教师名录

曹 健 教授

主页:

办公室电话:+86-21-3420-4426

办公地点:SEIEE-3-413

电子邮件:cao-jian@cs.sjtu.edu.cn

实验室: 服务与云计算实验室

  • 研究兴趣
  • 教育背景
  • 工作经验
  • 教授课程
  • 论文发表
  • 项目资助
  • 获奖信息
  • 学术服务

1. 服务计算:随着软件技术与互联网技术的发展,许多业务功能都以软件服务的模式通过互联网进行交付。因而,互联网上的服务已经形成了服务生态系统。如何在服务空间中利用多个服务为用户提供个性化的、高质量的服务具有现实意义。实验室的研究关注于:

(1)服务流程管理

(2)服务个性化

(3)智能服务

2. 网络计算:目前,网络计算模式已经成为主流的计算模式,网格计算、普适计算、云计算等各种计算形态本质上都属于网络计算。本实验室关注于网络计算中广域分布、异构自治的计算资源的协同机制。具体的研究方向为:

(1)云工作流模型

(2)云市场模型

(3)混合云模型

3. 智能数据分析:随着大数据概念的推广,数据的价值越加为大家所重视。然而,要让数据发挥价值,不管数据的规模是“大”还是“小”,其中的核心问题还是如何在理解数据的基础上进行深入分析。实验室近年来在此方向上进行了重点研究,并与许多企业进行了广泛而深入的合作。

(1)个性化推荐

(2)分布式系统智能监控

(3)医疗领域的决策支持

(4)个性化旅游服务

(5)企业数据智能分析

2000年,南京理工大学获得博士学位

2000-2002,上海交通大学,博士后

2004,2008,2010,斯坦福大学,访问学者

2002-2008,上海交通大学,副教授

2009-,上海交通大学,教授

(1)软件工程 (本科)

(2)信息系统建模(博士生)

(3)IT项目管理 (硕士生)

(4)金融服务计算 (研究生实践课)


2016

l   Xiaogang Wang, Jian Cao, Jie Wang: A dynamic cloud service selection strategy using adaptive learning agents. IJHPCN 9(1/2): 70-81 (2016)

2015

l   Xiaogang Wang, Jian Cao, Yang Xiang: Dynamic cloud service selection using an adaptive learning mechanism in multi-cloud computing. Journal of Systems and Software 100: 195-210 (2015)

l   Dingyu Yang, Jian Cao, Sai Wu, Jie Wang: Progressive online aggregation in a distributed stream system. Journal of Systems and Software 102: 146-157 (2015)

l   Zhi Li, Jian Cao, Qi Gu: Temporal-Aware QoS-Based Service Recommendation using Tensor Decomposition. Int. J. Web Service Res. 12(1): 62-74 (2015)

l   Shiyou Qian, Jian Cao, Yanmin Zhu, Minglu Li, Jie Wang: H-Tree: An Efficient Index Structurefor Event Matching in Content-BasedPublish/Subscribe Systems. IEEE Trans. Parallel Distrib. Syst. 26(6): 1622-1632 (2015)

l   Jian Cao, Yan Yao, Yi Wang: Mining change operations for workflow platform as a service. World Wide Web 18(4): 1071-1092 (2015)

l   Guangyan Huang, Jing He, Yanchun Zhang, Wanlei Zhou, Hai Liu, Peng Zhang, Zhiming Ding, Yue You, Jian Cao: Mining streams of short text for analysis of world-wide event evolutions. World Wide Web 18(5): 1201-1217 (2015)

l   Qi Gu, Jian Cao, Yuanjie Li: Mining Service Social Relations Based on Service Network Modeling and Analyzing. SCC 2015: 363-370

l   Jingjing Huangfu, Jian Cao, Chenyang Liu: A Context-Aware Usage Prediction Approach for Smartphone Applications. APSCC 2015: 3-16   

l   Zitai Ma, Jian Cao, Shiyou Qian: DDS: A Deadline Driven Workflow Scheduling Algorithm for Hybrid Amazon Instances. APSCC 2015: 247-257

l   Sizhong Du, Jian Cao: Behavioral anomaly detection approach based on log monitoring. BESC 2015: 188-194

l   Desheng Zhang, Riiobing Jiang, Shiiai Wang, Yanmin Zhu, Bo Yang, Jian Cao, Fan Zhang, Tian He: EveryoneCounts: Data-driven digital advertising with uncertain demand model in metro networks. Big Data 2015: 898-907

l   Yuwen Chen, Jian Cao, Shanshan Feng, Yudong Tan: An ensemble learning based approach for building airfare forecast service. Big Data 2015: 964-969

l   Fangzhou Yang, Dragan Milosevic, Jian Cao: An Evolutionary Algorithm for Column Family Schema Optimization in HBase. BigDataService 2015: 439-445

l   Haiyan Zhao, Shengsheng Wang, Qingkui Chen, Jian Cao: Probabilistic Matrix Factorization Based on Similarity Propagation and Trust Propagation for Recommendation. CIC 2015: 90-98

l   Shiyou Qian, Jian Cao, Frédéric Le Mou?l, Minglu Li, Jie Wang: Towards prioritized event matching in a content-based publish/subscribe system. DEBS 2015: 116-127

