Cloud Computing: 11th EAI International Conference, CloudComp 2021, Virtual Event, December 9–10, 2021, Proceedings (Lecture Notes of the Institute ... and Telecommunications Engineering)

241 Pages·2022·20.343 MB·English

by  Mohammad R. Khosravi (editor), Qiang He (editor), Haipeng Dai (editor)

Mohammad R. Khosravi
Qiang He
Haipeng Dai (Eds.)
430
Cloud Computing
11th EAI International Conference, CloudComp 2021
Virtual Event, December 9–10, 2021
Proceedings
123
Lecture Notes of the Institute
for Computer Sciences, Social Informatics
and Telecommunications Engineering 430
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
Xuemin(Sherman)Shen
UniversityofWaterloo,Waterloo,Canada
MirceaStan
UniversityofVirginia,Charlottesville,USA
XiaohuaJia
CityUniversityofHongKong,Kowloon,HongKong
AlbertY.Zomaya
UniversityofSydney,Sydney,Australia
Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/8197
· ·
Mohammad R. Khosravi Qiang He
Haipeng Dai (Eds.)
Cloud Computing
11th EAI International Conference, CloudComp 2021
Virtual Event, December 9–10, 2021
Proceedings
Editors
MohammadR.Khosravi QiangHe
PersianGulfUniversity SwinburneUniversityofTechnology
Bushehr,Iran Hawthorn,VIC,Australia
HaipengDai
NanjingUniversity
Nanjing,China
ISSN 1867-8211 ISSN 1867-822X (electronic)
LectureNotesoftheInstituteforComputerSciences,SocialInformatics
andTelecommunicationsEngineering
ISBN 978-3-030-99190-6 ISBN 978-3-030-99191-3 (eBook)
https://doi.org/10.1007/978-3-030-99191-3
©ICSTInstituteforComputerSciences,SocialInformaticsandTelecommunicationsEngineering2022
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Preface
We are delighted to introduce the proceedings of the 11th edition of the European
Alliance for Innovation (EAI) International Conference on Cloud Computing
(CloudComp 2021). This conference brought together researchers, developers, and
practitioners around the world who are leveraging and developing cloud computing
technologies for efficient and intelligent computing in secure and smart environments
with distributed devices. The theme of CloudComp 2021 was “Cloud Computing for
SecureandSmartApplications”.
The technical program of CloudComp 2021 consisted of 17 papers, comprising
threereviewpapersand14originalresearchpapers,presentedatthemainconference
tracks.Theconferenceproceedingshasbeenorganizedintothreegeneralsectionsinthis
book: Data Analytics for Cloud Systems with Distributed Applications, Cloud
ArchitectureandChallengesinReal-WorldUse,andSecurityinCloud/EdgePlatforms.
In the first section, seven papers around the importance of intelligent computing,
efficientprocessing,andmachineleaning(specificallydeeplearning)withapplications
totraditionalanddistributedcloudsystemsarepresented.Inthesecondsection,there
arefivepaperswithaseriousfocusonarchitectureandchallengesofcloudsystemsfor
realizingcloud-basedservices.Andfinally,thelastsectionintroducesthefiveremaining
papers focused on different aspects of security for cloud- and internet of things
(IoT)-basedapplications.
WedeeplythankallofourTechnicalProgramCommitteemembersandreviewers
who helped us to organize the conference under the difficult circumstances of the
COVID-19pandemic.Also,thecontributionofourparticipantsishighlyappreciatedand
wehopetohaveallofthematthenextmeetingofCloudComp.Finally,agreatthanks
to all the EAI staff and managers for their constant support is needed. We strongly
believe that CloudComp 2021 provided a good forum for all researchers, developers,
andpractitioners todiscussallscientific andtechnological aspects thatarerelevant to
cloudsystemsandcloud/edgecomputingapplications.
December2021 MohammadR.Khosravi
QiangHe
HaipengDai
ShangguangWang
JunShen
LianyongQi
Organization
SteeringCommittee
ImrichChlamtac(Chair) UniversityofTrento,Italy
XuyunZhang MacquarieUniversity,Australia
GuanfengLiu MacquarieUniversity,Australia
OrganizingCommittee
GeneralChairs
