IoT as a Service: 7th EAI International Conference, IoTaaS 2021, Sydney, Australia, December 13–14, 2021, Proceedings PDF
Preview IoT as a Service: 7th EAI International Conference, IoTaaS 2021, Sydney, Australia, December 13–14, 2021, Proceedings
Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 421 EditorialBoardMembers OzgurAkan MiddleEastTechnicalUniversity,Ankara,Turkey PaoloBellavista UniversityofBologna,Bologna,Italy JiannongCao HongKongPolytechnicUniversity,HongKong,China GeoffreyCoulson LancasterUniversity,Lancaster,UK FalkoDressler UniversityofErlangen,Erlangen,Germany DomenicoFerrari UniversitàCattolicaPiacenza,Piacenza,Italy MarioGerla UCLA,LosAngeles,USA HisashiKobayashi PrincetonUniversity,Princeton,USA SergioPalazzo UniversityofCatania,Catania,Italy SartajSahni UniversityofFlorida,Gainesville,USA XueminShen UniversityofWaterloo,Waterloo,Canada MirceaStan UniversityofVirginia,Charlottesville,USA XiaohuaJia CityUniversityofHongKong,Kowloon,HongKong AlbertY.Zomaya UniversityofSydney,Sydney,Australia Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/8197 · Walayat Hussain Mian Ahmad Jan (Eds.) IoT as a Service 7th EAI International Conference, IoTaaS 2021 Sydney, Australia, December 13–14, 2021 Proceedings Editors WalayatHussain MianAhmadJan UniversityofTechnologySydney AbdulWaliKhanUniversity Sydney,NSW,Australia Mardan,Pakistan ISSN 1867-8211 ISSN 1867-822X (electronic) LectureNotesoftheInstituteforComputerSciences,SocialInformatics andTelecommunicationsEngineering ISBN 978-3-030-95986-9 ISBN 978-3-030-95987-6 (eBook) https://doi.org/10.1007/978-3-030-95987-6 ©ICSTInstituteforComputerSciences,SocialInformaticsandTelecommunicationsEngineering2022 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe 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 storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface It is my great pleasure to introduce the proceedings of the seventh edition of the European Alliance for Innovation (EAI) International Conference on the Internet of Things(IoT)asaService(IoTaaS2021). TheInternetofThings(IoT)playsavitalroleintheexistingandfuturegenerationof information,communication,andapplications.IoTistypicallyemployedtoimprovethe efficiencyofcomputingandsensingandcanbeusedinmanyscenarios.IoTcombines with other leading technologies such as cloud, edge, AI, and Big Data analytics to makehumanlivesandsocietycomfortable.Hybridtechnologiesareattractingimmense research interest and have found their presence in numerous applications such as healthcare,transportation,manufacturing,energy,automation,andmanyothers. EAI organised this international conference in collaboration with the University of Technology Sydney, Australia. IoTaaS 2021 aimed to bring together researchers, academicians, students, practitioners, and professionals from academia and industry interestedincreatingIoT-basedservices.Theobjectiveoftheeventwastoprovidean internationalforumwhereresearcherscouldpresentexisting,evolving,ornovelideas and share their views, fostering discussions and future collaborations among different stakeholders. The conference received 129 papers, and after a rigorous peer-review process,only42%ofthepaperswereaccepted.Theresearchcontributorsofthisevent camefromacrosstheglobe,includingAustralia,China,NewZealand,theUK,Germany, Turkey, Egypt, Saudi Arabia, Pakistan, Kenya, and Iraq. These authors shared their originalresearchandexchangedtheirideas,includingkeyresearchfindings,andfuture researchdirections. ThetechnicalprogramofIoTaaS2021consistedof17fullpapersinoralpresentation sessions at the main conference tracks: Track 1 – Intelligent IoT Communication Solutions;Track2–SocialInternetofThings:Security,andmanagement;andTrack3– MachineLearningPredictionandRecommendationinIoT.Asidefromthehigh-quality technicalpaperpresentations,thetechnicalprogramalsofeaturedtwokeynotespeeches given by Fethi Rabhi from the University of New South Wales, Australia, and Halit HamiOZfromIstanbulGedikUniversity,Turkey. IwanttothankImrichChlamtacforhiscontinuoussupportandguidance.Iwantto thank all presenters and participants of this event who submitted their research work. We would like to express our sincere gratitude to the inspirational keynote speakers, Program Committee members, and anonymous reviewers for their time and energy to criticallyreviewedpapers.IalsowanttothankallEAIstaffmembers,particularlythe conferencemanager,LuciaSladeckova,whomadethiseventpossible. vi Preface I strongly believe that the IoTaaS conference provides a good forum for all researchers,developers,andpractitionerstodiscussallscienceandtechnologyaspects relevanttosmartcommunications. June2022 WalayatHussain MianAhmadJan Organization SteeringCommittee ImrichChlamtac UniversityofTrento,Italy OrganizingCommittee GeneralChair WalayatHussain VictoriaUniversity,Melbourne,Australia& UniversityofTechnologySydney,Sydney, Australia GeneralCo-chairs MianAhmadJan AbdulWaliKhanUniversity,Pakistan SaqibAli SultanQaboosUniversity,Oman HonghaoGao ShanghaiUniversity,China TPCChairandCo-chairs JoséMariaMerigó UniversityofTechnologySydney,Australia AsmaMusabahAlkalbani