Green, Pervasive, and Cloud Computing. 17th International Conference, GPC 2022 Chengdu, China, December 2–4, 2022 Proceedings PDF
Preview Green, Pervasive, and Cloud Computing. 17th International Conference, GPC 2022 Chengdu, China, December 2–4, 2022 Proceedings
Chen Yu Jiehan Zhou Xianhua Song Zeguang Lu (Eds.) 4 4 7 Green, Pervasive, 3 1 S C and Cloud Computing N L 17th International Conference, GPC 2022 Chengdu, China, December 2–4, 2022 Proceedings Lecture Notes in Computer Science 13744 FoundingEditors GerhardGoos KarlsruheInstituteofTechnology,Karlsruhe,Germany JurisHartmanis CornellUniversity,Ithaca,NY,USA EditorialBoardMembers ElisaBertino PurdueUniversity,WestLafayette,IN,USA WenGao PekingUniversity,Beijing,China BernhardSteffen TUDortmundUniversity,Dortmund,Germany MotiYung ColumbiaUniversity,NewYork,NY,USA Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/558 · · · Chen Yu Jiehan Zhou Xianhua Song Zeguang Lu (Eds.) Green, Pervasive, and Cloud Computing 17th International Conference, GPC 2022 Chengdu, China, December 2–4, 2022 Proceedings Editors ChenYu JiehanZhou HuazhongUniversityofScience UniversityofOulu andTechnology Oulu,Finland Wuhan,China ZeguangLu XianhuaSong NationalAcademyofGuoDingInstitute HarbinUniversityofScienceandTechnology ofDataScience Harbin,China Beijing,China ISSN 0302-9743 ISSN 1611-3349 (electronic) LectureNotesinComputerScience ISBN 978-3-031-26117-6 ISBN 978-3-031-26118-3 (eBook) https://doi.org/10.1007/978-3-031-26118-3 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense toSpringerNatureSwitzerlandAG2023 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 Wearepleasedtowelcomeyoutoreadtheproceedingsofthe17thInternationalConfer- enceonGreen,Pervasive,andCloudComputing(GPC2022).ItwasheldinChengdu, ChinaonDecember2–4,2022.GPC2022providedaforumforresearchersandprac- titionerstodiscussandexchangenewideas,work-in-process,researchandpracticein Green,Pervasive,andCloudComputing. The Program Committee received 104 submissions in total. After careful reviews, weaccepted19papersforpublicationintheconferenceproceedingswithanacceptance rateof18.3%. WewouldliketothankthemembersoftheProgramCommitteefrominstitutesacross theworldfortheirhardreviewwork.Theircollectiveeffortsanddiverseexpertisemade theconferenceprogramsuccessfulandexciting.Theirreviewfeedbackandcomments werereallyhelpfulfortheauthorstoimprovetheirpapersandresearch. We would like to thank all the authors and participants for their great support in makingtheconferencesuccessful. WethanktheteamfromSpringerfortheirprofessionalassistanceinthepublication oftheconferenceproceedings. December2022 ChenYu JiehanZhou Organization GeneralChairs ZhiguangQin UniversityofElectronicScienceandTechnology ofChina,China RajkumarBuyya TheUniversityofMelbourne,Australia ProgramChairs ChenYu HuazhongUniversityofScienceandTechnology, China JiehanZhou UniversityofOulu,Finland PublicityChair FangmingLiu HuazhongUniversityofScienceandTechnology, China WebChair QianqianWang HuazhongUniversityofScienceandTechnology, China PublicationChairs XianhuaSong HarbinUniversityofScienceandTechnology, China ZeguangLu NationalAcademyofGuoDingInstituteofData Science,China SteeringCommitteeChair HaiJin HuazhongUniversityofScienceandTechnology, China SteeringCommittee NabilAbdennadher UniversityofAppliedSciences,Switzerland ChristopheCerin UniversityofParisXIII,France viii Organization SajalK.Das MissouriUniversityofScienceandTechnology, USA Jean-LucGaudiot UniversityofCalifornia-Irvine,USA Kuan-ChingLi ProvidenceUniversity,Taiwan Cho-LiWang TheUniversityofHongKong,China Chao-TungYang TunghaiUniversity,Taiwan LaurenceT.Yang St.FrancisXavierUniversity,Canada,and HainanUniversity,China ZhiwenYu NorthwesternPolytechnicalUniversity,China WorkshopChairs NingZhang UniversityofWindsor,Canada ZhicaiZhang ShanxiUniversity,China ZheZhang NanjingUniversityofPostsand Telecommunications,China YongliangQiao TheUniversityofSydney,Australia DaobiligeSu ChinaAgriculturalUniversity,China ZichenHuang KyotoUniversity,Japan