Expert Clouds and Applications: Proceedings of ICOECA 2021: 209 (Lecture Notes in Networks and Systems, 209)

718 Pages·2021·20.656 MB·English

by  I. Jeena Jacob (editor), Francisco M. Gonzalez-Longatt (editor), Selvanayaki Kolandapalayam Shanmugam (editor), Ivan Izonin (editor)

Lecture Notes in Networks and Systems 209
I. Jeena Jacob
Francisco M. Gonzalez-Longatt
Selvanayaki Kolandapalayam Shanmugam
Ivan Izonin   Editors
Expert
Clouds and
Applications
Proceedings of ICOECA 2021
Lecture Notes in Networks and Systems
Volume 209
SeriesEditor
JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences,
Warsaw,Poland
AdvisoryEditors
FernandoGomide,DepartmentofComputerEngineeringandAutomation—DCA,
SchoolofElectricalandComputerEngineering—FEEC,Universityof
Campinas—UNICAMP,SãoPaulo,Brazil
OkyayKaynak,DepartmentofElectricalandElectronicEngineering,Bogazici
University,Istanbul,Turkey
DerongLiu,DepartmentofElectricalandComputerEngineering,Universityof
IllinoisatChicago,Chicago,USA,InstituteofAutomation,ChineseAcademyof
Sciences,Beijing,China
WitoldPedrycz,DepartmentofElectricalandComputerEngineering,Universityof
Alberta,Alberta,Canada,SystemsResearchInstitute,PolishAcademyofSciences,
Warsaw,Poland
MariosM.Polycarpou,DepartmentofElectricalandComputerEngineering,KIOS
ResearchCenterforIntelligentSystemsandNetworks,UniversityofCyprus,
Nicosia,Cyprus
ImreJ.Rudas,ÓbudaUniversity,Budapest,Hungary
JunWang,DepartmentofComputerScience,CityUniversityofHongKong,
Kowloon,HongKong
Theseries“LectureNotesinNetworksandSystems”publishesthelatestdevelop-
mentsinNetworksandSystems—quickly,informallyandwithhighquality.Original
researchreportedinproceedingsandpost-proceedingsrepresentsthecoreofLNNS.
VolumespublishedinLNNSembraceallaspectsandsubfieldsof,aswellasnew
challengesin,NetworksandSystems.
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
thecontributorsandthereadershiparetheshortpublicationtimeframeandtheworld-
widedistributionandexposurewhichenablebothawideandrapiddisseminationof
researchoutput.
Theseriescoversthetheory,applications,andperspectivesonthestateoftheart
andfuturedevelopmentsrelevanttosystemsandnetworks,decisionmaking,control,
complexprocessesandrelatedareas,asembeddedinthefieldsofinterdisciplinary
andappliedsciences,engineering,computerscience,physics,economics,social,and
lifesciences,aswellastheparadigmsandmethodologiesbehindthem.
IndexedbySCOPUS,INSPEC,WTIFrankfurteG,zbMATH,SCImago.
AllbookspublishedintheseriesaresubmittedforconsiderationinWebofScience.
Moreinformationaboutthisseriesathttp://www.springer.com/series/15179
· ·
I. Jeena Jacob Francisco M. Gonzalez-Longatt
·
Selvanayaki Kolandapalayam Shanmugam
Ivan Izonin
Editors
Expert Clouds
and Applications
Proceedings of ICOECA 2021
Editors
I.JeenaJacob FranciscoM.Gonzalez-Longatt
DepartmentofComputerScience ElectricalPowerEngineering
andEngineering UniversityofSouth-EasternNorway
GITAMSchoolofTechnology Notodden,Norway
GITAMUniversity
Bengaluru,India IvanIzonin
DepartmentofPublishingInformation
SelvanayakiKolandapalayamShanmugam Technologies
DepartmentofMathematicsandComputer LvivPolytechnicNationalUniversity
Science Lviv,Ukraine
ConcordiaUniversityChicago
RiverForest,IL,USA
ISSN2367-3370 ISSN2367-3389 (electronic)
LectureNotesinNetworksandSystems
ISBN978-981-16-2125-3 ISBN978-981-16-2126-0 (eBook)
https://doi.org/10.1007/978-981-16-2126-0
©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNatureSingapore
PteLtd.2022
Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether
thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuse
ofillustrations,recitation,broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,and
transmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilar
ordissimilarmethodologynowknownorhereafterdeveloped.
Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication
doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant
protectivelawsandregulationsandthereforefreeforgeneraluse.
Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbook
arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor
theeditorsgiveawarranty,expressedorimplied,withrespecttothematerialcontainedhereinorforany
errorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictional
claimsinpublishedmapsandinstitutionalaffiliations.
ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSingaporePteLtd.
The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721,
Singapore
Wearehonoredtodedicatetheproceedings
ofICOECA2021toalltheparticipants,
organizers,andeditorsofICOECA2021.
Preface
It is a great privilege for us to present the proceedings of the First International
Conference on Expert Clouds and Applications (ICOECA 2021) to the readers,
delegates,andauthorsoftheconferenceevent.Wegreatlyhopethatallthereaders
willfinditmoreusefulandresourcefulfortheirfutureresearchendeavors.
TheFirstInternationalConferenceonExpertCloudsandApplications(ICOECA
2021) was held at GITAM School of Technology, GITAM University, Bengaluru,
