重新考虑键值存储对于字节可寻址的开放持久内存

Sung-Ming Wu, Li-Pin Chang
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引用次数: 0

摘要

Optane Persistent Memory (PM)是面向商品系统的字节寻址PM的开创性解决方案。然而,Optane PM的性能对工作负载高度敏感,使得许多先前的键值(KV)存储设计效率低下。为了应对这一现实,我们提倡对Optane PM的KV商店设计进行重新思考。我们的设计遵循单流写入与托管多流读取(SWMR)的原则:通过单个写流将传入KV对写入PM,并由DRAM中的有序索引进行管理。通过异步排序和重写大的KV对集,范围查询通过管理并发流的数量来处理。YCSB结果表明,我们的设计在只写吞吐量和读写吞吐量方面分别比现有的设计提高了116%和21%。
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Rethinking key-value store for byte-addressable optane persistent memory
Optane Persistent Memory (PM) is a pioneering solution to byte-addressable PM for commodity systems. However, the performance of Optane PM is highly workload-sensitive, rendering many prior designs of Key-Value (KV) store inefficient. To cope with this reality, we advocate rethinking KV store design for Optane PM. Our design follows a principle of Single-stream Writing with managed Multi-stream Reading (SWMR): Incoming KV pairs are written to PM through a single write stream and managed by an ordered index in DRAM. Through asynchronously sorting and rewriting large sets of KV pairs, range queries are handled with a managed number of concurrent streams. YCSB results show that our design improved upon existing ones by 116% and 21% for write-only throughput and read-write throughput, respectively.
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