Matches in SemOpenAlex for { <https://semopenalex.org/work/W63016449> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W63016449 endingPage "440" @default.
- W63016449 startingPage "419" @default.
- W63016449 abstract "A multimedia surveillance system has to sustain high computational loads. Such a system needs to intelligently learn the characteristics of the workload that it is going to handle. The knowledge of the workload also provides a strong basis for design and optimization of the system components. To efficiently use this knowledge, we need an analytical model of the workload. The traditional multimedia workload models used in other domains are not appropriate for surveillance systems. In other domains, the workload characteristics are mainly derived from the statistical properties of the data,whereas in the case of surveillance, the semantics play a dominant role in determining the processing needs. In this chapter, we discuss popular workload models from other domains and explore their applicability to surveillance systems. We find that none of those models describe the workload accurately in surveillance context. Following this observation, we propose a novel Markov chain based formal model of multimedia workload for surveillance systems. Different states of the Markov chain meticulously capture the variability of the workload. The model is validated with real surveillance data. Subsequently, we describe performance analysis of a real surveillance system based on the proposed model." @default.
- W63016449 created "2016-06-24" @default.
- W63016449 creator A5016415049 @default.
- W63016449 creator A5034818486 @default.
- W63016449 creator A5063160375 @default.
- W63016449 date "2013-01-01" @default.
- W63016449 modified "2023-09-23" @default.
- W63016449 title "Workload Modeling for Multimedia Surveillance Systems" @default.
- W63016449 cites W1522502157 @default.
- W63016449 cites W1583510555 @default.
- W63016449 cites W1820389309 @default.
- W63016449 cites W1979918151 @default.
- W63016449 cites W1987517671 @default.
- W63016449 cites W1995987007 @default.
- W63016449 cites W2002401184 @default.
- W63016449 cites W2015370755 @default.
- W63016449 cites W2018666903 @default.
- W63016449 cites W2058521308 @default.
- W63016449 cites W2061500751 @default.
- W63016449 cites W2062626145 @default.
- W63016449 cites W2086433212 @default.
- W63016449 cites W2101041618 @default.
- W63016449 cites W2121120248 @default.
- W63016449 cites W2130106665 @default.
- W63016449 cites W2134599301 @default.
- W63016449 cites W2152923781 @default.
- W63016449 cites W3007863253 @default.
- W63016449 cites W3151832975 @default.
- W63016449 cites W4206178832 @default.
- W63016449 doi "https://doi.org/10.1007/978-3-642-28699-5_16" @default.
- W63016449 hasPublicationYear "2013" @default.
- W63016449 type Work @default.
- W63016449 sameAs 63016449 @default.
- W63016449 citedByCount "3" @default.
- W63016449 countsByYear W630164492014 @default.
- W63016449 countsByYear W630164492015 @default.
- W63016449 countsByYear W630164492016 @default.
- W63016449 crossrefType "book-chapter" @default.
- W63016449 hasAuthorship W63016449A5016415049 @default.
- W63016449 hasAuthorship W63016449A5034818486 @default.
- W63016449 hasAuthorship W63016449A5063160375 @default.
- W63016449 hasConcept C111919701 @default.
- W63016449 hasConcept C119857082 @default.
- W63016449 hasConcept C151730666 @default.
- W63016449 hasConcept C2778476105 @default.
- W63016449 hasConcept C2779343474 @default.
- W63016449 hasConcept C41008148 @default.
- W63016449 hasConcept C79403827 @default.
- W63016449 hasConcept C86803240 @default.
- W63016449 hasConcept C98763669 @default.
- W63016449 hasConceptScore W63016449C111919701 @default.
- W63016449 hasConceptScore W63016449C119857082 @default.
- W63016449 hasConceptScore W63016449C151730666 @default.
- W63016449 hasConceptScore W63016449C2778476105 @default.
- W63016449 hasConceptScore W63016449C2779343474 @default.
- W63016449 hasConceptScore W63016449C41008148 @default.
- W63016449 hasConceptScore W63016449C79403827 @default.
- W63016449 hasConceptScore W63016449C86803240 @default.
- W63016449 hasConceptScore W63016449C98763669 @default.
- W63016449 hasLocation W630164491 @default.
- W63016449 hasOpenAccess W63016449 @default.
- W63016449 hasPrimaryLocation W630164491 @default.
- W63016449 hasRelatedWork W2039836583 @default.
- W63016449 hasRelatedWork W2088776620 @default.
- W63016449 hasRelatedWork W2092253675 @default.
- W63016449 hasRelatedWork W2314755979 @default.
- W63016449 hasRelatedWork W2316625570 @default.
- W63016449 hasRelatedWork W2329086085 @default.
- W63016449 hasRelatedWork W2390710122 @default.
- W63016449 hasRelatedWork W2392884863 @default.
- W63016449 hasRelatedWork W2929716001 @default.
- W63016449 hasRelatedWork W3008868450 @default.
- W63016449 isParatext "false" @default.
- W63016449 isRetracted "false" @default.
- W63016449 magId "63016449" @default.
- W63016449 workType "book-chapter" @default.