UniversityofTechnologyandAppliedSciences, Oman AsafVarol MaltepeUniversity,Turkey SponsorshipandExhibitChair HonghaoGao ShanghaiUniversity,China PublicityandSocialMediaChairs NausheenSaeed DalarnaUniversity,Sweden RaheelRaza FiratUniversity,Turkey PublicationsChairs WalayatHussain UniversityofTechnologySydney,Australia RaheelRaza FiratUniversity,Turkey viii Organization WebChair FazlullahKhan AbdulWaliKhanUniversity,Pakistan TechnicalProgramCommittee JunaidBabar UniversityofBalochistan,Pakistan MuhammadRaheelRaza FiratUniversity,Turkey WalayatHussain UniversityofTechnologySydney,Australia MianAhmadJan AbdulWaliKhanUniversity,Pakistan FethiRabhi UniversityofNewSouthWales,Australia MuhammadAkram BUITEMS,Pakistan AbdulKhaliqueShaikh SultanQaboosUniversity,Oman MahmoudBekhit UniversityofTechnologySydney,Australia PariaSadeghian DalarnaUniversity,Sweden MuhammadIrshadNazeer IBAUniversity,Pakistan ErnestoLeon-Castro UniversidadCatólicadelaSantísimaConcepción, Chile HafsaUsmani HamdardUniversity,Pakistan ArifAli WellingtonInstituteofTechnology,NewZealand AntoninoGalletta UniversityofMessina,Italy AlessandroRuggiero UniversityofSalerno,Italy MartaChinnici ENEA,Italy LelaMirtskhulava SanDiegoStateUniversityGeorgia,USA AmaraAtif UniversityofTechnologySydney,Australia NadirZia SultanQaboosUniversity,Oman NausheenSaeed DalarnaUniversity,Sweden AqdasMalik SultanQaboosUniversity,Oman AdilHammadi CurtinUniversity,Australia RajaWaseemAnwar ArabOpenUniversity,Oman FanZhang DalarnaUniversity,Sweden MuhammadSaqib Data61,CSIRO,Australia MounimA.ElYacoubi InstitutPolytechniquedeParis,France NestorVelascoBermeo UniversityCollegeDublin,Ireland MohamedFirdhous UniversityofMoratuwa,SriLanka SrdjanSkrbic UniversityofNoviSad,Serbia MarcinPaprzycki SystemsResearchInstitute,PolishAcademyof Sciences,Poland Contents IntelligentIoTCommunicationSolutions Stochastic Security Ephemeral Generation Protocol for 5G Enabled InternetofThings ..................................................... 3 MustafaA.AlSibahee, VincentOmolloNyangaresi, JunchaoMa, andZaidAmeenAbduljabbar AnEnhancementtoChannelAccessMechanismfortheIEEE802.15.3C MillimeterWave(5G)StandardtoSupportStringentQoSRequirements ofIoT ............................................................... 19 MuhammadSajjadAkbar, ZawarHussain, QuanZ.Sheng, andSubhasMukhopadhyay ChannelEstimationforMillimeterWaveMIMOSystem:ASequential AnalysisApproach .................................................... 39 JinduoZhang,RongfeiFan,andPengLiu A Comprehensive Study on the Energy Efficiency of IoT from Four Angles:ClusteringandRoutinginWSNs,SmartGrid,FogComputing andMQTT&CoAPApplicationProtocols ................................ 54 ZiyadAlmudayni,BenSoh,andAliceLi SocialInternetofThings:Security,ManagementandTrends Challenges and Issues of the Internet of Things: Factoring Elements fromtheSocial,PoliticalandInformationSystems ......................... 73 ArifAliandWalayatHussian SecurityRequirementsinIoTEnvironments ............................... 84 FtayemBinglaw,MuratKoyuncu,andTolgaPusatlı Reinforcement Learning Based Intelligent Management of Smart CommunityGrids ..................................................... 97 MuhammadKhalid,MirBilalKhan,LiaquatAli,andFaheemAhmed Energy Inefficacy in IoT Networks: Causes, Solutions and Enabling Techniques ........................................................... 110 ZiyadAlmudayni,BenSoh,andAliceLi x Contents IiCE: A Proposed System Based on IoTaaS to Study Administrative EfficiencyinPrimarySchools ........................................... 121 HamadAlmaghrabi,AliceLi,andBenSoh HeterogeneousInstitutionalShareholding,InternalControlandCorporate SocialResponsibility:EvidencefromChineseListedCompanies ............. 139 XinZhang SLANegotiationandRenegotiationinCloudSLAManagement:Issue andChallenges ........................................................ 159 SalehAlkhamees MachineLearningPredictionsandRecommendationsinIoT DeepLearningAnalysisofAustralianStockMarketPricePrediction forIntelligentServiceOrientedArchitecture ............................... 173 MuhammadRaheelRazaandSalehAlkhamees MachineLearningandDeepLearningforPredictingIndoorandOutdoor IoTTemperatureMonitoringSystems .................................... 185 NurIndahLestari, MahmoudBekhit, MohamedAliMohamed, AhmedFathalla,andAhmadSalah IntroducingtheBrewAIAutoMLTool .................................... 198 SiuLungNg,FethiA.Rabhi,GavinWhyte,andAndyZeng ANovelDualPredictionSchemeforDataCommunicationReduction inIoT-BasedMonitoringSystems ........................................ 208 AhmedFathalla, AhmadSalah, MohamedAliMohamed, NurIndahLestari,andMahmoudBekhit Review-BasedRecommenderSystemforHedonicandUtilitarianProducts inIoTFramework ..................................................... 221 AnumTahira,WalayatHussain,andArifAli IoT-BasedDataDrivenPredictionofOffshoreWindPowerinaShort-Term IntervalSpan ......................................................... 233 MuhammadKhalid,MirBilalKhan,ImamDad,andShayhaqFateh AuthorIndex ......................................................... 245
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