An implementation of rough set in optimizing mobile web caching performance
The stipulation of internet content rises dramatically in recent years. Servers have become extremely powerful and the bandwidth of end user connections and backbones grew constantly during the previous decade. Nonetheless, users frequently experience poor performance to access web sites or download...
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2008
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my.utm.124942017-10-02T07:44:04Z http://eprints.utm.my/id/eprint/12494/ An implementation of rough set in optimizing mobile web caching performance Sulaiman, Sarina Shamsuddin, Siti Mariyam Abraham, Ajith QA75 Electronic computers. Computer science The stipulation of internet content rises dramatically in recent years. Servers have become extremely powerful and the bandwidth of end user connections and backbones grew constantly during the previous decade. Nonetheless, users frequently experience poor performance to access web sites or download files primarily if mobile devices have been used due to their limited storage, processing, display, power and communication resources. The causes are often performance which access directly on the servers (e.g. pitiable performance of server-side applications or during burst crowds) and network infrastructure (e.g. long geographical distances, network overloads, etc.). Hence, the goal of this study is to propose Rough Set (RS) as a knowledge representation for uncertainty in data of client behavior and mobile event specification with resource dependencies to reduce latency by prefetching selected resources to resolve the problems in handling dynamic web pages. We conducted the trace-based experiments on the RS approach for better classification outcomes. Institute of Electrical and Electronics Engineers 2008 Book Section PeerReviewed Sulaiman, Sarina and Shamsuddin, Siti Mariyam and Abraham, Ajith (2008) An implementation of rough set in optimizing mobile web caching performance. In: Proceedings - UKSim 10th International Conference on Computer Modelling and Simulation, EUROSIM/UKSim2008. Institute of Electrical and Electronics Engineers, New York, pp. 655-660. ISBN 978-076953114-4 http://dx.doi.org/10.1109/UKSIM.2008.17 DOI:10.1109/UKSIM.2008.17 |
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QA75 Electronic computers. Computer science Sulaiman, Sarina Shamsuddin, Siti Mariyam Abraham, Ajith An implementation of rough set in optimizing mobile web caching performance |
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The stipulation of internet content rises dramatically in recent years. Servers have become extremely powerful and the bandwidth of end user connections and backbones grew constantly during the previous decade. Nonetheless, users frequently experience poor performance to access web sites or download files primarily if mobile devices have been used due to their limited storage, processing, display, power and communication resources. The causes are often performance which access directly on the servers (e.g. pitiable performance of server-side applications or during burst crowds) and network infrastructure (e.g. long geographical distances, network overloads, etc.). Hence, the goal of this study is to propose Rough Set (RS) as a knowledge representation for uncertainty in data of client behavior and mobile event specification with resource dependencies to reduce latency by prefetching selected resources to resolve the problems in handling dynamic web pages. We conducted the trace-based experiments on the RS approach for better classification outcomes. |
format |
Book Section |
author |
Sulaiman, Sarina Shamsuddin, Siti Mariyam Abraham, Ajith |
author_facet |
Sulaiman, Sarina Shamsuddin, Siti Mariyam Abraham, Ajith |
author_sort |
Sulaiman, Sarina |
title |
An implementation of rough set in optimizing mobile web caching performance |
title_short |
An implementation of rough set in optimizing mobile web caching performance |
title_full |
An implementation of rough set in optimizing mobile web caching performance |
title_fullStr |
An implementation of rough set in optimizing mobile web caching performance |
title_full_unstemmed |
An implementation of rough set in optimizing mobile web caching performance |
title_sort |
implementation of rough set in optimizing mobile web caching performance |
publisher |
Institute of Electrical and Electronics Engineers |
publishDate |
2008 |
url |
http://eprints.utm.my/id/eprint/12494/ http://dx.doi.org/10.1109/UKSIM.2008.17 |
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