MARVEL: A Reconfigurable Chiplet-Integrated Photonic Interposer With Optical Vertical Links and Robust Misalignment Tolerance

IF 3.8 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Mohammad Amin Mahdian;Ebadollah Taheri;Mahdi Nikdast
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引用次数: 0

Abstract

Silicon photonic (SiPh) interposers offer a promising solution to overcome the bandwidth, latency, and energy limitations of electrical interconnects in chiplet-based systems. By enabling dense Wavelength Division Multiplexing (WDM) and high-speed optical signaling, they support scalable and efficient inter-chiplet communication. However, conventional SiPh interposer architectures face critical challenges, including fabrication-induced yield loss due to active photonic integration, and performance degradation from vertical link misalignments during packaging. This paper introduces MARVEL, a scalable and resilient SiPh interposer network that addresses these challenges through architectural and algorithmic innovations. MARVEL employs a passive interposer design, avoiding yield-limiting active components, and proposes to use optical vertical links (OVLs) to provide direct optical connections between chiplets and a centralized optical circuit switch (OCS). To mitigate the effects of packaging-induced misalignment, MARVEL incorporates redundancy-aware OVL selection using lightweight, reconfigurable on-chip switches. A dynamic in situ characterization protocol ranks available OVLs by loss, enabling the system to route traffic through the best performing links. This mechanism ensures 100% system reachability under modeled manufacturing variations. Additionally, MARVEL introduces a loss-aware recursive backtracking routing algorithm with precomputed lookup tables (LUTs) to optimize switch configurations for reduced insertion loss and tuning power. Comprehensive evaluations—including analytical modeling, Monte Carlo-based variability analysis, and discrete-event network simulation—show that MARVEL achieves up to 82% latency reduction over bus-based architectures and up to 86% improvement compared to prior work under synthetic traffic. On PARSEC benchmark workloads, MARVEL reduces latency by up to 75% while delivering approximately 10% total power savings. These results demonstrate MARVEL’s potential as a robust, energy-efficient, and scalable interposer architecture for next-generation heterogeneous computing platforms, including AI accelerators, high-performance computing (HPC), and data center systems.
MARVEL:一种具有光学垂直链接和鲁棒误差容限的可重构芯片集成光子中介器
硅光子(SiPh)中间层提供了一种很有前途的解决方案,以克服基于芯片的系统中电互连的带宽,延迟和能量限制。通过实现密集波分复用(WDM)和高速光信号,它们支持可扩展和高效的芯片间通信。然而,传统的SiPh中间层架构面临着严峻的挑战,包括由于有源光子集成导致的制造导致的良率损失,以及封装期间垂直链路错位导致的性能下降。本文介绍了MARVEL,这是一种可扩展且具有弹性的sip中介网络,通过架构和算法创新来解决这些挑战。MARVEL采用无源中间层设计,避免了限制产量的有源元件,并提出使用光垂直链路(ovl)在小芯片和集中式光电路交换机(OCS)之间提供直接的光连接。为了减轻封装引起的错位的影响,MARVEL采用轻量级、可重构的片上开关,采用冗余感知OVL选择。动态原位表征协议根据损失对可用的ovl进行排序,使系统能够通过性能最佳的链路路由流量。该机制确保在建模制造变化下100%的系统可达性。此外,MARVEL还引入了一种损耗感知递归回溯路由算法,该算法使用预先计算的查找表(lut)来优化交换机配置,以减少插入损耗和调优功率。综合评估——包括分析建模、基于蒙特卡罗的可变性分析和离散事件网络仿真——表明,与基于总线的架构相比,MARVEL的延迟减少了82%,与合成流量下的先前工作相比,延迟减少了86%。在PARSEC基准工作负载上,MARVEL将延迟减少了75%,同时节省了大约10%的总功耗。这些结果证明了MARVEL作为下一代异构计算平台(包括AI加速器、高性能计算(HPC)和数据中心系统)健壮、节能和可扩展的中间层架构的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
8.50
自引率
2.20%
发文量
86
期刊介绍: The IEEE Journal on Emerging and Selected Topics in Circuits and Systems is published quarterly and solicits, with particular emphasis on emerging areas, special issues on topics that cover the entire scope of the IEEE Circuits and Systems (CAS) Society, namely the theory, analysis, design, tools, and implementation of circuits and systems, spanning their theoretical foundations, applications, and architectures for signal and information processing.
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