Intelligent Computing and Innovation on Data Science: Proceedings of ICTIDS 2019 PDF
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Lecture Notes in Networks and Systems 118 Sheng-Lung Peng Le Hoang Son G. Suseendran D. Balaganesh Editors Intelligent Computing and Innovation on Data Science Proceedings of ICTIDS 2019 Lecture Notes in Networks and Systems Volume 118 Series Editor Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland Advisory Editors Fernando Gomide, Department of Computer Engineering and Automation—DCA, SchoolofElectricalandComputerEngineering—FEEC,UniversityofCampinas— UNICAMP, São Paulo, Brazil Okyay Kaynak, Department of Electrical and Electronic Engineering, Bogazici University, Istanbul, Turkey Derong Liu, Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, USA; Institute of Automation, Chinese Academy of Sciences, Beijing, China Witold Pedrycz, Department of Electrical and Computer Engineering, University of Alberta, Alberta, Canada; Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland Marios M. Polycarpou, Department of Electrical and Computer Engineering, KIOSResearchCenterforIntelligentSystemsandNetworks,UniversityofCyprus, Nicosia, Cyprus Imre J. Rudas, Óbuda University, Budapest, Hungary Jun Wang, Department of Computer Science, City University of Hong Kong, Kowloon, Hong Kong The series “Lecture Notes in Networks and Systems” publishes the latest developmentsinNetworksandSystems—quickly,informallyandwithhighquality. Originalresearchreportedin proceedings andpost-proceedings represents thecore of LNNS. VolumespublishedinLNNSembraceallaspectsandsubfieldsof,aswellasnew challenges in, Networks and Systems. The series contains proceedings and edited volumes in systems and networks, spanning the areas of Cyber-Physical Systems, Autonomous Systems, Sensor Networks, Control Systems, Energy Systems, Automotive Systems, Biological Systems, Vehicular Networking and Connected Vehicles, Aerospace Systems, Automation, Manufacturing, Smart Grids, Nonlinear Systems, Power Systems, Robotics,SocialSystems,EconomicSystemsandother.Ofparticularvaluetoboth the contributors and the readership are the short publication timeframe and the world-wide distribution and exposure which enable both a wide and rapid dissemination of research output. Theseriescoversthetheory,applications,andperspectivesonthestateoftheart andfuturedevelopmentsrelevanttosystemsandnetworks,decisionmaking,control, complex processes and related areas, as embedded in the fields of interdisciplinary andappliedsciences,engineering,computerscience,physics,economics,social,and lifesciences,aswellastheparadigmsandmethodologiesbehindthem. ** Indexing: The books of this series are submitted to ISI Proceedings, SCOPUS, Google Scholar and Springerlink ** More information about this series at http://www.springer.com/series/15179 Sheng-Lung Peng Le Hoang Son (cid:129) (cid:129) G. Suseendran D. Balaganesh (cid:129) Editors Intelligent Computing and Innovation on Data Science Proceedings of ICTIDS 2019 123 Editors Sheng-LungPeng LeHoang Son CSIE Department Vietnam National University National Dong HwaUniversity Hanoi, Vietnam Hualien City,Taiwan D.Balaganesh G.Suseendran Faculty of Computer Science Department ofInformation Technology andMultimedia VelsInstitute ofScience, LincolnUniversity College Technology &Advanced Studies Petaling Jaya, Malaysia Pallavaram, Chennai, Tamil Nadu,India ISSN 2367-3370 ISSN 2367-3389 (electronic) Lecture Notesin Networks andSystems ISBN978-981-15-3283-2 ISBN978-981-15-3284-9 (eBook) https://doi.org/10.1007/978-981-15-3284-9 ©SpringerNatureSingaporePteLtd.2020 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 authors or the editors give a warranty, expressed or implied, with respect to the material contained hereinorforanyerrorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregard tojurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSingaporePteLtd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore Organizing Committee and Key Members Conference Committee Members Patron Datuk Dr. Hajjah Bibi Florina Abdullah, Pro-Chancellor, Lincoln University College, Malaysia Honorary Chair Prof.Dr.AmiyaBhaumik,ViceChancellorandCEO,LincolnUniversityCollege, Malaysia Conference Advisors Prof. Datuk Dr. Abdul Gani Bin Mohammed Din, Deputy Vice Chancellor (Academic), Lincoln University College, Malaysia Haji Mansor, Academic Director, Lincoln University College, Malaysia Scientific Advisory Chair Prof. Satish Narayanasamy, Associate Professor, ECES, College of Engineering, University of Michigan, USA Convenor Dr. D. Balaganesh, Dean, Faculty of Computer Science and Multimedia, Lincoln University College, Malaysia Co-convenor Prof. Dr. Swamy K B, Director, International Affairs, Lincoln University College, Malaysia v vi OrganizingCommitteeandKeyMembers Publication Committee Prof.Sheng-LungPeng,CSIEDepartment,NationalDongHwaUniversity,Taiwan Dr. Souvik Pal, Associate Professor, Department of Computer Science and Engineering, Brainware University, Kolkata, India Dr. G. Suseendran, Department of Information Technology, School of Computing Sciences, Vels Institute of Science, Technology and Advanced Studies (VISTAS), Chennai, Tamil Nadu, India. Dr. D. Balaganesh, Faculty of Computer Science and Multimedia, Lincoln University College, Malaysia Dr. Midhunchakkravarthy, Faculty of Computer Science and Multimedia, Lincoln University College, Malaysia Dr. Anand Nayyar, Professor, Researcher and Scientist, Duy Tan University, Vietnam Dr. Noor Zaman, Taylor’s University, Malaysia Publicity Chair Dr. Jafar Ahmad Abed Alzubi, School of Engineering, Department of Computer