Mohammad Amin Mahdian;Ebadollah Taheri;Mahdi Nikdast
{"title":"MARVEL: A Reconfigurable Chiplet-Integrated Photonic Interposer With Optical Vertical Links and Robust Misalignment Tolerance","authors":"Mohammad Amin Mahdian;Ebadollah Taheri;Mahdi Nikdast","doi":"10.1109/JETCAS.2025.3611595","DOIUrl":null,"url":null,"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.","PeriodicalId":48827,"journal":{"name":"IEEE Journal on Emerging and Selected Topics in Circuits and Systems","volume":"15 4","pages":"619-633"},"PeriodicalIF":3.8000,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Journal on Emerging and Selected Topics in Circuits and Systems","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/11172674/","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
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.
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.