期刊文献+

通过缓存压缩提高磁盘性能

Leveraging Compressed Cache to Improve Disk Performance
下载PDF
导出
摘要 过去的20年里面,主存与硬盘的性能差距以每年50%的速度飞速扩大.造成这种局面的主要原因是磁盘机械器件延迟导致的其性能提升缓慢(每年8%的性能提升).磁盘内部缓存管理对于磁盘的性能有着重要的影响,因为它起到平衡快总线与慢机械器件的中间栋梁作用.缓存介质一般为SRAM,成本昂贵并且容量低.因此,磁盘生产商不会给磁盘装备大容量的缓存.本文提出了一个新的思路来改善这个问题,通过压缩磁盘缓存,提高缓存有效容量以预取更多的数据.为了降低压缩所带来的复杂度与负作用,我们只压缩读请求服务后预取的数据.通过Disksim模拟实现,并测试合成负载,我们得到了较好的结果.实验证明,随着压缩率的改善,磁盘平均响应时间最大减少43.5%,命中率最高提高到3倍. Over the last two decades,the performance gap between RAM and disk drives has been widened by about 50% per year. This is because the disk access time was improved only about 8% per year due to the mechanical delays. The management of on-board disk cache plays an important role on disk performance, because it can bridge the gap between the high-speed I/O bus and slow mag- netic media. The physical media of on-board disk cache is normally made of SRAM. However,it is very expensive and has low capacity. Therefore, the manufactures normally do not equip disk drives with big size on-board disk cache. This paper proposes a new ap- proach to alleviate this issue by compressing the on-board disk cache. To minimize the complexity and side effect of compression, we only compress the sectors fetched by read-ahead. The compression is processed in background without affecting ongoing requests. The scheme is implemented and integrated into DiskSim. Synthetic traces are employed to evaluate the proposed method. Experimental resuits demonstrate that the average response time can be reduced up to 43.5 % with the improvement of the compression ratio, and the hit ratio gets up to 3x improvement.
出处 《小型微型计算机系统》 CSCD 北大核心 2016年第5期1102-1106,共5页 Journal of Chinese Computer Systems
基金 国家自然科学基金项目(61272073 61572232)资助 广东省自然科学基金重点项目(S2013020012865)资助 中国科学院计算技术研究所计算机体系结构国家重点实验室开放基金项目(CARCH201401)资助 中央高校基本科研业务费专项资金项目资助
关键词 磁盘缓存 缓存压缩 高性能计算 磁盘能耗 cache compression on-board disk cache high performance computing disk energy consumption
  • 相关文献

参考文献2

二级参考文献14

  • 1Mohit S, Michael M, Zhang Yi-ying. Flash tier: a lightweight, consistent and durable storage cache [ C ]. EuroSys' 12 Proceedings of the 7th ACM European Conference on Computer Systems, 2012 267-280.
  • 2Thanos M, Yannis K, Manolis M, et al. Using transparent compres- sion to improve SSD-based I/O caches[ C 1-EuroSys'10 Proceed- ings of the 5th European Conference on Computer Systems,2010: 1-14.
  • 3Ding Xiao-ning, Jiang Song, Chen Feng. A buffer cache manage- ment scheme exploiting both temporal and spatial [ J]. ACM Trans- actions on Storage ( TOS ) ,2007,3 ( 2 ) : 5-31.
  • 4Chen Zhi-feng, Heidi S, Bemi S, et al. Empirical evaluation of multi-level buffer cache collaboration for storage systems [ C ]. Sig- metrics '05 Proceedings of the 2005 ACM SIGMETRICS Interna- tional Conference on Measurement and Modeling of Computer Sys- tems ,2005 : 145-156.
  • 5Ramya P ,Shekhar S,Christina P. Dynamic storage cache allocation in multi-server architectures[ C]. SC '09 Proceedings of the Confer- ence on High Performance Computing Networking, Storage and A- nalysis, 2009 : 1-12.
  • 6Phase-change Memory. Phase-change memory [ BE/OL]. http:// en. wikipedia, org/wiki/Phase-change_memory ,2012.
  • 7Geoffrey W, Matthew J, Michele F, et al. Phase change memory technology[J]. Journal of Vacuum Science & Technology B: Mi- croelectronics and Nanometer Structures,2010,28 (2) :223-262.
  • 8Shivaram V, Niraj T, Parthasarathy R, et al. Consistent and durable data structures for non-volatile byte-addressable memory [ C ]. FAST '11: 9th USENIX Conference on File and Storage Technologies, 2011:61-75.
  • 9Moinuddin K, Vijayalakshmi S, Jude A, et al. Scalable high per- formance main memory system using phase-change memory tech- nology[ C]. ISCA'09 Proceedings of the 36th Annual International Symposium on Computer Architecture,2009:24-33.
  • 10Benjamin C, Engin I, Onur M, et al. Architecting phase change memory as a scalable DRAM Alternative[ C]. ISCA'09 Proceed- ings of the 36th Annual International Symposium on Computer Ar- chitecture,2009:2-13.

共引文献6

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部