个人简历

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

近期论文

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