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个人简介

主讲本科课程 JSP语言程序设计 主讲研究生课程 云计算;海量数据分析 学习与工作经历 2000.9-2004.7,吉林农业大学计算机科学与技术专业,本科生,获工学学士学位 2005.9-2007.7,吉林大学计算机系统结构,硕士研究生,获工学硕士学位 2008.9-2013.7,吉林大学计算机系统结构,博士研究生,获工学博士学位 2016.4-2018.7,葡萄牙米尼奥大学信息学院,博士后 2013.6-2014.6,英国牛津大学,项目交流 2013.9-至今,长春工业大学,教师 2013.9-2015.7,长春工业大学,讲师 2015.9被评为副教授

研究领域

分布式系统;云计算;移动云计算;大数据分析; 在云计算方向上主要从事云计算的虚拟化技术、虚拟机动态迁移的机制和策略等方面的研究。在移动云计算方面主要从事移动云计算模型的建立与部署方法的研究。在大数据方向上主要从事数据分析的工作,从机器学习、深度学习的角度,基于监督学习或无监督学习的数据分析与预测等。

科研项目 1、云存储中大数据事务处理的弹性负载均衡方法(2016347),吉林省教育厅研究项目,2016.1-2018.12,5万.主持。 2、“MONICA”MobileCloudComputing:NetworksServicesandArchitecture(FP7-PEOPLE-2011-IRSES),欧盟第七框架计划(FP7)境外合作科研项目:2011.1-2013.12,参加人。 3、网格环境下基于数据交换区的作业分配与再调度(61073009),国家自然科学基金项目,2011.1-2013.12,33万,参加人。 4、CPS系统体系结构、平台集成与实验床(2011AA010101),“863”计划项目,2011.1-2013.12,93万,参加人。 5、云计算环境下的虚拟资源调度算法研究,吉林省教育厅应用研究项目,2011.03-2013.12,4万,参加人。 6、移动平台综合地球物理数据处理与集成系统(SinoProbe-09-01-03),国家公益性行业科研专项子课题,2011.1-2012.12,1017万,参加人。 7、面向服务的网构软件开发平台关键技术研究(20101525),吉林省科技厅自然科学基金项目,2010.01.01-2012.12,6万,参加人。 8、云计算资源规划策略与算法研究(20101533),吉林省科技厅自然科学基金项目,2010.01.01-2012.12,6万,参加人。 9、基于OSGi的构件技术开发平台(2010085),吉林省教育厅应用研究项目,2010.10-2012.10,4万,参加人。 10、多步入侵警报的综合关联系统(60873235),国家自然科学基金项目,2009.1-2011.12,34万,参加人。 11、网格应用程序执行性能的动态监控与预报(60473099),国家自然科学基金项目,2005.1-2007.12,23万,参加人。

