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Conference Paper: Finding Frequent Items in SlidingWindows over Data Streams Using EBF[Show abstract] [Hide abstract]
ABSTRACT: This paper introduces the algorithm FIS-EBF for estimating the frequent items in sliding windows over data streams. FIS-EBF is Based the data structure named EBF (extensible bloom filter). Experiments show that FIS-EBF can work with high precision and recall, it is also showed that FIS-EBF is very efficient in terms of processing time.
Fudan UniversityShanghai, Shanghai Shi, China