Yushi Liang, Yunpeng Chai, Ning Bao, Hengyu Chen, Yao-Hong Liu
{"title":"弹性队列:用于缓存替换算法的通用SSD寿命扩展插件","authors":"Yushi Liang, Yunpeng Chai, Ning Bao, Hengyu Chen, Yao-Hong Liu","doi":"10.1145/2928275.2928286","DOIUrl":null,"url":null,"abstract":"Flash-based solid-state drives (SSDs) are getting popular to be deployed as the second-level cache in storage systems because of the noticeable performance acceleration and transparency for the original software. However, the frequent data updates of existing cache replacement algorithms (e.g. LRU, LIRS, and LARC) causes too many writes on SSDs, leading to short lifetime and high costs of devices. SSD-oriented cache schemes with less SSD writes have fixed strategies of selecting cache blocks, so we cannot freely choose a suitable cache algorithm to adapt to application features for higher performance. Therefore, a universal SSD lifetime extension plug-in called Elastic Queue (EQ), which can cooperate with any cache algorithm to extend the lifetime of SSDs, is proposed in this paper. EQ reduces the data updating frequency by extending the eviction border of cache blocks elastically, making SSD devices serve much longer. The experimental results based on some real-world traces indicate that for the original LRU, LIRS, and LARC schemes, adding the EQ plug-in reduces their SSD write amounts by 39.03 times, and improves the cache hit rates by 17.30% on average at the same time.","PeriodicalId":20607,"journal":{"name":"Proceedings of the 9th ACM International on Systems and Storage Conference","volume":"115 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2016-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":"{\"title\":\"Elastic Queue: A Universal SSD Lifetime Extension Plug-in for Cache Replacement Algorithms\",\"authors\":\"Yushi Liang, Yunpeng Chai, Ning Bao, Hengyu Chen, Yao-Hong Liu\",\"doi\":\"10.1145/2928275.2928286\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Flash-based solid-state drives (SSDs) are getting popular to be deployed as the second-level cache in storage systems because of the noticeable performance acceleration and transparency for the original software. However, the frequent data updates of existing cache replacement algorithms (e.g. LRU, LIRS, and LARC) causes too many writes on SSDs, leading to short lifetime and high costs of devices. SSD-oriented cache schemes with less SSD writes have fixed strategies of selecting cache blocks, so we cannot freely choose a suitable cache algorithm to adapt to application features for higher performance. Therefore, a universal SSD lifetime extension plug-in called Elastic Queue (EQ), which can cooperate with any cache algorithm to extend the lifetime of SSDs, is proposed in this paper. EQ reduces the data updating frequency by extending the eviction border of cache blocks elastically, making SSD devices serve much longer. The experimental results based on some real-world traces indicate that for the original LRU, LIRS, and LARC schemes, adding the EQ plug-in reduces their SSD write amounts by 39.03 times, and improves the cache hit rates by 17.30% on average at the same time.\",\"PeriodicalId\":20607,\"journal\":{\"name\":\"Proceedings of the 9th ACM International on Systems and Storage Conference\",\"volume\":\"115 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-06-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"11\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 9th ACM International on Systems and Storage Conference\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2928275.2928286\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 9th ACM International on Systems and Storage Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2928275.2928286","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Elastic Queue: A Universal SSD Lifetime Extension Plug-in for Cache Replacement Algorithms
Flash-based solid-state drives (SSDs) are getting popular to be deployed as the second-level cache in storage systems because of the noticeable performance acceleration and transparency for the original software. However, the frequent data updates of existing cache replacement algorithms (e.g. LRU, LIRS, and LARC) causes too many writes on SSDs, leading to short lifetime and high costs of devices. SSD-oriented cache schemes with less SSD writes have fixed strategies of selecting cache blocks, so we cannot freely choose a suitable cache algorithm to adapt to application features for higher performance. Therefore, a universal SSD lifetime extension plug-in called Elastic Queue (EQ), which can cooperate with any cache algorithm to extend the lifetime of SSDs, is proposed in this paper. EQ reduces the data updating frequency by extending the eviction border of cache blocks elastically, making SSD devices serve much longer. The experimental results based on some real-world traces indicate that for the original LRU, LIRS, and LARC schemes, adding the EQ plug-in reduces their SSD write amounts by 39.03 times, and improves the cache hit rates by 17.30% on average at the same time.