近期论文

查看导师最新文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

1、JiaZhao,KunYang,XiaohuiWei,YanDing,LiangHu,*GaochaoXu,“AHeuristicClustering-basedTaskDeploymentApproachforLoadBalancingUsingBayesTheoreminCloudEnvironment”,IEEETransactiononParallelandDistributedSystems,27(2):305-316,2016.(SCIJCRQ1DE8ZM000370925200001IF2.749) 2、JiaZhao,JiaSun,YunanZhai,etal.ANovelClustering-BasedSamplingApproachforMinimumSampleSetinBigDataEnvironment.InternationalJournalofPatternRecognitionandArtificialIntelligence,32(2):1850003,2018.(DOI:10.1142/S0218001418500039,SCIIF0.994) 3、GaochaoXu,YanDing,YuqiangJiang,MingHu,*JiaZhao,ANovelDistributedRecommendationFrameworkUsingBigDatainSocialContext,InternationalJournalofPatternRecognitionandArtificialIntelligence,31(7):1759015,2017.(DOI:10.1142/S0218001417590157,SCIIF0.994) 4、JiaZhao,ShumaoOu,LiangHu,YanDing,GaochaoXu,“AHeuristicPlacementSelectionApproachofPartitionsofMobileApplicationsinMobileCloudComputingModelbasedonCommunityCollaboration”,ClusterComputing,20(4)2017,3131-3146.(SCIIF2.040) 5、YanDing,GaochaoXu,ChunyiWu,LiangHu,YunanZhai,JiaZhao*,“Explorevirtualmachinedeploymenttomobilecloudcomputingformulti-tenancyandenergyconservationinwirelessnetwork”,ClusterComputing,20(4)2017,3263-3274.(SCIIF2.040) 6、ZeleiLiu,LiangHu,ChunyiWu,YanDing,JiaZhao*,“Anoveltrajectorysimilarity–basedapproachforlocationprediction”,InternationalJournalofDistributedSensorNetworks,2016,12(11).(SCIIF1.239) 7、ZeleiLiu,LiangHu,ChunyiWu,YanDing,QuangangWen,JiaZhao*,“Anovelprocess-basedassociationruleapproachthroughmaximalfrequentitemsetsforbigdataprocessing”,FutureGenerationComputerSystems.(doi.org/10.1016/j.future.2017.08.017SCIIF3.997) 8、GaochaoXu,YanDing,ChunyiWu,YunanZhai,JiaZhao*,ExploreMaximalFrequentItemsetsforBigDataPre-processingbasedonSmallSampleinCloudComputing,Proceedingofthe8thInternationalCongressonUltraModernTelecommunicationsandControlSystemsandWorkshops,pp.235-239,2016. 9、XuXu,JiaZhao,GaochaoXu,YanDing,andYunmengDong,“DSMC:ANovelDistributedStore-RetrieveApproachofInternetDataUsingMapReduceModelandCommunityDetectioninBigData”,InternationalJournalofDistributedSensorNetworks,2014(2014):430848(SCIJCRQ3AU7AK000345752700001EI(JA)20145100353291) 10、YunanZhai,MingHu,JiaZhao,AnEnergy-efficientTaskSchedulingApproachbasedonFireflyAlgorithm,JournalResidualsScience&Technology,13(8),2017.(SCIOnline) 11、GaochaoXu,YanDing,ShumaoOu,LiangHuandJiaZhao*,“A‘Follow-Me’ComputingSchemebasedonVirtualMachineMovementforQoSImprovementinMobileCloudComputingEnvironments”,ComputerModellingandNewTechnologies,18(4):74-81,2014.(EI(JA)20142917954454) 12、GaochaoXu,YunmengDong,XiaodongFu,YanDing,PengLiuandJiaZhao*,“AHeuristicTaskDeploymentApproachforLoadBalancing”,ComputerModellingandNewTechnologies,18(4):31-36,2014.(EI(JA)20142917954447) 13、GaochaoXu,PengLiu,XiaodongFu,YunmengDong,JiaZhaoand*YanDing,“ANovelTaskDeploymentApproachBasedonGraphTheoryforPowerSaving”,ComputerModellingandNewTechnologies,18(5):73-78,2014.(IndexEI(JA)201447214773) 14、GaochaoXu,YushuangDong,BingyiSun,XiaodongFu,andJiaZhao,“AnapproachofVMimagecustomizedthroughLinuxfromscratchoncloudplatform”,ComputerModellingandNewTechnologies,18(4):62-67,2014.(IndexbyEI(JA)20142917954452) 15、JiaZhao,LiangHu,YanDing,GaochaoXu,MingHu.“AHeuristicPlacementSelectionofLiveVirtualMachineMigrationforEnergy-savinginCloudComputingEnvironment”,PLOSONE,9(9):e108275,2014.