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, asset managers, government policy makers and infrastructure operators to cooperate 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 intangible assets eg software, data etc. The scope of the book series will be but not limited to: Optimization, modelling and analysis of assets Application of RAMS to the system of systems Interdisciplinary and multidisciplinary research to deal with sustainability issues Application of advanced analytics for improvement of systems Application of computational intelligence, IT and software systems for decisions Interdisciplinary approach to performance management Integrated approach to system efficiency and effectiveness Life cycle management of the assets Integrated risk, hazard, vulnerability analysis and assurance management Integration of data-information-knowledge for decision support Production rate enhancement with best practices 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 Ajit Kumar Verma Gurinder Singh Editors System Performance and Management Analytics 123
Editors P. K. Kapur Center for Interdisciplinary Research Amity University New Delhi India Yury Klochkov Department of Economics and Management in Machine Building Peter the Great St. Petersburg Polytechnic University Saint Petersburg Russia Ajit Kumar Verma Western Norway University of Applied Sciences Bergen Norway Gurinder Singh Amity University Noida, Uttar Pradesh India ISSN 2522-5162 ISSN 2522-5170 (electronic) Asset Analytics ISBN 978-981-10-7322-9 ISBN 978-981-10-7323-6 (ebook) https://doi.org/10.1007/978-981-10-7323-6 Library of Congress Control Number: 2018942925 Springer Nature Singapore Pte Ltd. 2019 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part 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 or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. 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 authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. This Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, 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 Multi Release Reliability Growth Modeling for Open Source Software 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 Head of the Department of Operational Research, University of Delhi, India. He has 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-Chief of IJSAEM, Springer, and has published over 300 papers in Indian 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, in September 2016. He was awarded the Ph.D. in standardization and 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 publications in the areas of quality management and has implemented the results of his research in over 50 Russian enterprises. Ajit Kumar Verma is a Professor (Technical Safety) of Engineering, Western Norway University of Applied 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 Electrical Engineering at IIT Bombay, India, with a research focus on reliability and 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 About the Editors computing, power systems reliability (PSR), reliability-centred maintenance (RCM), RAMS in complex engineering systems and probabilistic safety/risk assessment (PSA) in power plants. He has over 250 publications in various journals and conferences. He is Senior Member of the IEEE and Life Fellow of the IETE and Editor-in-Chief of OPSEARCH, IJSAEM and Journal of Life Cycle Reliability and Safety Engineering. Prof. (Dr.) Gurinder Singh is Group Vice Chancellor, Amity Universities, Director General, Amity Group of Institutions, India, and Vice Chairman, Global Foundation for Learning Excellence, and has an extensive experience of more than 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.