India,fromFebruary18to19,2021,withanaimtoprovideaplatformforresearchers,
academicians,andindustrialiststodiscussthestate-of-the-artresearchopportunities,
challenges, and issues in intelligent computing applications. The revolutionizing
scopeandrapiddevelopmentofcomputingtechnologieswillalsocreatenewresearch
questionsandchallenges,whichinturnresultsintheneedtocreateandsharenew
researchideasandencouragesignificantawarenessinthisfuturisticresearchdomain.
The proceedings of ICOECA 2021 provides limelight on creating a new research
landscape forintelligentcomputing applications withthesupportreceived andthe
researchenthusiasmthathastrulyexceededourexpectations.Thismadeustobemore
satisfiedanddelightedtopresenttheproceedingswithahighlevelofsatisfaction.
The responses from the researchers to the conference had been overwhelming
from India and overseas countries. We have received 221 manuscripts from the
prestigious universities/institutions across the globe. Furthermore, 55 manuscripts
areshortlistedbasedonthereviewingoutcomesandconferencecapacityconstraints.
Nevertheless,wewouldliketoexpressourdeepgratitudeandcommendationforthe
entire conference review team, who helped us to select the high-quality research
works that are included in the ICOECA 2021 proceedings published by Springer.
Also, we would like to extend our appreciation to organizing committee members
fortheircontinualsupport.
WearepleasedtothankSpringerpublicationsforpublishingtheproceedingsof
ICOECA2021andmaximizingthepopularityoftheresearchmanuscriptacrossthe
globe.
vii
viii Preface
Atlast,wewishalltheauthorsandparticipantsoftheconferenceeventagrand
successintheirfutureresearchendeavors.
Dr.I.JeenaJacob
AssociateProfessor,DepartmentofComputer
ScienceandEngineering
GITAMSchoolofTechnology
GITAMUniversity
Bengaluru,India
Dr.FranciscoM.Gonzalez-Longatt
Professor,ElectricalPowerEngineering
UniversityofSouth-EasternNorway
Notodden,Norway
Dr.SelvanayakiKolandapalayamShanmugam
AssociateProfessor,DepartmentofMathematics
andComputerScience
ConcordiaUniversityChicago
RiverForest,IL,USA
Dr.IvanIzonin
DepartmentofPublishingInformation
Technologies
LvivPolytechnicNationalUniversity
Lviv,Ukraine
Acknowledgements
WewishtoexpressourgratitudeandappreciationtoourbelovedPresidentSriM.
Sri Bharath and dynamic Chancellor Prof. K. Ramakrishna Rao for their constant
encouragement and guidance to successfully organize the first conference in this
series.TheyhavestronglyencouragedusinconductingtheconferencesatGITAM
SchoolofTechnology,GITAMUniversity,Bengaluru.Also,weliketothankVice-
ChancellorProf.K.SivaRamakrishna,Pro-Vice-Chancellor ofBengalurucampus
Prof.D.S.Rao,andalltheboardofdirectorsfortheirperpetualsupportduringthe
conductoftheFirstICOECA2021fromwhichtheconferenceproceedingsbookhas
evolvedintoexistence.
We like to thank all our review board members, who have assured the research
noveltyandqualityfromtheinitialtofinalselectionphaseoftheconference.Also,
we are thankful especially to our eminent speakers, reviewers, and guest editors.
Furthermore,weliketoacknowledgeallthesessionchairsoftheconferenceevent
for the seamless contribution in evaluating the oral presentation of the conference
participants.
We would like to mention the hard work put up by the authors to revise and
updatetheirmanuscriptsaccordingtothereviewcommentstomeettheconference
andpublicationstandards.
We would like to thank Springer publications for their consistent and timely
assistancethroughoutthepublicationprocess.
ix
Contents
Minimizing Energy Through Task Allocation Using Rao-2
AlgorithminFogAssistedCloudEnvironment ....................... 1
LalbihariBarik, SudhansuShekharPatra, ShaliniKumari,
AnmolPanda,andRabindraKumarBarik
SensitivityContextAwarePrivacyPreservingDiseasePrediction ....... 11
A.N.RamyaShree,P.Kiran,N.Mohith,andM.K.Kavya
DesigningaSmartSpeakingSystemforVoicelessCommunity ......... 21
SaravananAlagarsamy,R.RajaSubramanian,PraveenKumarBobba,
PradeepJonnadula,andSanathReddyDevarapalli
ANNsforAutomaticSpeechRecognition—ASurvey .................. 35
BhuvaneshwariJoladandRajashriKhanai
CybersecurityintheAgeoftheInternetofThings:AnAssessment
oftheUsers’PrivacyandDataSecurity ............................. 49
SrirangK.JhaandS.SanjayKumar
ApplicationofArtificialIntelligenceinNewProductDevelopment:
InnovativeCasesofCrowdsourcing ................................. 57
SrirangK.JhaandSanchitaBansal
TheEffectoftheTopologyAdaptationonSearchPerformance
inOverlayNetwork ................................................ 65
MuntasirAl-AsfoorandMohammedHamzahAbed
Flanker Task-Based VHDR Dataset Analysis for Error Rate
Prediction ........................................................ 75
RajeshKannanMegalingam, SankardasKariparambilSudheesh,
andVamsyVivekGedela
Integrating University Computing Laboratories with AWS
forBetterResourceUtilization ...................................... 87
KailashChandraBandhuandAshokBhansali
xi