Dylan C. Stow, Itir Akgun, Wenqin Huangfu, Yuan Xie, Xueqi Li, G. Loh
{"title":"Efficient System Architecture in the Era of Monolithic 3D","authors":"Dylan C. Stow, Itir Akgun, Wenqin Huangfu, Yuan Xie, Xueqi Li, G. Loh","doi":"10.1145/3316781.3323475","DOIUrl":null,"url":null,"abstract":"Emerging Monolithic Three-Dimensional (M3D) integration technology will not only provide improved circuit density through the high-bandwidth coupling of multiple vertically-stacked layers, but it can also provide new architectural opportunities for on-chip computation, memory, and communication that are beyond the capabilities of existing process and packaging technologies. For example, with massive parallel communication between heterogeneous memory and compute layers, existing processing-in-memory architectures can be optimized and expanded, developing into efficient and flexible near-data processors. Additionally, multiple tiers of interconnect can be dynamically leveraged to provide an efficient, scalable interconnect fabric that spans the three-dimensional system. This work explores some of the challenges and opportunities presented by M3D technology for emerging computer architectures, with focus on improving efficiency and increasing system flexibility.","PeriodicalId":391209,"journal":{"name":"Proceedings of the 56th Annual Design Automation Conference 2019","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 56th Annual Design Automation Conference 2019","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3316781.3323475","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
Emerging Monolithic Three-Dimensional (M3D) integration technology will not only provide improved circuit density through the high-bandwidth coupling of multiple vertically-stacked layers, but it can also provide new architectural opportunities for on-chip computation, memory, and communication that are beyond the capabilities of existing process and packaging technologies. For example, with massive parallel communication between heterogeneous memory and compute layers, existing processing-in-memory architectures can be optimized and expanded, developing into efficient and flexible near-data processors. Additionally, multiple tiers of interconnect can be dynamically leveraged to provide an efficient, scalable interconnect fabric that spans the three-dimensional system. This work explores some of the challenges and opportunities presented by M3D technology for emerging computer architectures, with focus on improving efficiency and increasing system flexibility.