Yinjun Wu, Kwanghyun Park, Rathijit Sen, Brian Kroth, Jaeyoung Do
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引用次数: 28
摘要
非易失性存储器(NVM)是一种新兴的存储技术,它既具有大容量存储设备的持久性,又具有传统DRAM存储器的低访问延迟和字节寻址能力。在本文中,我们对最近发布的NVM设备Intel Optane DC Persistent Memory (PMem)在不同配置下使用几个微基准测试工具进行了广泛的性能评估。此外,我们在使用PMem作为缓冲池或持久存储时,使用Microsoft SQL Server 2019评估OLTP和OLAP数据库工作负载。从吸取的经验教训中,我们分享了一些关于未来使用PMem设计DBMS的建议,例如,简单的硬件或软件更改不足以在DBMS中最好地使用PMem。
Lessons learned from the early performance evaluation of Intel optane DC persistent memory in DBMS
Non-volatile memory (NVM) is an emerging technology, which has the persistence characteristics of large capacity storage devices, while providing the low access latency and byte-addressablity of traditional DRAM memory. In this paper, we provide extensive performance evaluations on a recently released NVM device, Intel Optane DC Persistent Memory (PMem), under different configurations with several micro-benchmark tools. Further, we evaluate OLTP and OLAP database workloads with Microsoft SQL Server 2019 when using PMem as buffer pool or persistent storage. From the lessons learned we share some recommendations for future DBMS design with PMem, e.g. simple hardware or software changes are not enough for the best use of PMem in DBMSs.