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METHODS AND SYSTEMS FOR AGGREGATING DISTRIBUTION APPROXIMATIONS
METHODS AND SYSTEMS FOR AGGREGATING DISTRIBUTION APPROXIMATIONS
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机译:聚集分布近似的方法和系统
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摘要
Techniques for efficiently generating aggregate distribution approximations are disclosed. In some embodiments, a system receives a plurality of piecewise approximations that represent different distributions of a set of values on at least one computing resource. Based on the plurality of piecewise approximations, a set of clusters are generated, within volatile or non-volatile memory, that approximate an aggregate distribution of the set of metric values on the at least one computing resource. The set of clusters is transformed, within volatile or non-volatile memory, to an aggregate piecewise approximation of a function for the set of metric values on the at least one computing resource.
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