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Using Genetic Algorithms to Optimize Web Caching in Multimedia-Integrated e-Learning Content

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dc.creator Kipruto, Cheruiyot W.
dc.creator Tan, Guan Z.
dc.creator Musau, Felix
dc.creator Mushi, Joseph C.
dc.date 2016-07-25T16:45:00Z
dc.date 2016-07-25T16:45:00Z
dc.date 2011
dc.date.accessioned 2018-03-27T08:52:58Z
dc.date.available 2018-03-27T08:52:58Z
dc.identifier Kipruto, C.W., Tan, G.Z., Musau, F. and Mushi, J.C., 2011. Using genetic algorithms to optimize web caching in multimedia-integrated e-learning content. International Journal of Digital Content Technology and its applications, 5(8).
dc.identifier http://hdl.handle.net/20.500.11810/3426
dc.identifier 10.4156/jdcta.vol5.issue8.7
dc.identifier.uri http://hdl.handle.net/20.500.11810/3426
dc.description The evolution of e-learning as a new information technology built around the use of internet has originated new possibilities to develop pedagogical methodologies that provide the necessary knowledge and skills in the higher education environment. This has in effect given rise to a large number of learners who desire to access the educational resources provided by the new technology. But for many institutions of higher learning, the users often experiences poor performance when they try to access contents or download e-learning files. The main reasons for such are often performance problems concerning network infrastructure and the fact that many people tend to access the same piece of information repetitively. This paper uses web caching scheme and genetic algorithm optimization to effectively lessen this service bottleneck, diminish the user access latency and reduce the network traffic.
dc.language en
dc.subject Multimedia Integrated E-learning
dc.subject Web Cache
dc.subject Genetic algorithms
dc.title Using Genetic Algorithms to Optimize Web Caching in Multimedia-Integrated e-Learning Content
dc.type Journal Article, Peer Reviewed


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