Matches in SemOpenAlex for { <https://semopenalex.org/work/W2138469195> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W2138469195 abstract "In this paper, we develop a peer-to-peer (P2P) traffic identifier to facilitate quality of service (QoS) control in edge routers. Currently, since P2P applications consume a great percentage of Internet bandwidth, certain network optimization strategies are needed to improve the network performance. Traffic identification is the most important component that could be adopted in these optimization strategies. In this paper, we focus on developing a machine learning strategy to perform quick identification, and continuous tracking of flows associated with various P2P media streaming and file sharing applications. With the use of Random Forests (RF) and evaluated by using 10-fold cross validation, our method achieves greater than 98% accuracy rate and 89% precision rate of identifying the P2P flows, with less than 1% false positive rate. With the help of winner-take-all strategy, the generalization performance of using the RF built with data collected from one network to classify flows in other networks can achieve accuracy of being over 97%, with the precision being over 81% and the FP rate being below 2%." @default.
- W2138469195 created "2016-06-24" @default.
- W2138469195 creator A5016730899 @default.
- W2138469195 creator A5020456369 @default.
- W2138469195 creator A5032029747 @default.
- W2138469195 creator A5044591447 @default.
- W2138469195 creator A5067451442 @default.
- W2138469195 creator A5076651937 @default.
- W2138469195 creator A5080472003 @default.
- W2138469195 date "2008-10-01" @default.
- W2138469195 modified "2023-10-18" @default.
- W2138469195 title "Generalization performance analysis of flow-based peer-to-peer traffic identification" @default.
- W2138469195 cites W1495633614 @default.
- W2138469195 cites W1559810148 @default.
- W2138469195 cites W1710835340 @default.
- W2138469195 cites W1930624869 @default.
- W2138469195 cites W2012095206 @default.
- W2138469195 cites W2055261595 @default.
- W2138469195 cites W2120955848 @default.
- W2138469195 cites W2130497626 @default.
- W2138469195 cites W2144098589 @default.
- W2138469195 cites W2911964244 @default.
- W2138469195 doi "https://doi.org/10.1109/mlsp.2008.4685491" @default.
- W2138469195 hasPublicationYear "2008" @default.
- W2138469195 type Work @default.
- W2138469195 sameAs 2138469195 @default.
- W2138469195 citedByCount "2" @default.
- W2138469195 countsByYear W21384691952016 @default.
- W2138469195 crossrefType "proceedings-article" @default.
- W2138469195 hasAuthorship W2138469195A5016730899 @default.
- W2138469195 hasAuthorship W2138469195A5020456369 @default.
- W2138469195 hasAuthorship W2138469195A5032029747 @default.
- W2138469195 hasAuthorship W2138469195A5044591447 @default.
- W2138469195 hasAuthorship W2138469195A5067451442 @default.
- W2138469195 hasAuthorship W2138469195A5076651937 @default.
- W2138469195 hasAuthorship W2138469195A5080472003 @default.
- W2138469195 hasConcept C110875604 @default.
- W2138469195 hasConcept C116834253 @default.
- W2138469195 hasConcept C120314980 @default.
- W2138469195 hasConcept C124101348 @default.
- W2138469195 hasConcept C136764020 @default.
- W2138469195 hasConcept C154504017 @default.
- W2138469195 hasConcept C2776257435 @default.
- W2138469195 hasConcept C31258907 @default.
- W2138469195 hasConcept C41008148 @default.
- W2138469195 hasConcept C5119721 @default.
- W2138469195 hasConcept C534932454 @default.
- W2138469195 hasConcept C59822182 @default.
- W2138469195 hasConcept C86803240 @default.
- W2138469195 hasConceptScore W2138469195C110875604 @default.
- W2138469195 hasConceptScore W2138469195C116834253 @default.
- W2138469195 hasConceptScore W2138469195C120314980 @default.
- W2138469195 hasConceptScore W2138469195C124101348 @default.
- W2138469195 hasConceptScore W2138469195C136764020 @default.
- W2138469195 hasConceptScore W2138469195C154504017 @default.
- W2138469195 hasConceptScore W2138469195C2776257435 @default.
- W2138469195 hasConceptScore W2138469195C31258907 @default.
- W2138469195 hasConceptScore W2138469195C41008148 @default.
- W2138469195 hasConceptScore W2138469195C5119721 @default.
- W2138469195 hasConceptScore W2138469195C534932454 @default.
- W2138469195 hasConceptScore W2138469195C59822182 @default.
- W2138469195 hasConceptScore W2138469195C86803240 @default.
- W2138469195 hasLocation W21384691951 @default.
- W2138469195 hasOpenAccess W2138469195 @default.
- W2138469195 hasPrimaryLocation W21384691951 @default.
- W2138469195 hasRelatedWork W1504006543 @default.
- W2138469195 hasRelatedWork W1568263432 @default.
- W2138469195 hasRelatedWork W1582490518 @default.
- W2138469195 hasRelatedWork W1591008877 @default.
- W2138469195 hasRelatedWork W1772332298 @default.
- W2138469195 hasRelatedWork W2001888460 @default.
- W2138469195 hasRelatedWork W2002542177 @default.
- W2138469195 hasRelatedWork W2105844838 @default.
- W2138469195 hasRelatedWork W2140413432 @default.
- W2138469195 hasRelatedWork W2370510138 @default.
- W2138469195 isParatext "false" @default.
- W2138469195 isRetracted "false" @default.
- W2138469195 magId "2138469195" @default.
- W2138469195 workType "article" @default.