{"title":"大块时钟(LB-CLOCK):固态磁盘的写缓存算法","authors":"Biplob K. Debnath, S. Subramanya, D. Du, D. Lilja","doi":"10.1109/MASCOT.2009.5366737","DOIUrl":null,"url":null,"abstract":"Solid State Disks (SSDs) using NAND flash memory are increasingly being adopted in the high-end servers of datacenters to improve performance of the I/O-intensive applications. Compared to the traditional enterprise class hard disks, SSDs provide faster read performance, lower cooling cost, and higher power efficiency. However, write performance of a flash based SSD can be up to an order of magnitude slower than its read performance. Furthermore, frequent write operations degrade the lifetime of flash memory. A nonvolatile cache can greatly help to solve these problems. Although a RAM cache is relative high in cost, it has successfully eliminated the performance gap between fast CPU and slow magnetic disk. Similarly, a nonvolatile cache in an SSD can alleviate the disparity between the flash memory's read and write performance. A small write cache that reduces the number of flash block erase operations, can lead to substantial performance gain for write-intensive applications and can extend the overall lifetime of flash based SSDs. This paper presents a novel write caching algorithm, the Large Block CLOCK (LB-CLOCK) algorithm, which considers ‘recency’ and ‘block space utilization’ metrics to make cache management decisions. LB-CLOCK dynamically varies the priority between these two metrics to adapt to changes in workload characteristics. Our simulation based experimental results show that LB-CLOCK outperforms the best known existing flash caching algorithms for a wide range of workloads.","PeriodicalId":275737,"journal":{"name":"2009 IEEE International Symposium on Modeling, Analysis & Simulation of Computer and Telecommunication Systems","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"39","resultStr":"{\"title\":\"Large Block CLOCK (LB-CLOCK): A write caching algorithm for solid state disks\",\"authors\":\"Biplob K. Debnath, S. Subramanya, D. Du, D. Lilja\",\"doi\":\"10.1109/MASCOT.2009.5366737\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Solid State Disks (SSDs) using NAND flash memory are increasingly being adopted in the high-end servers of datacenters to improve performance of the I/O-intensive applications. Compared to the traditional enterprise class hard disks, SSDs provide faster read performance, lower cooling cost, and higher power efficiency. However, write performance of a flash based SSD can be up to an order of magnitude slower than its read performance. Furthermore, frequent write operations degrade the lifetime of flash memory. A nonvolatile cache can greatly help to solve these problems. Although a RAM cache is relative high in cost, it has successfully eliminated the performance gap between fast CPU and slow magnetic disk. Similarly, a nonvolatile cache in an SSD can alleviate the disparity between the flash memory's read and write performance. A small write cache that reduces the number of flash block erase operations, can lead to substantial performance gain for write-intensive applications and can extend the overall lifetime of flash based SSDs. This paper presents a novel write caching algorithm, the Large Block CLOCK (LB-CLOCK) algorithm, which considers ‘recency’ and ‘block space utilization’ metrics to make cache management decisions. LB-CLOCK dynamically varies the priority between these two metrics to adapt to changes in workload characteristics. Our simulation based experimental results show that LB-CLOCK outperforms the best known existing flash caching algorithms for a wide range of workloads.\",\"PeriodicalId\":275737,\"journal\":{\"name\":\"2009 IEEE International Symposium on Modeling, Analysis & Simulation of Computer and Telecommunication Systems\",\"volume\":\"27 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2009-12-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"39\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2009 IEEE International Symposium on Modeling, Analysis & Simulation of Computer and Telecommunication Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MASCOT.2009.5366737\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2009 IEEE International Symposium on Modeling, Analysis & Simulation of Computer and Telecommunication Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MASCOT.2009.5366737","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Large Block CLOCK (LB-CLOCK): A write caching algorithm for solid state disks
Solid State Disks (SSDs) using NAND flash memory are increasingly being adopted in the high-end servers of datacenters to improve performance of the I/O-intensive applications. Compared to the traditional enterprise class hard disks, SSDs provide faster read performance, lower cooling cost, and higher power efficiency. However, write performance of a flash based SSD can be up to an order of magnitude slower than its read performance. Furthermore, frequent write operations degrade the lifetime of flash memory. A nonvolatile cache can greatly help to solve these problems. Although a RAM cache is relative high in cost, it has successfully eliminated the performance gap between fast CPU and slow magnetic disk. Similarly, a nonvolatile cache in an SSD can alleviate the disparity between the flash memory's read and write performance. A small write cache that reduces the number of flash block erase operations, can lead to substantial performance gain for write-intensive applications and can extend the overall lifetime of flash based SSDs. This paper presents a novel write caching algorithm, the Large Block CLOCK (LB-CLOCK) algorithm, which considers ‘recency’ and ‘block space utilization’ metrics to make cache management decisions. LB-CLOCK dynamically varies the priority between these two metrics to adapt to changes in workload characteristics. Our simulation based experimental results show that LB-CLOCK outperforms the best known existing flash caching algorithms for a wide range of workloads.