Staff View: A framework of rough-cultural algorithm in optimizing mobile web caching performance

A framework of rough-cultural algorithm 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 grow constantly during the previous decade. Nonetheless, users frequently experience poor performance in accessing web sites or downl...

Full description

Saved in:

Bibliographic Details
Main Authors:	Sulaiman, Sarina, Shamsuddin, Siti Mariyam, Abraham, Ajith
Format:	Conference or Workshop Item
Published:	2007
Subjects:	QA75 Electronic computers. Computer science ZA Information resources
Online Access:	http://eprints.utm.my/id/eprint/25401/
Tags:	Add Tag No Tags, Be the first to tag this record!

id	my.utm.25401
record_format	eprints
spelling	my.utm.254012017-09-20T06:36:45Z http://eprints.utm.my/id/eprint/25401/ A framework of rough-cultural algorithm in optimizing mobile web caching performance Sulaiman, Sarina Shamsuddin, Siti Mariyam Abraham, Ajith QA75 Electronic computers. Computer science ZA Information resources The stipulation of internet content rises dramatically in recent years. Servers have become extremely powerful and the bandwidth of end user connections and backbones grow constantly during the previous decade. Nonetheless, users frequently experience poor performance in accessing web sites or downloading files primarily when they use mobile devices due to their limited storage, processing, display, power and communication resources.. The common cause of poor performance is due to the direct access to the server (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. Simultaneously, Cultural Algorithms (CA) will be exploited to optimize the performance of proxy caching in accumulating the knowledge between each generation. Consequently, The proposed caching scheme, Rough Cultural Algorithm (RCA) is developed to materialise the caching policies. 2007 Conference or Workshop Item PeerReviewed Sulaiman, Sarina and Shamsuddin, Siti Mariyam and Abraham, Ajith (2007) A framework of rough-cultural algorithm in optimizing mobile web caching performance. In: A Workshop on Hybrid Soft Computing (HSC 2007), 3rd Dec 2007, Sofitel Palm Resort, Johor Bahru.
institution	Universiti Teknologi Malaysia
building	UTM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknologi Malaysia
content_source	UTM Institutional Repository
url_provider	http://eprints.utm.my/
topic	QA75 Electronic computers. Computer science ZA Information resources
spellingShingle	QA75 Electronic computers. Computer science ZA Information resources Sulaiman, Sarina Shamsuddin, Siti Mariyam Abraham, Ajith A framework of rough-cultural algorithm in optimizing mobile web caching performance
description	The stipulation of internet content rises dramatically in recent years. Servers have become extremely powerful and the bandwidth of end user connections and backbones grow constantly during the previous decade. Nonetheless, users frequently experience poor performance in accessing web sites or downloading files primarily when they use mobile devices due to their limited storage, processing, display, power and communication resources.. The common cause of poor performance is due to the direct access to the server (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. Simultaneously, Cultural Algorithms (CA) will be exploited to optimize the performance of proxy caching in accumulating the knowledge between each generation. Consequently, The proposed caching scheme, Rough Cultural Algorithm (RCA) is developed to materialise the caching policies.
format	Conference or Workshop Item
author	Sulaiman, Sarina Shamsuddin, Siti Mariyam Abraham, Ajith
author_facet	Sulaiman, Sarina Shamsuddin, Siti Mariyam Abraham, Ajith
author_sort	Sulaiman, Sarina
title	A framework of rough-cultural algorithm in optimizing mobile web caching performance
title_short	A framework of rough-cultural algorithm in optimizing mobile web caching performance
title_full	A framework of rough-cultural algorithm in optimizing mobile web caching performance
title_fullStr	A framework of rough-cultural algorithm in optimizing mobile web caching performance
title_full_unstemmed	A framework of rough-cultural algorithm in optimizing mobile web caching performance
title_sort	framework of rough-cultural algorithm in optimizing mobile web caching performance
publishDate	2007
url	http://eprints.utm.my/id/eprint/25401/
_version_	1643647581783326720
score	13.211869

A framework of rough-cultural algorithm in optimizing mobile web caching performance

Similar Items