System Performance and Management Analytics

408 Pages·2019·10.35 MB·English

by  P. K. Kapur

Asset Analytics
Performance and Safety Management
P. K. Kapur · Yury Klochkov
Ajit Kumar Verma · Gurinder Singh
Editors
System Performance
and Management
Analytics
Asset Analytics
Performance and Safety Management
Series editors
Ajit Kumar Verma, Western Norway University of Applied Sciences, Haugesund,
Rogaland Fylke, Norway
P. K. Kapur, Director, Centre for Interdisciplinary Research, Amity University,
Noida, India
Uday Kumar, Division of Operation and Maintenance Engineering, Luleå
University of Technology, Luleå, Sweden
The main aim of this book series is to provide a floor for researchers, industries,
assetmanagers,governmentpolicymakersandinfrastructureoperatorstocooperate
and collaborate among themselves to improve the performance and safety of the
assets with maximum return on assets and improved utilization for the benefit of
society and the environment.
Assets can be defined as any resource that will create value to the business.
Assets include physical (railway, road, buildings, industrial etc), human and
intangibleassetsegsoftware,dataetc.Thescopeofthebookserieswillbebutnot
limited to:
(cid:129) Optimization, modelling and analysis of assets
(cid:129) Application of RAMS to the system of systems
(cid:129) Interdisciplinaryandmultidisciplinaryresearchtodealwithsustainabilityissues
(cid:129) Application of advanced analytics for improvement of systems
(cid:129) Applicationofcomputationalintelligence,ITandsoftwaresystemsfordecisions
(cid:129) Interdisciplinary approach to performance management
(cid:129) Integrated approach to system efficiency and effectiveness
(cid:129) Life cycle management of the assets
(cid:129) Integrated risk, hazard, vulnerability analysis and assurance management
(cid:129) Integration of data-information-knowledge for decision support
(cid:129) Production rate enhancement with best practices
(cid:129) Optimization of renewable and non-renewable energy resources
More information about this series at http://www.springer.com/series/15776
P. K. Kapur Yury Klochkov
(cid:129)
Ajit Kumar Verma Gurinder Singh
(cid:129)
Editors
System Performance
and Management Analytics
123
Editors
P. K.Kapur Ajit KumarVerma
Centerfor Interdisciplinary Research Western Norway University of Applied
Amity University Sciences
NewDelhi Bergen
India Norway
Yury Klochkov Gurinder Singh
Department ofEconomics andManagement Amity University
inMachineBuilding Noida, Uttar Pradesh
Peterthe Great St.PetersburgPolytechnic India
University
Saint Petersburg
Russia
ISSN 2522-5162 ISSN 2522-5170 (electronic)
AssetAnalytics
ISBN978-981-10-7322-9 ISBN978-981-10-7323-6 (eBook)
https://doi.org/10.1007/978-981-10-7323-6
LibraryofCongressControlNumber:2018942925
©SpringerNatureSingaporePteLtd.2019
Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart
of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations,
recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission
orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar
methodologynowknownorhereafterdeveloped.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this
publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfrom
therelevantprotectivelawsandregulationsandthereforefreeforgeneraluse.
The publisher, the authors and the editors are safe to assume that the advice and information in this
book are believed to be true and accurate at the date of publication. Neither the publisher nor the
authorsortheeditorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinor
for any errors or omissions that may have been made. The publisher remains neutral with regard to
jurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations.
