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National Repository of Grey Literature

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Implementation of Bloom Filters in FPGA Matoušek, Denis ; Kaštil, Jan (referee) ; Žádník, Martin (advisor) The thesis deals with probabilistic data structure Bloom filter and its modifications - counting Bloom filter and multistage filter. The fundamentals of these data structures are explained and the mathematical equations describing their properties including the equation to minimize the false positive rate are shown. Appropriate hash function is chosen considering an implementation on a FPGA chip. Designs of architectures of the hash function and data structures are implemented in VHDL language and their synthesis is done. Its results are discussed considering occupied resources of a FPGA chip, a critical path and maximum frequency. Detailed record

Implementation of Bloom Filters in FPGA Matoušek, Denis ; Kaštil, Jan (referee) ; Žádník, Martin (advisor) The thesis deals with probabilistic data structure Bloom filter and its modifications - counting Bloom filter and multistage filter. The fundamentals of these data structures are explained and the mathematical equations describing their properties including the equation to minimize the false positive rate are shown. Appropriate hash function is chosen considering an implementation on a FPGA chip. Designs of architectures of the hash function and data structures are implemented in VHDL language and their synthesis is done. Its results are discussed considering occupied resources of a FPGA chip, a critical path and maximum frequency. Detailed record

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