Impact Factor:6.549
 Scopus Suggested Journal: UNDER REVIEW for TITLE INCLUSSION

International Journal
of Computer Engineering in Research Trends (IJCERT)

Scholarly, Peer-Reviewed, Open Access and Multidisciplinary

Welcome to IJCERT

International Journal of Computer Engineering in Research Trends. Scholarly, Peer-Reviewed,Open Access and Multidisciplinary

ISSN(Online):2349-7084                 Submit Paper    Check Paper Status    Conference Proposal

Back to Current Issues

Combined Resource Provisioning and Scheduling Strategy for execution of scientific workflows on Cloud Level of IaaS

Chetana Pradip Shravage, Dr. S.T. Singh, , ,


Cloud computing is that the latest distributed computing model and it offers big opportunities to resolve large-scale scientific issues. However, it presents varied challenges that require to be addressed so as to be with efficiency utilized for progress applications. Although the advancement programing downside has been wide studied, there area unit only a few initiatives tailored for cloud environments. Furthermore, the present works fail to either meet the user’s quality of service (QOS) needs or to include some basic principles of cloud computing like the physical property and no uniformity of the computing resources. This paper proposes a resource provisioning and programing strategy for scientific workflows on Infrastructure as a Service (IaaS) clouds. we tend to gift associate algorithm supported the meta-heuristic improvement technique, particle swarm improvement (PSO), that aims to reduce the general workflow execution value whereas meeting point in time constraints. Our heuristic is evaluated victimization CloudSim and numerous wellknown scientific workflows of various sizes. The results show that our approach performs higher than the present progressive algorithms.

Chetana Pradip Shravage,Dr. S.T. Singh."Combined Resource Provisioning and Scheduling Strategy for execution of scientific workflows on Cloud Level of IaaS". International Journal of Computer Engineering In Research Trends (IJCERT) ,ISSN:2349-7084 ,Vol.2, Issue 10,pp.694-698, OCTOBER - 2015, URL :,

Keywords : Cloud computing, resource provisioning, scheduling, scheduling strategy, scientific workflow, Iaas

[1] G. Juve, A. Chervenak, E. Deelman, S. Bharathi, G. Mehta, and K. Vahi, ―Characterizing and profiling scientific workflows,‖ Future Generation Comput. Syst., vol. 29, no. 3, pp. 682–692, 2012. 
[2] P. Mell, T. Grance, ―The NIST definition of cloud computing— recommendations of the National Institute of Standards and Technology‖ Special Publication 800-145, NIST, Gaithersburg, 2011. 
[3] R. Buyya, J. Broberg, and A. M. Goscinski, Eds., Cloud Computing: Principles and Paradigms, vol. 87, Hoboken, NJ, USA: Wiley, 2010.
 [4] J. Kennedy and R. Eberhart, ―Particle swarm optimization,‖ in Proc. 6th IEEE Int. Conf. Neural Netw., 1995, pp. 1942–1948. 
[5] Y. Fukuyama and Y. Nakanishi, ―A particle swarm optimization for reactive power and voltage control considering voltage stability,‖ in Proc. 11th IEEE Int. Conf. Intell. Syst. Appl. Power Syst., 1999, pp. 117–121. 
[6] C. O. Ourique, E. C. Biscaia Jr., and J. C. Pinto, ―The use of particle swarm optimization for dynamical analysis in chemical processes,‖ Comput. Chem. Eng., vol. 26, no. 12, pp. 1783–1793, 2002. 
[7] T. Sousa, A. Silva, and A. Neves, ―Particle swarm based data mining algorithms for classification tasks,‖ Parallel Comput., vol. 30, no. 5, pp. 767–783, 2004.
 [8] M. R. Garey and D. S. Johnson, Computer and Intractability: A Guide to the NP-Completeness, vol. 238, New York, NY, USA: Freeman, 1979.
 [9] M. Rahman, S. Venugopal, and R. Buyya, ―A dynamic critical path algorithm for scheduling scientific workflow applications on global grids,‖ in Proc. 3rd IEEE Int. Conf. eSci. Grid Computing., 2007, pp. 35–42. 
[10] Maria Alejandra Rodriguez and Rajkumar Buyya, ―Deadline based Resource provisioning and Scheduling Algorithm for scientific workflows on clouds‖, IEEE Transaction on cloud computing, vol. 2, no. 2, pp. 222-235, April-June 2014.


Download :

Refbacks : Currently there are no Refbacks


Authors are not required to pay any article-processing charges (APC) for their article to be published open access in Journal IJCERT. No charge is involved in any stage of the publication process, from administrating peer review to copy editing and hosting the final article on dedicated servers. This is free for all authors. 

News & Events

Latest issue :Volume 10 Issue 1 Articles In press

A plagiarism check will be implemented for all the articles using world-renowned software. Turnitin.

Digital Object Identifier will be assigned for all the articles being published in the Journal from September 2016 issue, i.e. Volume 3, Issue 9, 2016.

IJCERT is a member of the prestigious.Each of the IJCERT articles has its unique DOI reference.
DOI Prefix : 10.22362/ijcert

IJCERT is member of The Publishers International Linking Association, Inc. (“PILA”)

Emerging Sources Citation Index (in process)

IJCERT title is under evaluation by Scopus.

Key Dates

☞   LAST DATE OF SUBMISSION : 31st March 2023
In 7 Days

Important Announcements

All the authors, conference coordinators, conveners, and guest editors kindly check their articles' originality before submitting them to IJCERT. If any material is found to be duplicate submission or sent to other journals when the content is in the process with IJCERT, fabricated data, cut and paste (plagiarized), at any stage of processing of material, IJCERT is bound to take the following actions.
1. Rejection of the article.
2. The author will be blocked for future communication with IJCERT if duplicate articles are submitted.
3. A letter regarding this will be posted to the Principal/Director of the Institution where the study was conducted.
4. A List of blacklisted authors will be shared among the Chief Editors of other prestigious Journals
We have been screening articles for plagiarism with a world-renowned tool: Turnitin However, it is only rejected if found plagiarized. This more stern action is being taken because of the illegal behavior of a handful of authors who have been involved in ethical misconduct. The Screening and making a decision on such articles costs colossal time and resources for the journal. It directly delays the process of genuine materials.

Citation Index

Citations Indices All
Citations 1026
h-index 14
i10-index 20
Source: Google Scholar

Acceptance Rate (By Year)

Acceptance Rate (By Year)
Year Rate
2021 10.8%
2020 13.6%
2019 15.9%
2018 14.5%
2017 16.6%
2016 15.8%
2015 18.2%
2014 20.6%

Important Links

Conference Proposal