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Bloom Filters in Adversarial Environments [PDF]
Many efficient data structures use randomness, allowing them to improve upon deterministic ones. Usually, their efficiency and correctness are analyzed using probabilistic tools under the assumption that the inputs and queries are independent of the ...
Naor, Moni, Yogev, Eylon
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A Bloom filter is a method for reducing the space (memory) required for representing a set by allowing a small error probability. In this paper we consider a \emph{Sliding Bloom Filter}: a data structure that, given a stream of elements, supports ...
Naor, Moni, Yogev, Eylon
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Paulo Sérgio Almeida +3 more
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AbstractUltra-large chemical libraries are reaching 10s to 100s of billions of molecules. A challenge for these libraries is to efficiently check if a proposed molecule is present. Here we propose and study Bloom filters for testing if a molecule is present in a set using either string or fingerprint representations.
Jorge Medina, Andrew D. White
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A Cuckoo Filter Modification Inspired by Bloom Filter [PDF]
Probabilistic data structures are so popular in membership queries, network applications, and so on. Bloom Filter and Cuckoo Filter are two popular space efficient models that incorporate in set membership checking part of many important protocols.
Hananeh Sasaniyan Asl +2 more
doaj +1 more source
Fully pipelined bloom filter architecture [PDF]
Recently, we proposed a two-stage pipelined Bloom filter architecture to save power for network security applications. In this letter, we generalize the pipelined Bloom filter architecture to k-stage and show that significant power savings can be ...
Koçak, T, Paynter, M
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A Review on Role of Bloom Filter on DNA Assembly
The advancement of DNA assembly techniques has greatly boosted up the bioinformatics research and discovery. More precisely, DNA assembly has achieved tremendous popularity due to the ability to decode the hidden information in the DNA.
Sabuzima Nayak, Ripon Patgiri
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Deep Learning-Based Bloom Filter for Efficient Multi-key Membership Testing
Multi-key membership testing plays a crucial role in computing systems and networking applications, encompassing web search, mail systems, distributed databases, firewalls, and network routing.
Haitian Chen +6 more
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The Distributed Bloom Filter is a space-efficient, probabilistic data structure designed to perform more efficient set reconciliations in distributed systems. It guarantees eventual consistency of states between nodes in a system, while still keeping bloom filter sizes as compact as possible.
Lum Ramabaja, Arber Avdullahu
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