发明名称 Dynamic Data Partitioning For Optimal Resource Utilization In A Parallel Data Processing System
摘要 A method, computer program product, and system for dynamically distributing data for parallel processing in a computing system, comprising allocating a data buffer to each of a plurality of data partitions, where each data buffer stores data to be processed by its corresponding data partition, distributing data in multiple rounds to the data buffers for processing by the data partitions, where in each round the data is distributed based on a determined data processing capacity for each data partition, and where a greater amount of data is distributed to the data partitions with higher determined processing capacities, and periodically monitoring usage of each data buffer and re-determining the determined data processing capacity of each data partition based on its corresponding data buffer usage.
申请公布号 US2012278586(A1) 申请公布日期 2012.11.01
申请号 US201113094074 申请日期 2011.04.26
申请人 CAUFIELD BRIAN K.;DING FAN;SHUM MI WAN;WEI DONG JIE;WONG SAMUEL HK;INTERNATIONAL BUSINESS MACHINES CORPORATION 发明人 CAUFIELD BRIAN K.;DING FAN;SHUM MI WAN;WEI DONG JIE;WONG SAMUEL HK
分类号 G06F12/02 主分类号 G06F12/02
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