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Rio: Fast B+-Tree Based on Remote Accessible Non-Volatile Memory

机译:力拓:基于远程可访问非易失性内存的快速B +树

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摘要

Emerging Non-Volatile Memory (NVM) technologies, such as 3DXPoint, incorporating the merits of non-access speeds comparable to DRAM and storage-like persistence and capacity, hit the market in the near future. It is challenging to using NVMs in main memory way in view of NVMs' durability, limited write endurance, and so on; as one of the crucial features of data structures designed for NVMs, data consistency needs to be taken care of explicitly so that the stored data in NVM can survive the system failure. However, data consistency comes at the cost of data concurrency, even in the distributed environment, especially for the ultra-low latency Remote Direct Memory Access (RDMA) technology. In this paper, we implement one variant Non-Volatile B+-Tree, Rio, based-on remote direct accessible NVM, preliminary experimental result shows that insertion throughput of Rio is circa 56% better than that of server-centric Non-Volatile B+-Tree.
机译:诸如3DXPoint之类的新兴非易失性内存(NVM)技术结合了可与DRAM相媲美的非访问速度的优点以及类似存储的持久性和容量,在不久的将来会推向市场。考虑到NVM的耐用性,有限的写入耐力等,在主内存中使用NVM具有挑战性。作为专为NVM设计的数据结构的关键特性之一,需要明确考虑数据的一致性,以便NVM中存储的数据可以在系统故障后幸免。但是,即使在分布式环境中,数据一致性也要以数据并发为代价,特别是对于超低延迟的远程直接内存访问(RDMA)技术而言。在本文中,我们基于远程直接可访问的NVM实现了Rio的一种变体Non-Volatile B + -Tree,初步实验结果表明,Rio的插入吞吐量比以服务器为中心的Non-Volatile的插入吞吐量高约56%。 B +树。

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