Engineering and Science, Al-Balqa Applied University, Salt, Jordan Dr. Kusum Yadav, College of Computer Engineering and Science, University of Hail, Kingdom of Saudi Arabia Dr. D. Akila, Department of Information Technology, VISTAS, Chennai, India Dr. Ashish Mishra, Department of Computer Science and Engineering, Gyan Ganga Institute of Technology and Sciences, Jabalpur, India Mr. Dinesh Rajassekharan, Faculty of Computer Science and Multimedia, Lincoln University College, Malaysia Mr. Durganand Panjiyar, Faculty of Computer Science and Multimedia, Lincoln University College, Malaysia Ms.CheAsmaNoorAkma,FacultyofComputerScienceandMultimedia,Lincoln University College, Malaysia Mr.AliAkbary,FacultyofComputerScienceandMultimedia,LincolnUniversity College, Malaysia Mr. Mohd Nabil Amin, Faculty of Computer Science and Multimedia, Lincoln University College, Malaysia Dr.Yahya-Imam Munir Kolapo, Faculty of Computer Science and Multimedia, Lincoln University College, Malaysia Dr.OsamaIsaac,FacultyofBusinessandAccounting,LincolnUniversityCollege, Malaysia Dr.MohammedSalehNusari,FacultyofEngineering,LincolnUniversityCollege, Malaysia OrganizingCommitteeandKeyMembers vii Conference Scientific Committee Dr. Ali Ameen, Faculty of Computer Science and Multimedia, Lincoln University College, Malaysia Dr. Divya Midhunchakkravarthy, Centre of Postgraduate Studies, Lincoln University College, Malaysia Dr. V. Vivekanandam, Faculty of Computer Science and Multimedia, Lincoln University College, Malaysia Prof.Dr.P.SureshVarma,Rector,UniversityCollege,AdikavinannayaUniversity, India Dr. Hanaa Hachimi, Associate Professor in Applied Mathematics and Computer Science, Department of Informatics, Logistics and Mathematics, Ibn Tofail University, Kenitra, Morocco Dr. Srinath Doss, Head of Department Faculty of Computing, Botho University, Gaborone, Botswana Dr. S. Gopinathan, Department of Computer Science, University of Madras, Chennai, India Dr. V. R. Elangovan, Department of Computer Science, A. M. Jain College, Chennai, India Dr. N. Pradeep, Department of CD and E, BIET, Davangere, India Dr. Bandana Mahapatra, Anusandhan University, Bhubaneswar, India Prof.T.NusratJabeen,DepartmentofComputerScience,AnnaAdarshCollegefor Women, Chennai, India Dr.SudeepTanwar,DepartmentofComputerEngineering,InstituteofTechnology, Nirma University, Gujarat, India Dr. Tanupriya Choudhury, School of Computer Science, University of Petroleum and Energy Studies, Uttarakhand, India Dr. D. Jude Hemanth, Karunya University, India Dr. A. Sasi Kumar, Department of Information Technology, VISTAS, Chennai, India Dr. Sujatha Srinivasan, Department of Computer Science, SRM Institute of Training and Development, Chennai, India Dr. C. Priya, Department of Information Technology, VISTAS, Chennai, India Preface and Acknowledgements The main aim of this book is to bring together leading academic scientists, researchers and research scholars to exchange and share their experiences and research results on all aspects of intelligent ecosystems and data sciences. It also provides a premier interdisciplinary platform for researchers, practitioners and educatorstopresentanddiscussthemostrecentinnovations,trendsandconcernsas well as practical challenges encountered and solutions adopted in the fields of IoT and analytics. This book aims to attract researchers and practitioners who are workingininformationtechnologyandcomputerscience.Thisproceedingsisabout basics and high-level concepts regarding intelligent computing paradigm and communicationsinthecontextofdistributedcomputing,bigdata,high-performance computing and Internet ofThings. ICTIDS 2019 is organized by Lincoln University College, Malaysia. ICTIDS 2019 has been held during 11 and 12 October 2019, Petaling Jaya, Malaysia. The conferencebroughttogetherresearchersfromallregionsaroundtheworldworking on a variety offields and provided a stimulating forum for them toexchangeideas and report on their researches. The proceeding of ICTIDS 2019 consists of 92 selected papers which were submitted to the conferences and peer-reviewed by conference committee members and international reviewers. The presenters came from different countries like India, Thailand, Bangladesh, Pakistan and Sri Lanka. Thisconferencebecameaplatformtosharetheknowledgedomainamongdifferent countries research culture. We are sincerely thankful to Almighty for supporting and standing at all time with us,whetheritisagoodortough time andgiven waystoconcedeus.Starting from the call for papers till the finalization of chapters, all the team members are given their contributions amicably, which it is a positive sign of significant team works, and the editors and conference organizers are sincerely thankful to all the membersofSpringerespeciallyMr.AnindaBoseforprovidingconstructiveinputs and allowing an opportunity to finalize this conference proceedings. We are also thankfultoProf.WilliamAchauerandProf.AnilChandyfortheirsupport.Weare equallythankfultoallthereviewerswhocamefromdifferentplacesinandaround the globe shared their support and stand firm towards quality chapter submission. ix x PrefaceandAcknowledgements Finally,wewouldliketowishyouhavegoodsuccessinyourpresentationsand social networking. Your strong supports are critical to the success of this confer- ence.Wehopethattheparticipantswillnotonlyenjoythetechnicalprogrammein theconferencebutalsodiscovermanybeautifulplacesinMalaysia.Wishingyoua fruitful and enjoyable ICTIDS 2019. Hualien City, Taiwan Sheng-Lung Peng Hanoi, Vietnam Le Hoang Son Chennai, India G. Suseendran Petaling Jaya, Malaysia D. Balaganesh
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