Dear all,
I'm working on cloud workload prediction, focusing on energy conservation. Is anyone aware of high-quality review papers on cloud workload prediction?
Thanks,
Salam
I have published two papers on this but these are a bit dated. These two could help as a beginning article. Best wishes: Regards : Prof. Sugata Sanyal
A survey on security issues in cloud computing
R Bhadauria, R Chaki, N Chaki, S Sanyal
ACTA TECHNICACORVINIENSIS: Bulleting of Engineering 7 (4), 159-177 93 2014
Survey on Security Issues in Cloud Computing and Associated Mitigation Techniques
R Bhadauria, S Sanyal
International Journal of Computer Applications 47 (18), 47-66 50 2012
Please let me know how useful these are and keep me posted on your this research. I am impressed with your this research on Cloud.
Regards
Prof. Sugata Sanyal,
Mailto: [email protected]
Homepage: http://www.tifr.res.in/~sanyal
https://www.linkedin.com/in/sanyalsugata
Skype: sanyalsugata
Member, School of Computing and Informatics' "Brain Trust", University of Louisiana at Lafayette, USA
Honorary Professor: Indian Institute of Technology, Guwahati
Member, Senate, Indian Institute of Information Technology, Guwahati
Distinguished Scientific Consultant :International Research Group: Bucharest, Romania
Innovation Mentor, TotalStart Entrepreneurship Ecosystem Developers
Senior Columnist: the Indian Economist
Research Advisor, CTO,Tata Consultancy Services, India (2012-2015)
Adjunct Professor: Indian Institute of Technology, Kharagpur(2013-2014)
Professor:School of Tech. & Comp. Science,Tata Institute of Fundamental Research (1973-2012)
Dear Prof. Sanyal,
Thank you so much for your interesting and help. Actually, I saw your papers when I was working on a white paper on Cloud Security Issues. Actually I looking for review paper in Workload Prediction with energy or temperature conservation.
Thank you again,
Salam
Dear Dr. Salam,
I will be only too happy to help you in you new approach if you need it. Thanks a lot.
With thanks and warm regards,
Prof Sugata Sanyal,
Mailto: [email protected]
Homepage: http://www.tifr.res.in/~sanyal
https://www.linkedin.com/in/sanyalsugata
Hi,,
please have a look at my paper titled Intelligent Randomize Round Robin for Cloud Computing published at
http://www.igi-global.com/article/intelligent-randomize-round-robin-cloud/78516
Abstract
Cloud computing is a recent scientific revolution in information technology, it is considered as the basic infrastructure of ubiquitous computing. It supports various features including, Internet based computing, and resources sharing. Delivery of services is provided to computers and other devices upon request. In other words, it is a technology based on the internet and central remote servers to maintain data and applications. This technology allows consumers and enterprises to use applications without the need of installing them or allowing access to their personal files at any computer with internet access. Among different users that may access the cloud data center, cloud computing must include job scheduling to organize and monitor these jobs, and to achieve fairness among all users. One of the most popular job scheduling algorithms is Round Robin (RR). This paper proposes an enhancement to the traditional RR, namely Randomized Round Robin (RRR). The enhanced version of RR algorithms is based on random selection for processes that come from different users to achieve near optimal selection of jobs to be served. A simulation has been carried out using CloudSim simulator V 3.0 to test the performance of the proposed scheme in terms of different evaluation metrics such as average throughput and average turnaround time.
Thanks Dr. Muneer, but I'm looking for more specific review papers in workload prediction.
One of my students is working on treating cloud as a commodity and forecasting the prices of cloud services. The forecast will then be used to optimize the work distribution among clouds. May be she is of some help to you. You can reach her through [email protected]
There are sections on workload management in a recent survey on cloud resource management that I co-authored:
Brendan Jennings and Rolf Stadler. Resource Management in Clouds: Survey and Research Challenges. Journal of Network and Systems Management 23(3):567-619, 2015. (doi:http://dx.doi.org/10.1007/s10922-014-9307-7)
There is also a more recent survey paper that deals specifically with forecasting and profiling models, see: http://www.sciencedirect.com/science/article/pii/S1084804514002252
Good luck with your work :-)
--brendan
- Badges
- Science topic