VectorizedImplementation
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《The Design and Implementation of Modern Column-Oriented Database System》读书笔记
OverviewDatabase system performance is directly related to the efficiency of the system at storing data on primary storage (e.g., disk) and moving it into CPU registers for processing.Data transfer costs from storage are often the major performance bot..原创 2021-04-12 11:20:15 · 1053 阅读 · 0 评论 -
理解VectorWise about column-oriented database
OverviewMany problems of MonetDB were addressed by a new system, developed in the same research group at CWI, called VectorWise.The main innocatio in VectorWise is its vectorized execution model which strikes a balance between full materialization of i..原创 2021-04-12 11:17:31 · 377 阅读 · 0 评论 -
理解MonetDB about column-oriented database
OverviewMonetDB is designed from scratch focusing on handling analytical workloads efficiently on modern hardware.Column-at-a-timeMonetDB stores data one column-at-a-time both in memory and on disk and exploits bulk processing and late materializati..原创 2021-04-12 11:16:32 · 356 阅读 · 1 评论 -
理解向量化编程Vectorized Implementation
Vectorization“Vectorization” is the process of rewriting a loop so that instead of processing a single element of an array N times.Array ProgrammingArray programming refers to solutions which allow the application of operations to an entire set of v..原创 2021-03-31 17:59:08 · 564 阅读 · 0 评论
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