Samia Siddique

Work place: GC Women University Sialkot/ Department of Computer Science & Information Technology, Pakistan



Research Interests: Information Systems, Multimedia Information System, Information Theory


Samia Siddique is a student at the Department of Information technology at the government college women university Sialkot. She is Bachelor candidate at the government college Women University Sialkot .where she furthers her research about Information technology, cloud computing from Chinese and Australia.

Author Articles
Prediction and Monitoring Agents using Weblogs for improved Disaster Recovery in Cloud

By Rushba Javed Sidra Anwar Khadija Bibi M. Usman Ashraf Samia Siddique

DOI:, Pub. Date: 8 Apr. 2019

Disaster recovery is a continuous dilemma in cloud platform. Though sudden scaling up and scaling down of user’s resource requests is available, the problem of servers down still persists getting users locked at vendor’s end. This requires such a monitoring agent which will reduce the chances of disaster occurrence and server downtime. To come up with an efficient approach, previous researchers’ techniques are analyzed and compared regarding prediction and monitoring of outages in cloud computing. A dual functionality Prediction and Monitoring Agent is proposed to intelligently monitor users’ resources requests and to predict coming surges in web traffic using Linear Regression algorithm. This solution will help to predict the user’s future requests’ behavior, to monitor current progress of resources’ usage, server virtualization and to improve overall disaster recovery process in Cloud Computing.

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