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In this paper, we present a Failure Prediction System (FPS) using a novel algorithm that extracts frequent anomalous behaviors based on multi-scale trend analysis of multiple network parameters. The proposed Correlation Analysis Across Parameters algorithm (CAAP) utilizes multiple levels of timescale analysis to reveal the frequent anomalous behaviors. The CAAP philosophy is that failures usually...
For Enterprise, how to discover the useful data, fresh knowledge and information in order to help decision makers quickly and accurately from the data ocean is an important question, this gives theorists and practitioners' new research direction. SJEP simulation algorithm which based on the logistics information platform can help maker decisions quickly and accurately to achieve the control of the...
This paper introduces improving rate and proposes the incremental mining algorithm for optimizing association rules based on CBA mining algorithm. Comparing with the traditional algorithm, the improved algorithm is fast, efficient in incremental data mining and can find trends in association rules. The decision making reliability is enhanced by the association rules obtained from the improved algorithm...
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