ISSN 2394-5125
 

Research Article 


QOS BASED DYNAMIC WORK FLOW SCHEDULING OF MIDDLEWARE WITH MULTIPLE OBJECTIVES IN CLOUDS

Dr.S. Senthilkumar, Dr.M. Nithya, V. Mohan Prashad.

Abstract
Cloud computing is a type of interconnected virtual parallel system. Intermediate porcelain is a computer that excels and represents a unified computing resource between service providers and consumers. Workflow planning is one of the challenges in the evolving drift of distributed environments. It focuses on meeting some QOS constraints. Since there are many workflows, these different vendors are completed, faster response time, resources available to achieve services, improved performance, etc. The computing cloud is done at a minimum. The distributed workflow planning algorithm of the existing system (DWSA) is based on distributed workflow planning algorithms (DWSA) and is used to simplify the data distribution of the cloud process costs reduced in the workflow system. Secure communication and maintenance, highly detailed and virtualized, highly reliable. Although the disadvantage of the existing system is that it is not used effectively to above said factors and to analyze the impact on performance in a more dynamic environment. The proposed dynamic workflow scheduling algorithm (MODWFSA-PAST) efficiently solves resources from resource workflow time information using algorithms based on multiple targets and QOS constraints. Minimum, Maximum Instruction, Initial Start Time Used by Counters i.e. Work times and deadlines shortest processing time of all workflows. The scheduling service is based on their ready-to-use task list wise and one-dimensional fee-based processing time. At the minute, the maximization algorithm can reduce the workflow that does not end up in its timeline. When we are not working and using scheduling deadlines and QOS parameters unreliable. The proposed algorithm outperforms very efficiently when comparing to the existing one in the aspects of QOS Constraints and with multiple Objectives.

Key words: Middleware, Workflow scheduling (QOS-MODWFSA), min-max algorithm.


 
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How to Cite this Article
Pubmed Style

Dr.S. Senthilkumar, Dr.M. Nithya, V. Mohan Prashad. QOS BASED DYNAMIC WORK FLOW SCHEDULING OF MIDDLEWARE WITH MULTIPLE OBJECTIVES IN CLOUDS. JCR. 2020; 7(4): 1822-1833. doi:10.31838/jcr.07.04.298


Web Style

Dr.S. Senthilkumar, Dr.M. Nithya, V. Mohan Prashad. QOS BASED DYNAMIC WORK FLOW SCHEDULING OF MIDDLEWARE WITH MULTIPLE OBJECTIVES IN CLOUDS. http://www.jcreview.com/?mno=120387 [Access: June 01, 2021]. doi:10.31838/jcr.07.04.298


AMA (American Medical Association) Style

Dr.S. Senthilkumar, Dr.M. Nithya, V. Mohan Prashad. QOS BASED DYNAMIC WORK FLOW SCHEDULING OF MIDDLEWARE WITH MULTIPLE OBJECTIVES IN CLOUDS. JCR. 2020; 7(4): 1822-1833. doi:10.31838/jcr.07.04.298



Vancouver/ICMJE Style

Dr.S. Senthilkumar, Dr.M. Nithya, V. Mohan Prashad. QOS BASED DYNAMIC WORK FLOW SCHEDULING OF MIDDLEWARE WITH MULTIPLE OBJECTIVES IN CLOUDS. JCR. (2020), [cited June 01, 2021]; 7(4): 1822-1833. doi:10.31838/jcr.07.04.298



Harvard Style

Dr.S. Senthilkumar, Dr.M. Nithya, V. Mohan Prashad (2020) QOS BASED DYNAMIC WORK FLOW SCHEDULING OF MIDDLEWARE WITH MULTIPLE OBJECTIVES IN CLOUDS. JCR, 7 (4), 1822-1833. doi:10.31838/jcr.07.04.298



Turabian Style

Dr.S. Senthilkumar, Dr.M. Nithya, V. Mohan Prashad. 2020. QOS BASED DYNAMIC WORK FLOW SCHEDULING OF MIDDLEWARE WITH MULTIPLE OBJECTIVES IN CLOUDS. Journal of Critical Reviews, 7 (4), 1822-1833. doi:10.31838/jcr.07.04.298



Chicago Style

Dr.S. Senthilkumar, Dr.M. Nithya, V. Mohan Prashad. "QOS BASED DYNAMIC WORK FLOW SCHEDULING OF MIDDLEWARE WITH MULTIPLE OBJECTIVES IN CLOUDS." Journal of Critical Reviews 7 (2020), 1822-1833. doi:10.31838/jcr.07.04.298



MLA (The Modern Language Association) Style

Dr.S. Senthilkumar, Dr.M. Nithya, V. Mohan Prashad. "QOS BASED DYNAMIC WORK FLOW SCHEDULING OF MIDDLEWARE WITH MULTIPLE OBJECTIVES IN CLOUDS." Journal of Critical Reviews 7.4 (2020), 1822-1833. Print. doi:10.31838/jcr.07.04.298



APA (American Psychological Association) Style

Dr.S. Senthilkumar, Dr.M. Nithya, V. Mohan Prashad (2020) QOS BASED DYNAMIC WORK FLOW SCHEDULING OF MIDDLEWARE WITH MULTIPLE OBJECTIVES IN CLOUDS. Journal of Critical Reviews, 7 (4), 1822-1833. doi:10.31838/jcr.07.04.298