漫步量化

Overview Database 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..

Overview Many 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..

Overview MonetDB is designed from scratch focusing on handling analytical workloads efficiently on modern hardware. Column-at-a-time MonetDB stores data one column-at-a-time both in memory and on disk and exploits bulk processing and late materializati..

Vectorization “Vectorization” is the process of rewriting a loop so that instead of processing a single element of an array N times. Array Programming Array programming refers to solutions which allow the application of operations to an entire set of v..