YangyangGuo AnhuiUniversity,China QiankunFu JilinUniversity,China HonghuaJiang ShandongAgriculturalUniversity,China MeiliWang NorthwestA&FUniversity,China FenghuaZhu InstituteofAutomation,ChineseAcademyof Sciences,China TingXu Chang’anUniversity,China RyanWenLiu WuhanUniversityofTechnology,China RummeiLi BeijingJiaotongUniversity,China TigangJiang UniversityofElectronicScienceandTechnology ofChina,China ShaoenWu IllinoisStateUniversity,USA QingYang UniversityofNorthTexas,USA KunHua LawrenceTechnologicalUniversity,USA GuangjieHan HohaiUniversity,China KaiLin DalianUniversityofTechnology,China XinguoYu CentralChinaNormalUniversity,China JiehanZhou UniversityofOulu,Finland JunShen SoutheastUniversity,China WenbinGan NationalInstituteofInformationand CommunicationsTechnology,Japan KekeHuang CentralSouthUniversity,China Contents SFYOLO:ALightweightandEffectiveNetworkBasedonSpace-Friendly AggregationPerceptionforPearDetection ................................ 1 YipuLi,YuanRao,XiuJin,ZhaohuiJiang,LuLiu,andYuweiWang Feature Fusion Expression Recognition Algorithm Based on DCA DimensionalityReduction .............................................. 17 XiaofangWang,DengjieFang,QianyingZou,andYifeiShi DecisionTreeFusionandImprovedFundusImageClassificationAlgorithm ... 35 XiaofangWang,YanhuaQiu,XinChen,JialingWu,QianyingZou, andNanMu ConstructionMethodofNationalFoodSafetyStandardOntology ............ 50 DieHu,ChunyiWeng,RuoqiWang,XueyiSong,andLiQin FederatedLearning-BasedDrivingStrategiesOptimizationforIntelligent ConnectedVehicles .................................................... 67 WentaoWuandFangFu Traffic Sign Image Segmentation Algorithm Based on Improved Spatio-TemporalMapConvolution ....................................... 81 QianyingZou,LinXiao,GuangXu,XiaofangWang,andNanMu ResearchonSheepCountingAlgorithmUnderSurveillanceVideo ........... 99 YingnanWangandMeiliWang ABlockchain-BasedDistributedMachineLearning(BDML)Approach forResourceAllocationinVehicularAd-HocNetworks ..................... 110 DajunZhang,WeiShi,andRuizheYang RangingofConfocalEndoscopyProbeUsingRecognitionandOptical FlowAlgorithm ....................................................... 122 HaoxiangYu,YuhuaLu,andQianLiu DeploymentStrategyofHighwayRSUsforVehicularAdHocNetworks ConsideringAccidentNotification ....................................... 132 YufengChen, YingkuiMa, ZhengtaoXiang, LeiCai, YuZhang, andHanwenCao x Contents CPSOCKS:Cross-PlatformPrivacyOverlayAdapterBasedonSOCKSv5 Protocol .............................................................. 149 Gabriel-CosminApostol, Alexandra-ElenaMocanu, Bogdan-CostelMocanu,Dragos-MihaiRadulescu,andFlorinPop NonlinearOptimizationMethodforPGCDemodulationofInterferometric Fiber-OpticHydrophone ................................................ 162 JiajingWang,ZhuKou,andXiangtaoZhao MixKd:MixDataAugmentationGuidedKnowledgeDistillationforPlant LeafDiseaseRecognition ............................................... 169 HaotianZhangandMeiliWang MultiresolutionKnowledgeDistillationandMulti-levelFusionforDefect Detection ............................................................. 178 HuoshengXieandYanXiao ANovelWeighted-DistanceCentralizedDetectionMethodinPassive MIMORadar ......................................................... 192 TingsongSongandJiaweiZhu Performer:AResourceDemandForecastingMethodforDataCenters ........ 204 WenkangQi,JieqianYao,JialunLi,andWeigangWu OptimizingVideoQoSforeMBMSUsersintheInternetofVehicles .......... 215 LuWangandFangFu HuffmanTreeBasedMulti-resolutionTemporalConvolutionNetwork forElectricityTimeSeriesPrediction ..................................... 230 ChaoTu,MingChen,LiwenZhang,LongZhao,YongMa,ZiyangYue, andDiWu DeepLearning-BasedAutonomousCowDetectionforSmartLivestock Farming .............................................................. 246 YongliangQiao,YangyangGuo,andDongjianHe AuthorIndex ......................................................... 259
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