Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386352011> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W4386352011 endingPage "246" @default.
- W4386352011 startingPage "234" @default.
- W4386352011 abstract "Abstract 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. Traditional approaches, such as the Bloom filter, encounter limitations within this specific context. Addressing these challenges, we propose the Multi-key Learned Bloom Filter (MLBF), a hybrid method that combines machine learning techniques with the Bloom filter. The MLBF introduces a value-interaction-based multi-key classifier and a multi-key Bloom filter. Furthermore, we introduce an Interval-based MLBF approach, which categorizes keys into specific intervals based on data distribution to minimize the False Positive Rate (FPR). Additionally, MLBF incorporates an out-of-distribution (OOD) detection component to identify data shifts. Through extensive experimental evaluations on three authentic datasets, we demonstrate the superiority of the proposed MLBF in terms of FPR and query efficiency." @default.
- W4386352011 created "2023-09-02" @default.
- W4386352011 creator A5002283678 @default.
- W4386352011 creator A5022411883 @default.
- W4386352011 creator A5032749574 @default.
- W4386352011 creator A5037688225 @default.
- W4386352011 creator A5045134787 @default.
- W4386352011 creator A5053083043 @default.
- W4386352011 creator A5088503143 @default.
- W4386352011 date "2023-09-01" @default.
- W4386352011 modified "2023-10-15" @default.
- W4386352011 title "Deep Learning-Based Bloom Filter for Efficient Multi-key Membership Testing" @default.
- W4386352011 cites W1580997674 @default.
- W4386352011 cites W1967373117 @default.
- W4386352011 cites W1981420413 @default.
- W4386352011 cites W2064675550 @default.
- W4386352011 cites W2117354552 @default.
- W4386352011 cites W2123845384 @default.
- W4386352011 cites W2131491007 @default.
- W4386352011 cites W2136986825 @default.
- W4386352011 cites W2141504882 @default.
- W4386352011 cites W2144982963 @default.
- W4386352011 cites W2604662567 @default.
- W4386352011 cites W2962771342 @default.
- W4386352011 cites W2963351448 @default.
- W4386352011 cites W3204610735 @default.
- W4386352011 cites W4243150065 @default.
- W4386352011 cites W4243780314 @default.
- W4386352011 cites W4255033750 @default.
- W4386352011 cites W4380433150 @default.
- W4386352011 doi "https://doi.org/10.1007/s41019-023-00224-9" @default.
- W4386352011 hasPublicationYear "2023" @default.
- W4386352011 type Work @default.
- W4386352011 citedByCount "0" @default.
- W4386352011 crossrefType "journal-article" @default.
- W4386352011 hasAuthorship W4386352011A5002283678 @default.
- W4386352011 hasAuthorship W4386352011A5022411883 @default.
- W4386352011 hasAuthorship W4386352011A5032749574 @default.
- W4386352011 hasAuthorship W4386352011A5037688225 @default.
- W4386352011 hasAuthorship W4386352011A5045134787 @default.
- W4386352011 hasAuthorship W4386352011A5053083043 @default.
- W4386352011 hasAuthorship W4386352011A5088503143 @default.
- W4386352011 hasBestOaLocation W43863520111 @default.
- W4386352011 hasConcept C106131492 @default.
- W4386352011 hasConcept C11413529 @default.
- W4386352011 hasConcept C119857082 @default.
- W4386352011 hasConcept C124101348 @default.
- W4386352011 hasConcept C147224247 @default.
- W4386352011 hasConcept C151730666 @default.
- W4386352011 hasConcept C154945302 @default.
- W4386352011 hasConcept C26517878 @default.
- W4386352011 hasConcept C2779343474 @default.
- W4386352011 hasConcept C31972630 @default.
- W4386352011 hasConcept C38652104 @default.
- W4386352011 hasConcept C41008148 @default.
- W4386352011 hasConcept C86803240 @default.
- W4386352011 hasConcept C95623464 @default.
- W4386352011 hasConcept C95922358 @default.
- W4386352011 hasConceptScore W4386352011C106131492 @default.
- W4386352011 hasConceptScore W4386352011C11413529 @default.
- W4386352011 hasConceptScore W4386352011C119857082 @default.
- W4386352011 hasConceptScore W4386352011C124101348 @default.
- W4386352011 hasConceptScore W4386352011C147224247 @default.
- W4386352011 hasConceptScore W4386352011C151730666 @default.
- W4386352011 hasConceptScore W4386352011C154945302 @default.
- W4386352011 hasConceptScore W4386352011C26517878 @default.
- W4386352011 hasConceptScore W4386352011C2779343474 @default.
- W4386352011 hasConceptScore W4386352011C31972630 @default.
- W4386352011 hasConceptScore W4386352011C38652104 @default.
- W4386352011 hasConceptScore W4386352011C41008148 @default.
- W4386352011 hasConceptScore W4386352011C86803240 @default.
- W4386352011 hasConceptScore W4386352011C95623464 @default.
- W4386352011 hasConceptScore W4386352011C95922358 @default.
- W4386352011 hasFunder F4320321001 @default.
- W4386352011 hasIssue "3" @default.
- W4386352011 hasLocation W43863520111 @default.
- W4386352011 hasOpenAccess W4386352011 @default.
- W4386352011 hasPrimaryLocation W43863520111 @default.
- W4386352011 hasRelatedWork W1588510835 @default.
- W4386352011 hasRelatedWork W2162734706 @default.
- W4386352011 hasRelatedWork W2210675186 @default.
- W4386352011 hasRelatedWork W2332271486 @default.
- W4386352011 hasRelatedWork W2367330275 @default.
- W4386352011 hasRelatedWork W2556319748 @default.
- W4386352011 hasRelatedWork W2790400253 @default.
- W4386352011 hasRelatedWork W2899084033 @default.
- W4386352011 hasRelatedWork W3131264963 @default.
- W4386352011 hasRelatedWork W4285124583 @default.
- W4386352011 hasVolume "8" @default.
- W4386352011 isParatext "false" @default.
- W4386352011 isRetracted "false" @default.
- W4386352011 workType "article" @default.