{"title":"质子辐射对DDR5模块影响的实验研究","authors":"Yang Li;Masakazu Yoshida;Yuibi Gomi;Yifan Deng;Yukinobu Watanabe;Satoshi Adachi;Masatoshi Itoh;Guohe Zhang;Chaohui He;Masanori Hashimoto","doi":"10.1109/TNS.2025.3565125","DOIUrl":null,"url":null,"abstract":"Double data rate 5 synchronous dynamic random access memory (DDR5 SDRAM), as the latest generation in its family, is an outstanding candidate for future space applications, highlighting the importance of considering its radiation performance. In this article, we investigated the proton-induced radiation effects on DDR5 dual-inline-memory-modules (DIMMs) for the first time. Consumer-grade DDR5 modules were tested, taking into account several factors, including proton energy, module vendors, and the specific power management unit (PMU) on DDR5. The results provided the single-event effect (SEE) cross section (CS) curve as a function of proton energy and uncovered the sensitivity of different vendors and the PMU. In addition, comparison tests between server-grade DDR4 and DDR5 modules were conducted to study the impacts of different generations, external error correction code (ECC) cases, and accumulated effects. Fault injection simulations were also conducted to identify potential causes for the observed patterns in the experiments with the existence of on-die ECC.","PeriodicalId":13406,"journal":{"name":"IEEE Transactions on Nuclear Science","volume":"72 6","pages":"1907-1918"},"PeriodicalIF":1.9000,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Experimental Study of Proton-Induced Radiation Effects on DDR5 Modules\",\"authors\":\"Yang Li;Masakazu Yoshida;Yuibi Gomi;Yifan Deng;Yukinobu Watanabe;Satoshi Adachi;Masatoshi Itoh;Guohe Zhang;Chaohui He;Masanori Hashimoto\",\"doi\":\"10.1109/TNS.2025.3565125\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Double data rate 5 synchronous dynamic random access memory (DDR5 SDRAM), as the latest generation in its family, is an outstanding candidate for future space applications, highlighting the importance of considering its radiation performance. In this article, we investigated the proton-induced radiation effects on DDR5 dual-inline-memory-modules (DIMMs) for the first time. Consumer-grade DDR5 modules were tested, taking into account several factors, including proton energy, module vendors, and the specific power management unit (PMU) on DDR5. The results provided the single-event effect (SEE) cross section (CS) curve as a function of proton energy and uncovered the sensitivity of different vendors and the PMU. In addition, comparison tests between server-grade DDR4 and DDR5 modules were conducted to study the impacts of different generations, external error correction code (ECC) cases, and accumulated effects. Fault injection simulations were also conducted to identify potential causes for the observed patterns in the experiments with the existence of on-die ECC.\",\"PeriodicalId\":13406,\"journal\":{\"name\":\"IEEE Transactions on Nuclear Science\",\"volume\":\"72 6\",\"pages\":\"1907-1918\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2025-04-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Nuclear Science\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10979427/\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Nuclear Science","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10979427/","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Experimental Study of Proton-Induced Radiation Effects on DDR5 Modules
Double data rate 5 synchronous dynamic random access memory (DDR5 SDRAM), as the latest generation in its family, is an outstanding candidate for future space applications, highlighting the importance of considering its radiation performance. In this article, we investigated the proton-induced radiation effects on DDR5 dual-inline-memory-modules (DIMMs) for the first time. Consumer-grade DDR5 modules were tested, taking into account several factors, including proton energy, module vendors, and the specific power management unit (PMU) on DDR5. The results provided the single-event effect (SEE) cross section (CS) curve as a function of proton energy and uncovered the sensitivity of different vendors and the PMU. In addition, comparison tests between server-grade DDR4 and DDR5 modules were conducted to study the impacts of different generations, external error correction code (ECC) cases, and accumulated effects. Fault injection simulations were also conducted to identify potential causes for the observed patterns in the experiments with the existence of on-die ECC.
期刊介绍:
The IEEE Transactions on Nuclear Science is a publication of the IEEE Nuclear and Plasma Sciences Society. It is viewed as the primary source of technical information in many of the areas it covers. As judged by JCR impact factor, TNS consistently ranks in the top five journals in the category of Nuclear Science & Technology. It has one of the higher immediacy indices, indicating that the information it publishes is viewed as timely, and has a relatively long citation half-life, indicating that the published information also is viewed as valuable for a number of years.
The IEEE Transactions on Nuclear Science is published bimonthly. Its scope includes all aspects of the theory and application of nuclear science and engineering. It focuses on instrumentation for the detection and measurement of ionizing radiation; particle accelerators and their controls; nuclear medicine and its application; effects of radiation on materials, components, and systems; reactor instrumentation and controls; and measurement of radiation in space.