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Titlebook: Applications of Data Management and Analysis; Case Studies in Soci Mohammad Moshirpour,Behrouz H. Far,Reda Alhajj Book 2018 Springer Nature

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楼主: papyrus
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A Sliding-Window Algorithm Implementation in MapReduce,d to facilitate the data processing a sequential order, e.g., moving average. The algorithm utilizes the MapReduce job metadata, e.g., input split size, to prepare the shared data between the computing nodes without violating the MapReduce fault tolerance handling mechanism.
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Temporal Dependency Between Evolution of Features and Dynamic Social Networks, social media dataset. By extracting the most prominent features of the network after a specific time period with an unsupervised feature selection method, we computed the correlation between their evolution which was not uniformly distributed over the time span.
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