(SCIJCRQ1AQ0SJ000342492700105IF3.534) 16、JiaZhao,LiangHu,YanDing,GaochaoXu,YushuangDong,XiaodongFu,“ALocationSelectionPolicyofLiveVirtualMachineMigrationforPowerSavingandLoadBalancing”,TheScientificWorldJournal,2013(SCIJCRQ1261BJ000327638400001IF1.732) 17、LiangHu,JiaZhao,GaochaoXu,YanDing,JianfengChu,“HMDC:LiveVirtualMachineMigrationBasedonHybridMemoryCopyandDeltaCompression”,AppliedMathematics&InformationScience,7(2),639-646,2013(SCIJCRQ3241CR000326144500038IF1.232) 18、GaochaoXu,YanDing,JiaZhao*,LiangHu,XiaodongFu,“ANovelArtificialBeeColonyApproachofLiveVirtualMachineMigrationPolicyUsingBayesTheorem”,TheScientificWorldJournal,2013.(SCIJCRQ1276RO000328767600001IF1.732) 19、JiaZhao,LiangHu,GaochaoXu,DechengChang,YanDing,XiaodongFu,“AFastLiveMigrationAlgorithmofVirtualMachinewithCPUScheduling”,ProceedingsofThe2013InternationalConferenceonGrid&CloudComputingandApplications,111-117,2013(SCIpublishedTOP350.71) 20、GaochaoXu,YushuangDong,KunYang,XiaodongFu,JiaZhao*,“DeploymentofCustomizedVirtualMachineonCloudPlatform”,ProceedingsofThe19thInternationalConferenceonParallelandDistributedProcessingTechniquesandApplications,2013(SCIpublishedTOP200.84) 21、JiaZhao,LiangHu,GaochaoXu,YanDingandJianfengChu,“Asurveyongreencomputingbasedoncloudenvironment”,InternationalJournalofOnlineEngineering,9(3):27-33,July2013.(IndexbyEI(JA)20133116560478) 22、GaochaoXu,YushuangDong,XiaodongFu,YanDing,XuXu,JiaZhao*,“RapidVirtualMachineDeploymentApproachonCloudPlatform”,JournalofComputationalInformationSystems,9(18):7381-7388,2013.(EI(JA)20134416914519) 23、GaochaoXu,YanDing,LiangHu,XiaodongFu,JiaZhao*,HaoYan,JianfengChu,“ResearchonMobileCloudComputing”,JournalofConvergenceInformationTechnology,8(8):341-348. 24、GaochaoXu,YushuangDong,XiaodongFu,YanDing,JiaZhao*andXinzhongLiu,“AnApproachforDomainReductionwithDataDependenceinMutationtesting”,JournalofSoftware,8(6):1511-1517,2013.(EI(JA)20132416421566) 25、GaochaoXu,YanDing,JiaZhao*,LiangHuandXiaodongFu,“ResearchontheInternetofThings(IoT)”Sensors&TransducersJournal,159(12):463-471,2013.(EI(JA)20140917410758) 26、GaochaoXu,YanDing,XuXu,YushuangDong,JiaZhao,YunmengDong*,“AHeuristicLocationSelectionStrategyofVirtualMachineBasedOntheResidualLoadFactor”,JournalofComputationalInformationSystems,9(18):7389-7396,2013.(EI(JA)20134416914520) 27、LiangHu,JiaZhao,GaochaoXu,YanDing,JianfengChu,“ASurveyonDataMigrationManagementinCloudEnvironment”,JournalofDigitalInformationManagement,10(5):324-331,October2012.(EI(JA)20125015801250) 28、LiangHu,JiaZhao,GaochaoXu,DechengChang,JianfengChu,“AFastConvergentLiveMigrationofVirtualMachine”,JournalofInformation&ComputationalScience,9(15):4405-4412,2012.(IndexbyEI(JA)20130315909985) 29、LiangHu,JiaZhao,XiaodongFu,LinLin,JianfengChu,“LTS:AnImprovedSelf-AdaptiveDataReplicationStrategyforFileSharinginGrid”,Sensors&TransducersJournal,16(SI):52-60,2012.(IndexbyEI(JA)20130916054315) 30、LiangHu,LinLin,JiaZhao,XilongChe,XiaohuiWei,OptimisationtotheExecutionPerformanceofGridJobbasedonDistributedFileSystem,InternationalJournalofParallel,EmergentandDistributedSystems,27(2):109-121,2012.(EI(JA)20121414925004) 31、LiangHu,LinLin,JiaZhao,ResearchonPerformanceOptimizationforGridApplicationUsingDistributedFileSystem,ProceedingsofThe5thInternationalConferenceonFrontierofComputerScienceandTechnology(FCST2010),Changchun,China,FCST2010,p3-8,2010(EI(CA)20104213304482) 32、LiangHu,LinLin,JiaZhao,PFSC:AResearchonPublicFileScanandCertificateinGrid,ProceedingsoftheEighthInternationalConferenceonMachineLearningandCybernetics,Baoding,China,pp3574-3578,2009.(EI(CA)20094612446789)

学术兼职

IEEEMobileCloud2016;IEEEMobileCloud2017;IEEEMobileCloud2018;ICCAT'2015;ICSPDM'2015;IoT-CT2015;WSCAR'2015;WSCAR'2016;ICARCAD2017等编委;TheJournalofSupercomputing审稿人。

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