Volume & Issue no: Volume 5, Issue 3, May - June 2016
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Title: |
Optimal Release Planning and Software Reliability Modeling for Multi-Release Software |
Author Name: |
Tanuja Mulla, Prof.Amol Kadam, Dr. S. D. Joshi |
Abstract: |
Abstract
Reliability of Software has been major Issue in Software
industry. Failure Free Code Development is to be achieved
with in time of Software version upgrades. Although this give
rise to numerous faults. Analyzing and resolving these Defects
to achieve Software reliability is objective of Research. To
overcome these defects Software domain has come up with
software Reliability and Growth Models (SRGM’s). This
Model predict faults that would occur and present count of
defects in module. While Resolving this defects SRGM’s fail
to achieve optimal efficiency in issues removal. Fault removal
metric help product developer to evaluate performance and
affectivity of software and overall work load computation. As
such optimal planning and Reliability Modeling for Software
system is active research area. Proposed System Analysis and
model defects from previous Software Versions eliminating
them. Modeled on this Concept a mathematical Analyzing and
Modeling framework for multiple release of Software product
is Designed and Developed. Research work achieves reliability
with 2-dimension work flow applying testing for deployed
product and Cobb- Douglas factor. Testing cannot be done
continuously and research seeks to minimize testing, value
minimization reliability maximization are outcomes of
research. Optimal design is complicated non-linear equation
to solve. Proposed system Deploys GA (genetic algorithm) to
achieve Reliability as of survey outcomes presents GA to be
best for Search and optimization, which is implemented
interactively on real binary solution of population, with 4
genetic operations: crossover, mutation and reproduction with
S shape Model at core. Functional dataset consisting test
week, test time, resources and identified Faults. Optimal
model solves and determines when to stop testing and predict
with time newer version would be released, with removal of
dead test cases and test coverage evaluation as added
workings.
Keywords:-SRGM, Software reliability, Software
Engineering, Optimal Release. |
Cite this article: |
Tanuja Mulla, Prof.Amol Kadam, Dr. S. D. Joshi , "
Optimal Release Planning and Software Reliability Modeling for Multi-Release Software" , International Journal of Emerging Trends & Technology in Computer Science (IJETTCS) ,
Volume 5, Issue 3, May - June 2016 , pp.
007-014 , ISSN 2278-6856.
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