{"title":"smartdecoupling:对STT-RAM LLC进行解耦,以实现均匀的写入分布和寿命改善","authors":"Prabuddha Sinha , Krishna Prathik B.V. , Shirshendu Das , Venkata Kalyan Tavva","doi":"10.1016/j.sysarc.2025.103367","DOIUrl":null,"url":null,"abstract":"<div><div>Static Random Access Memory (SRAM) based Last Level Caches (LLCs) is losing its edge to Non-Volatile Memories (NVMs) like Spin-Transfer Torque RAM (STT-RAM) which offer advantages including higher density and lower static power consumption. However, they have drawbacks, namely, higher write latency, higher write power consumption, and lower write endurance. Uneven distribution of writes leads to reduced write endurance. Existing endurance enhancement techniques focus on reducing write variation to extend the lifetime. Additionally, these techniques cannot be implemented on top of recent secure cache designs that protect LLCs from timing channel attacks. They cannot prevent recently proposed endurance attacks on the STT-RAM LLC. SmartDeCoup proposes a decoupled tag/data array structure for STT-RAM LLCs and, on top of this structure, introduces two approaches to enhance LLC lifetime through: (a) the Primal Approach, and (b) the Hardware Efficient Approach. The Primal Approach achieves a maximum relative lifetime improvement of 24.99<span><math><mo>×</mo></math></span> and 33.13<span><math><mo>×</mo></math></span> in single core and multicore systems, with a 8.79% area overhead. The Hardware Efficient Approach achieves improvements of 22.47<span><math><mo>×</mo></math></span> and 31.83<span><math><mo>×</mo></math></span>, with a 7.23% area overhead. The Primal Approach is capable of preventing endurance attacks and is also compatible with the recently proposed countermeasures for timing channel attacks on LLC.</div></div>","PeriodicalId":50027,"journal":{"name":"Journal of Systems Architecture","volume":"161 ","pages":"Article 103367"},"PeriodicalIF":3.7000,"publicationDate":"2025-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"SmartDeCoup: Decoupling the STT-RAM LLC for even write distribution and lifetime improvement\",\"authors\":\"Prabuddha Sinha , Krishna Prathik B.V. , Shirshendu Das , Venkata Kalyan Tavva\",\"doi\":\"10.1016/j.sysarc.2025.103367\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Static Random Access Memory (SRAM) based Last Level Caches (LLCs) is losing its edge to Non-Volatile Memories (NVMs) like Spin-Transfer Torque RAM (STT-RAM) which offer advantages including higher density and lower static power consumption. However, they have drawbacks, namely, higher write latency, higher write power consumption, and lower write endurance. Uneven distribution of writes leads to reduced write endurance. Existing endurance enhancement techniques focus on reducing write variation to extend the lifetime. Additionally, these techniques cannot be implemented on top of recent secure cache designs that protect LLCs from timing channel attacks. They cannot prevent recently proposed endurance attacks on the STT-RAM LLC. SmartDeCoup proposes a decoupled tag/data array structure for STT-RAM LLCs and, on top of this structure, introduces two approaches to enhance LLC lifetime through: (a) the Primal Approach, and (b) the Hardware Efficient Approach. The Primal Approach achieves a maximum relative lifetime improvement of 24.99<span><math><mo>×</mo></math></span> and 33.13<span><math><mo>×</mo></math></span> in single core and multicore systems, with a 8.79% area overhead. The Hardware Efficient Approach achieves improvements of 22.47<span><math><mo>×</mo></math></span> and 31.83<span><math><mo>×</mo></math></span>, with a 7.23% area overhead. The Primal Approach is capable of preventing endurance attacks and is also compatible with the recently proposed countermeasures for timing channel attacks on LLC.</div></div>\",\"PeriodicalId\":50027,\"journal\":{\"name\":\"Journal of Systems Architecture\",\"volume\":\"161 \",\"pages\":\"Article 103367\"},\"PeriodicalIF\":3.7000,\"publicationDate\":\"2025-02-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Systems Architecture\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1383762125000396\",\"RegionNum\":2,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, HARDWARE & ARCHITECTURE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Systems Architecture","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1383762125000396","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, HARDWARE & ARCHITECTURE","Score":null,"Total":0}
SmartDeCoup: Decoupling the STT-RAM LLC for even write distribution and lifetime improvement
Static Random Access Memory (SRAM) based Last Level Caches (LLCs) is losing its edge to Non-Volatile Memories (NVMs) like Spin-Transfer Torque RAM (STT-RAM) which offer advantages including higher density and lower static power consumption. However, they have drawbacks, namely, higher write latency, higher write power consumption, and lower write endurance. Uneven distribution of writes leads to reduced write endurance. Existing endurance enhancement techniques focus on reducing write variation to extend the lifetime. Additionally, these techniques cannot be implemented on top of recent secure cache designs that protect LLCs from timing channel attacks. They cannot prevent recently proposed endurance attacks on the STT-RAM LLC. SmartDeCoup proposes a decoupled tag/data array structure for STT-RAM LLCs and, on top of this structure, introduces two approaches to enhance LLC lifetime through: (a) the Primal Approach, and (b) the Hardware Efficient Approach. The Primal Approach achieves a maximum relative lifetime improvement of 24.99 and 33.13 in single core and multicore systems, with a 8.79% area overhead. The Hardware Efficient Approach achieves improvements of 22.47 and 31.83, with a 7.23% area overhead. The Primal Approach is capable of preventing endurance attacks and is also compatible with the recently proposed countermeasures for timing channel attacks on LLC.
期刊介绍:
The Journal of Systems Architecture: Embedded Software Design (JSA) is a journal covering all design and architectural aspects related to embedded systems and software. It ranges from the microarchitecture level via the system software level up to the application-specific architecture level. Aspects such as real-time systems, operating systems, FPGA programming, programming languages, communications (limited to analysis and the software stack), mobile systems, parallel and distributed architectures as well as additional subjects in the computer and system architecture area will fall within the scope of this journal. Technology will not be a main focus, but its use and relevance to particular designs will be. Case studies are welcome but must contribute more than just a design for a particular piece of software.
Design automation of such systems including methodologies, techniques and tools for their design as well as novel designs of software components fall within the scope of this journal. Novel applications that use embedded systems are also central in this journal. While hardware is not a part of this journal hardware/software co-design methods that consider interplay between software and hardware components with and emphasis on software are also relevant here.