Breaking Down Memory Walls in LSM-based Storage Systems

Breaking Down Memory Walls in LSM-based Storage Systems
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打破基于 LSM 的存储系统中的内存墙

DOI:
10.1145/3318464.3384399
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发表时间:
2020
期刊:
Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data (SIGMOD’20
影响因子:
--
通讯作者:
Luo, Chen
Luo, Chen
中科院分区:
--
文献类型:
--
作者:
Luo, Chen

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日志结构归并树(LSM-tree)[16,18]广泛应用于现代NoSQL系统中。与传统的就地更新结构不同,LSM树首先缓冲内存中的所有写操作,然后在内存满时将这些写操作刷新到磁盘。磁盘上的组件通常被组织成大小呈指数级增长的级别,其中较小的级别在填满时合并到相邻的较大级别中。为了限制合并占用的临时磁盘空间,现代LSM树实现通常将一个磁盘组件划分为许多固定大小的SSTable
The log-structured merge-tree (LSM-tree) [16, 18] is widely used in modern NoSQL systems. Different from traditional update-in-place structures, an LSM-tree first buffers all writes in memory, which are subsequently flushed to disk when memory is full. The on-disk components are usually organized into levels of exponentially increasing sizes, where a smaller level is merged into the adjacent larger level when it fills up. To bound the temporary disk space occupied by merges, modern LSM-tree implementations often range partition a disk component into many fixed-size SSTables
DOI: 10.1002/spe.2799
发表时间: 2020-02
期刊: Software: Practice and Experience
影响因子: --
作者:
Taewoo Kim;Alexander Behm;Michael Blow;V. Borkar;Yingyi Bu;M. Carey;Murtadha Ai Hubail;Shiva Jahangiri;Jianfeng Jia;Chen Li;Chen Luo;Ian Maxon;Pouria Pirzadeh
通讯作者: Taewoo Kim;Alexander Behm;Michael Blow;V. Borkar;Yingyi Bu;M. Carey;Murtadha Ai Hubail;Shiva Jahangiri;Jianfeng Jia;Chen Li;Chen Luo;Ian Maxon;Pouria Pirzadeh