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An implementation of rough set in optimizing mobile web caching performance

Sulaiman, Sarina and Shamsuddin, Siti Mariyam and Abraham, Ajith P. (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

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Official URL: http://dx.doi.org/10.1109/UKSIM.2008.17

Abstract

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.

Item Type:Book Section
Additional Information:UKSim 10th International Conference on Computer Modelling and Simulation, EUROSIM/UKSim2008; Cambridge; 1 April 2008 through 3 April 2008
Uncontrolled Keywords:artificial intelligence, computer systems, data handling, data storage equipment, display devices, fuzzy sets, information theory, knowledge based systems, knowledge representation, mobile devices, rapid solidification, rough set theory, servers, set theory, telecommunication equipment, websites communication resources, computer modelling, dynamic web-pages, end users, event specification, international conferences, internet content, limited storage, mobile web, network infrastructures, network overloads, poor performance, pre-fetching, R S approach, resource dependencies, rough sets, world wide web
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions:Computer Science and Information System (Formerly known)
ID Code:12494
Deposited By: Liza Porijo
Deposited On:03 Jun 2011 05:20
Last Modified:22 Jul 2011 09:27

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