QiangHe SwinburneUniversityofTechnology,Australia
YunYang SwinburneUniversityofTechnology,Australia
HaipengDai NanjingUniversity,China
YuanYuan MichiganStateUniversity,USA
TechnicalProgramCommitteeChairs
ShangguangWang BeijingUniversityofPostsand
Telecommunications,China
JunShen UniversityofWollongong,Australia
LianyongQi QufuNormalUniversity,China
MohammadR.Khosravi PersianGulfUniversity,Iran
SponsorshipandExhibitChairs
DongYuan UniversityofSydney,Australia
XiaokangZhou ShigaUniversity,Japan
DharavathRamesh IndianInstituteofTechnology(ISM)Dhanbad,
India
LocalChairs
HaiDong RMITUniversity,Australia
FeiDai SouthwestForestryUniversity,China
KeshavSood DeakinUniversity,Australia
viii Organization
WorkshopsChairs
PremPrakashJayaraman SwinburneUniversityofTechnology,Australia
VarunG.Menon SCMSSchoolofEngineeringandTechnology,
India
XiaokangWang St.FrancisXavierUniversity,Canada
PublicityandSocialMediaChairs
XiaolongXu NanjingUniversityofInformationScienceand
Technology,China
MehdiElahi UniversityofBergen,Norway
MaqboolKhan Sino-PakCenterforArtificialIntelligence,
PAF-IAST,Pakistan
PublicationsChairs
MohammadR.Khosravi PersianGulfUniversity,Iran
YiwenZhang AnhuiUniversity,China
XuyunZhang MacquarieUniversity,Australia
WebChairs
DezeZeng ChinaUniversityofGeosciences,China
ShancangLi UniversityoftheWestofEngland,UK
AlirezaJolfaei MacquarieUniversity,Australia
TechnicalProgramCommittee
FizaAbdulRahim UniversitiTenagaNasional,Malaysia
LiangyiGong TsinghuaUniversity,China
ZhifengBao RoyalMelbourneInstituteofTechnology
University,Australia
MariaDoloresCano UniversidadPolitecnicadeCartagena,Spain
LianhuaChi LaTrobeUniversity,Australia
GuangmingCui SwinburneUniversityofTechnology,Australia
WenwenGong ChinaAgriculturalUniversity,China
QiangHe SwinburneUniversity,Australia
Md.KafiulIslam IndependentUniversity,Bangladesh
WenminLin HangzhouNormalUniversity,China
GuanfengLiu MacquarieUniversity,Australia
MaheshMaddumala UniversityofMissouri,USA
TamimAlMahmud AstonUniversity,UK
YipingWen HunanUniversityofScienceandTechnology,
China
Organization ix
SyedaNaqvi UniversityofEngineeringandTechnologyTaxila,
Pakistan
ManikSharma DAVUniversity,India
PatrickSiarry UniversitéParis-EstCréteil,France
DanielSun CSIRO,Australia
WendaTang LancasterUniversity,UK
KhosroRezaee MeybodUniversity,Iran
Contents
DataAnalyticsforCloudSystemswithDistributedApplications
LoadQualityAnalysisandForecastingforPowerDataSetonCloud
Platform ............................................................. 3
JixiangGan,QiLiu,andJingZhang
ASurveyofTrafficPredictionBasedonDeepNeuralNetwork:Data,
MethodsandChallenges ................................................ 17
PengfeiCao,FeiDai,GuozhiLiu,JinmeiYang,andBiHuang
ADynamicGestureRecognitionControlFileMethodBasedonDeep
Learning ............................................................. 30
FuminLiu,YuezhongWu,FalongXiao,andQiangLiu
A Lightweight FCNN-Driven Approach to Concrete Composition
ExtractioninaDistributedEnvironment .................................. 40
HuiLu, KondwaniMichaelKamoto, QiLiu, YimingZhang,
XiaodongLiu,XiaolongXu,andLianyongQi
TriangleCoordinateDiagramLocalizationforAcademicLiteratureBased
onLineSegmentDetectioninCloudComputing ........................... 47
BaixuanTang,JielinJiang,XiaolongXu,LianyongQi,XiaokangZhou,
andYangChen
OptimizingFundAllocationforGame-BasedVerifiableComputation
Outsourcing .......................................................... 60
PinglanLiu,XiaojuanMa,andWenshengZhang
ASurveyofFaceImageInpaintingBasedonDeepLearning ................ 72
ShiqiSu, MiaoYang, LiboHe, XiaofengShao, YuxuanZuo,
andZhenpingQiang
CloudArchitectureandChallengesinReal-WorldUse
LayeredServiceModelArchitectureforCloudComputing .................. 91
VishalKaushik,PrajwalBhardwaj,andKaustubhLohani
KPG4Rec:KnowledgeProperty-AwareGraphforRecommenderSystems ..... 107
HaoGe,QianmuLi,ShunmeiMeng,andJunHou