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Singapore
Contents
Use of Bayesian Networks for System Reliability Assessment. . . . . . . . . 1
Vipul Garg, M. Hari Prasad, Gopika Vinod and A. RamaRao
Predicting Code Merge Conflicts and Selecting Optimal Code
Branching Strategy for Quality Improvement in Banking Sector. . . . . . 15
Viral Gupta, P. K. Kapur, Deepak Kumar and S. P. Singh
Testing the Effects of Agile and Flexible Supply Chain on the Firm
Performance Through SEM. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 35
Mohammad Hossein Zavvar Sabegh, Aylin Caliskan, Yucel Ozturkoglu
and Burak Cetiner
Analysis and Countermeasures for Security and Privacy Issues in
Cloud Computing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 47
Abdul Raoof Wani, Q. P. Rana and Nitin Pandey
An Efficient Approach for Web Usage Mining Using ANN
Technique. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 55
Ruchi Agarwal and Supriya Saxena
Natural Language Processing Approach to Identify Analogous
Data in Offline Data Repository . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65
Nidhi Chandra, Sunil Kumar Khatri and Subhranil Som
MultiReleaseReliabilityGrowthModelingforOpenSourceSoftware
Under Imperfect Debugging. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77
Diwakar and Anu G. Aggarwal
Barriers to Agile Adoption: A Developer Perspective. . . . . . . . . . . . . . . 87
Noshiba Nazir, Nitasha Hasteer and Rana Majumdar
Toward Analysis of Requirement Prioritization Based Regression
Testing Techniques. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97
Varun Gupta, Yatin Vij and Chetna Gupta
v
vi Contents
Formulation of Error Generation-Based SRGMs Under the Influence
of Irregular Fluctuations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 103
Adarsh Anand, Deepika and Ompal Singh
Decision Aspect Prioritization Technique for Incremental
Software. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 119
Varun Gupta, Siddharth Sethi and Chetna Gupta
Reliability Growth Analysis for Multi-release Open Source
Software Systems with Change Point . . . . . . . . . . . . . . . . . . . . . . . . . . . 125
Anu G. Aggarwal, Vikas Dhaka, Nidhi Nijhawan and Abhishek Tandon
Improvisation of Reusability Oriented Software Testing . . . . . . . . . . . . 139
Varun Gupta, Akshay Mehta and Chetna Gupta
Water Treatment System Performance Evaluation Under
Maintenance Policies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 147
Anshumaan Saxena, Sourabh Kumar Singh, Amit Kumar
and Mangey Ram
Prediction of El-Nino Year and Performance Analysis on the
Calculated Correlation Coefficients . . . . . . . . . . . . . . . . . . . . . . . . . . . . 167
Malsa Nitima, Gautam Jyoti and Bairagee Nisha
Performance of Static Spatial Topologies in Fine-Grained QEA
on a P-PEAKS Problem Instance. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 179
Nija Mani, Gur Saran and Ashish Mani
Android Malware Detection Using Code Graphs . . . . . . . . . . . . . . . . . . 203
Shikha Badhani and Sunil Kumar Muttoo
Security in ZigBee Using Steganography for IoT
Communications. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 217
Iqra Hussain, Mukesh Chandra Negi and Nitin Pandey
Implementation of Six Sigma Methodology in Syrian
Pharmaceutical Companies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 229
Yury Klochkov, Bacel Mikhael Alasas, Adarsh Anand and Ljubisa Papic
Developing Plans for QFD-Based Quality Enhancement . . . . . . . . . . . . 241
Dmitriy Aydarov, Yury Klochkov, Natalia Ushanova, Elena Frolova
and Maria Ostapenko
Modified Counting Sort . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 251
Ravin Kumar
Analysis of Existing Clustering Algorithms for Wireless Sensor
Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 259
Richa Sharma, Vasudha Vashisht, Ajay Vikram Singh and Sushil Kumar
Contents vii
Process Mining for Maintenance Decision Support . . . . . . . . . . . . . . . . 279
Adithya Thaduri, Stephen Mayowa Famurewa, Ajit Kumar Verma
and Uday Kumar
Software Release Time Problem Revisited . . . . . . . . . . . . . . . . . . . . . . . 295
Nitin Sachdeva, P. K. Kapur and A. K. Shrivastava
Diffusion Modeling Framework for Adoption of Competitive
Brands . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 307
Adarsh Anand, Gunjan Bansal, Arushi Singh Rawat and P. K. Kapur
Two-Dimensional Vulnerability Patching Model . . . . . . . . . . . . . . . . . . 321
Yogita Kansal and P. K. Kapur
A Hybrid Intuitionistic Fuzzy and Entropy Weight Based
