NDLI: Intelligent Web Caching for E-learning Log Data

Content Provider	IEEE Xplore Digital Library
Author	Sulaiman, S. Shamsuddin, S.M. Forkan, F. Abraham, A. Sulaiman, S.
Copyright Year	2009
Abstract	E-learning has been a common online service to support teaching and learning in education. Universiti Teknologi Malaysia (UTM) has been using such service that is known as e-Learning@UTM since 2005. The demand for e-learning content increases dramatically every semester. The performance of e-learning servers reduces when the number of users for each semester keeps growing. Hence users often experience poor performance in accessing the e-learning contents or downloading files. Such problems are due to the problem in the performance of servers, network infrastructure and majority of users tend to access the same piece of information repetitively. Web caching has been recognized as an effective scheme to reduce service bottleneck, users’ access latency and network traffic. Therefore this paper will discuss an alternative way to tackle these problems by implementing a log data detection tool. This tool is capable to automatically directing either to cache or not to cache the objects in a document based on the log data (number of object hits, script size of objects, and time to receive object) in e-Learning@UTM to enhance such Web access.
Starting Page	136
Ending Page	141
File Size	498422
Page Count	6
File Format	PDF
ISBN	9781424441549
DOI	10.1109/AMS.2009.88
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-05-25
Publisher Place	Indonesia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	E-learning Neurons Web Caching Service oriented architecture Artificial neural networks Network servers Electronic learning Neurocomputing Turing machines Education Information services Internet Web sites Particle Swarm Optimization
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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