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Large-scale surveillance video analytic is a kind of typical big data application. The Spark framework combined with Hadoop Distributed File System (HDFS) is a promising solution for the efficient surveillance video processing. However, the current HDFS distributes data to multiple nodes according to the disk space availability, and this data placement mode will lead to the serious skew of the video...
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