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Fast Bloom Filters and Their Generalization
IEEE Transactions on Parallel and Distributed Systems, 2014Bloom filters have been extensively applied in many network functions. Their performance is judged by three criteria: query overhead, space requirement, and false positive ratio. Due to wide applicability, any improvement to the performance of Bloom filters can potentially have a broad impact in many areas of networking research.
Yan Qiao, Tao Li 0013, Shigang Chen
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Dynamic reordering bloom filter
2017 19th Asia-Pacific Network Operations and Management Symposium (APNOMS), 2017In order to check a membership in multiple sets of bloom filter in a dynamic bloom filter, a sequential search is usually used. Since the distribution of queried data is unpredictable because the distribution has a feature of temporal locality. Therefore more search cost is incurred if queried data is stored in the peer which is corresponded to the ...
Da-Chung Chang +2 more
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Evaluation of the Structured Bloom Filter
2010 International Conference on Complex, Intelligent and Software Intensive Systems, 2010A Bloom filter offers a simple space-efficient randomized data structure for representing a set in order to support membership queries. The Bloom filter has become attractive as one of the methods of looking up data in the distributed system. Since two or more keywords can be used in the method based on the Bloom filter, it is more flexible than the ...
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Bloom Filters in Probabilistic Verification
2004Probabilistic techniques for verification of finite-state transition systems offer huge memory savings over deterministic techniques. The two leading probabilistic schemes are hash compaction and the bitstate method, which stores states in a Bloom filter. Bloom filters have been criticized for being slow, inaccurate, and memory-inefficient, but in this
Peter C. Dillinger, Panagiotis Manolios
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A second look at bloom filters
Communications of the ACM, 1983This note deals with a paper by Gremillion demonstrating the simulation approach to the design of a Bloom filter. It is shown that an analytical approach can yield insights into competing filter design and give expected values for the goodness-of-hash transformations not available with simulation.
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deepBF: Malicious URL detection using learned Bloom Filter and evolutionary deep learning
Computer Communications, 2023Sabuzima Nayak +2 more
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Ternary Bloom Filter Improving Counting Bloom Filter
Journal of the Institute of Electronics and Information Engineers, 2017Hayoung Byun, Jungwon Lee, Hyesook Lim
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Iris template protection using double bloom filter based feature transformation
Computers and Security, 2020Ajish Sreedharan
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PassDB: A password database with strict privacy protocol using 3D Bloom filter
Information Sciences, 2020Sabuzima Nayak +2 more
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