Multi-Criteria Decision Model with TOPSIS . . . . . . . . . . . . . . . . . . . . . 333
Nitin Sachdeva and P. K. Kapur
The Role of Website Personality and Website User Engagement
on Individual’s Purchase Intention. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 347
Kokil Jain and Devnika Yadav
Impact of Social Media on Society—Analysis and Interpretation. . . . . . 361
Gurinder Singh, Loveleen Gaur and Kumari Anshu
Conceptual Framework of How Rewards Facilitate Business
Operations in Knowledge-Intensive Organizations . . . . . . . . . . . . . . . . . 373
Shweta Shrivastava and Shikha Kapoor
Tunnel QRA: Present and Future Perspectives . . . . . . . . . . . . . . . . . . . 387
Jajati K. Jena, Ajit Kumar Verma, Uday Kumar and Srividya Ajit
Software Vulnerability Prioritization: A Comparative Study
Using TOPSIS and VIKOR Techniques. . . . . . . . . . . . . . . . . . . . . . . . . 405
Ruchi Sharma, Ritu Sibal and Sangeeta Sabharwal
About the Editors
Prof. P. K. Kapur is the Director, Center for Interdisciplinary Research, Amity
University, Noida, and Former Dean of the Faculty of Mathematical Sciences and
HeadoftheDepartmentofOperationalResearch,UniversityofDelhi,India.Hehas
supervised over 40 Ph.D.s and 25 M.Phil. dissertations in the areas of innovation
diffusion in marketing, software reliability, reliability-based optimization, and
multi-criteria decision-making and other areas of management. He is the author of
two world-renowned books “Software Reliability Assessment with O.R.
Applications”, Springer UK, 2011, and “Contributions to Hardware and Software
Reliability”, 1999, World Scientific, Singapore. He has been the President of the
SREQOM (Regd.) since 2000 and Former President of ORSI. He is the
Editor-in-ChiefofIJSAEM,Springer,andhaspublishedover300papersinIndian
journals and abroad in the areas of marketing, multiple-criteria decision-making
(MCDM), optimization, hardware and software reliability.
Prof. Yury Klochkov is the Director, Monitoring Center for Education and
Research, and Professor, Department of Economics and Management in
Mechanical Engineering, St. Petersburg Polytechnic University, St. Petersburg,
Russia. He was awarded the title of an honorary professor of Amity University,
Noida,India,inSeptember2016.HewasawardedthePh.D.instandardizationand
quality management in 2006, and the postdoctoral degree, doctor of sciences in
standardization and quality management in 2012. He is the author of about 100
publicationsintheareasofqualitymanagementandhasimplementedtheresultsof
his research in over 50 Russian enterprises.
Ajit Kumar Verma is a Professor (Technical Safety) of Engineering, Western
Norway University ofApplied Sciences, Haugesund, Norway (since March 2012),
and was a Professor (since February 2001–December 2012) and Senior
(HAG) Scale Professor (January 2013–January 2016) in the Department of
ElectricalEngineeringatIITBombay,India,witharesearchfocusonreliabilityand
safety engineering. He has supervised/co-supervised 37 Ph.D.s and 95 Masters’
theses in the area of electronic systems reliability, software reliability, reliable
ix
x AbouttheEditors
computing, power systems reliability (PSR), reliability-centred maintenance
(RCM), RAMS in complex engineering systems and probabilistic safety/risk
assessment(PSA)inpowerplants.Hehasover250publicationsinvariousjournals
and conferences. He is Senior Member of the IEEE and Life Fellow of the IETE
andEditor-in-ChiefofOPSEARCH,IJSAEMandJournalofLifeCycleReliability
and Safety Engineering.
Prof. (Dr.) Gurinder Singh is Group Vice Chancellor, Amity Universities,
Director General, Amity Group of Institutions, India, and Vice Chairman, Global
FoundationforLearningExcellence,andhasanextensiveexperienceofmorethan
21 years in institutional building, teaching, consultancy, research and industry. He
is a renowned scholar and academician in the area of international business; he
holds a prestigious doctorate and a postgraduate degree from IIFT, Delhi. He has
spoken at various international forums which include prestigious Million Dollar
Round Table Conference, at Harvard Business School, Thunderbird Business
School, NYU, University of Leeds, Loughborough Business School, Coventry
Business School, Rennes Business School, Essex University, UK, University of
Berkeley, California State University, USA, NUS, Singapore and many more.
He has received more than 25 international and national awards and has graced a
host of talk shows on various TV channels.