However, the possible design pathways, upon which such an evolution can be achieved, have not been explored in any prior works yet. In this paper, we have identified several design pathways that can help evolve on-SiPhI interconnects to achieve multi-Tb/s aggregate bandwidth. We perform an extensive link-level and system-level analysis in which we explore these design pathways in isolation and in different combinations of each other. From our link-level analysis, we have observed that the design pathways that simultaneously enhance the spectral range and optical power budget available for wavelength multiplexing can render aggregate bandwidth of up to 4 Tb/s per on-SiPhI link. We also show that such high-bandwidth on-SiPhI links can substantially improve the performance and energy-efficiency of the state-of-the-art CPU and GPU chiplets based SiPs.

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来源期刊
ACM Journal on Emerging Technologies in Computing Systems
ACM Journal on Emerging Technologies in Computing Systems 工程技术-工程:电子与电气
CiteScore
4.80
自引率
4.50%
发文量
86
审稿时长
3 months
期刊介绍: The Journal of Emerging Technologies in Computing Systems invites submissions of original technical papers describing research and development in emerging technologies in computing systems. Major economic and technical challenges are expected to impede the continued scaling of semiconductor devices. This has resulted in the search for alternate mechanical, biological/biochemical, nanoscale electronic, asynchronous and quantum computing and sensor technologies. As the underlying nanotechnologies continue to evolve in the labs of chemists, physicists, and biologists, it has become imperative for computer scientists and engineers to translate the potential of the basic building blocks (analogous to the transistor) emerging from these labs into information systems. Their design will face multiple challenges ranging from the inherent (un)reliability due to the self-assembly nature of the fabrication processes for nanotechnologies, from the complexity due to the sheer volume of nanodevices that will have to be integrated for complex functionality, and from the need to integrate these new nanotechnologies with silicon devices in the same system. The journal provides comprehensive coverage of innovative work in the specification, design analysis, simulation, verification, testing, and evaluation of computing systems constructed out of emerging technologies and advanced semiconductors
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