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Computation of composite functions in a map-reduce framework
专利权人:
International Business Machines Corporation
发明人:
Levitan Svetlana,Spisic Damir
申请号:
US201614986810
公开号:
US9916344(B2)
申请日:
2016.01.04
申请国别(地区):
美国
年份:
2018
代理人:
Ashworth Alexa L.`Rudberg Walter L.`Restauro Brian M.
摘要:
Embodiments of the present invention provide efficient systems and methods for processing large data sets using a composite function. Embodiments of the present invention can be used to compute a broad range of composite functions in a single map-reduce job. Each mapper computes an additive function G on a set of specified data partitions, and then passes the results to one or more reducers. The one or more reducers can then compute a function F, using the aggregate results of function G and data from a single partition.
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