利用主存数据库中的硬件事务内存

Viktor Leis, A. Kemper, Thomas Neumann
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引用次数: 105

摘要

到目前为止,事务性内存虽然是一种很有前途的技术,但却缺乏有效的硬件实现。英特尔即将推出的Haswell微架构在主流cpu中引入了硬件事务性内存(HTM)。HTM支持高效的并发原子操作,这在数据库上下文中也是非常需要的。另一方面,HTM有一些限制,通常会阻止数据库事务到HTM事务的一对一映射。在这项工作中,我们设计了几个可用于在主存数据库中利用HTM的构建块。我们展示了HTM允许通过仔细控制数据布局和访问模式来实现几乎无锁的数据库事务处理。HTM组件用于检测(不常见的)冲突,这允许以乐观的方式执行并发事务,因此开销非常低。
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Exploiting hardware transactional memory in main-memory databases
So far, transactional memory-although a promising technique-suffered from the absence of an efficient hardware implementation. The upcoming Haswell microarchitecture from Intel introduces hardware transactional memory (HTM) in mainstream CPUs. HTM allows for efficient concurrent, atomic operations, which is also highly desirable in the context of databases. On the other hand HTM has several limitations that, in general, prevent a one-to-one mapping of database transactions to HTM transactions. In this work we devise several building blocks that can be used to exploit HTM in main-memory databases. We show that HTM allows to achieve nearly lock-free processing of database transactions by carefully controlling the data layout and the access patterns. The HTM component is used for detecting the (infrequent) conflicts, which allows for an optimistic, and thus very low-overhead execution of concurrent transactions.
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