l   Baptiste Maingret, Frédéric Le Mou?l, Julien Ponge, Nicolas Stouls, Jian Cao, Yannick Loiseau: Towards a Decoupled Context-Oriented Programming Language for the Internet of Things. COP@ECOOP 2015: 7:1-7:6

l   Chenyang Liu, Jian Cao, Jie Wang: A Parallel Approach for Service Composition with Complex Structures in Pervasive Environments. ICWS 2015: 551-558

l   Shiyou Qian, Jian Cao, Frédéric Le Mou?l, Issam Sahel, Minglu Li: SCRAM: A Sharing Considered Route Assignment Mechanism for Fair Taxi Route Recommendations. KDD 2015: 955-964

l   Shanshan Feng, Jian Cao, Yuwen Chen, Jing Qi: A Model for Discovering Unpopular Research Interests. KSEM 2015: 382-393

2014

l   Dingyu Yang, Dongxiang Zhang, Kian-Lee Tan, Jian Cao, Frédéric Le Mou?l: CANDS: Continuous Optimal Navigation via Distributed Stream Processing. PVLDB 8(2): 137-148 (2014)

l   Jian Cao, Jiwen Fu, Minglu Li, Jinjun Chen: CPU load prediction for cloud environment based on a dynamic ensemble model. Softw., Pract. Exper. 44(7): 793-804 (2014)

l   Liang Hu, Jian Cao, Guandong Xu, Longbing Cao, Zhiping Gu, Wei Cao: Deep Modeling of Group Preferences for Group-Based Recommendation. AAAI 2014: 1861-1867

l   Tianshu Chu, Jie Wang, Jian Cao: Kernel-based reinforcement learning for traffic signal control with adaptive feature selection. CDC 2014: 1277-1282

l   Qijun Shen, Jian Cao, Hua Gu: A Similarity Network Based Behavior Anomaly Detection Model for Computer Systems. CSE 2014: 1738-1745

l   Qi Gu, Yan Zhang, Jian Cao, Guandong Xu, Alfredo Cuzzocrea: A confidence-based entity resolution approach with incomplete information. DSAA 2014: 97-103

l   Yanmin Zhu, Qian Zhang, Hongzi Zhu, Jiadi Yu, Jian Cao, Lionel M. Ni: Towards Truthful Mechanisms for Mobile Crowdsourcing with Dynamic Smartphones. ICDCS 2014: 11-20

l   Liang Hu, Wei Cao, Jian Cao, Guandong Xu, Longbing Cao, Zhiping Gu: Bayesian Heteroskedastic Choice Modeling on Non-identically Distributed Linkages. ICDM 2014: 851-856

l   Qingwen Zhao, Yanmin Zhu, Hongzi Zhu, Jian Cao, Guangtao Xue, Bo Li: Fair energy-efficient sensing task allocation in participatory sensing with smartphones. INFOCOM 2014: 1366-1374

l   Shiyou Qian, Jian Cao, Yanmin Zhu, Minglu Li: REIN: A fast event matching approach for content-based publish/subscribe systems. INFOCOM 2014: 2058-2066

l   Jie Xu, Jian Cao: A Broker-Based Self-organizing Mechanism for Cloud-Market. NPC 2014: 281-293

l   Jean Steve Hirwa, Jian Cao: An Ensemble Multivariate Model for Resource Performance Prediction in the Cloud. NPC 2014: 333-346

l   Changyuan Chen, Jian Cao: Prediction-Based Optimization of Live Virtual Machine Migration. NPC 2014: 347-356

l   Chenyang Liu, Jian Cao, Frédéric Le Mou?l: A low-latency service composition approach in mobile ad hoc networks. SAC 2014: 509-511

2013

l   Yanyun Tao, Minglu Li, Jian Cao: A New Dynamic Population Variation in Genetic Programming. Computing and Informatics 32(1): 63-87 (2013)

l   Jian Cao, Jie Wang, Haiyan Zhao, Minglu Li: An event view specification approach for Supporting Service process collaboration. Concurrency and Computation: Practice and Experience 25(13): 1943-1966 (2013)

l   Yanyun Tao, Yuzhen Zhang, Jian Cao, Yalong Huang: A module-level three-stage approach to the evolutionary design of sequential logic circuits. Genetic Programming and Evolvable Machines 14(2): 191-219 (2013)

l   Dingyu Yang, Jian Cao, Jiwen Fu, Jie Wang, Jianmei Guo: A pattern fusion model for multi-step-ahead CPU load prediction. Journal of Systems and Software 86(5): 1257-1266 (2013)

l   Jian Cao, Wenxing Xu, Liang Hu, Jie Wang, Minglu Li: A Social-Aware Service Recommendation Approach for Mashup Creation. Int. J. Web Service Res. 10(1): 53-72 (2013)

l   Jian Cao, Jie Wang, Haiyan Zhao, Xiaohan Sun: A service process optimization method based on model refinement. The Journal of Supercomputing 63(1): 72-88 (2013)

l   Chen Zhang, Jian Cao: A Dynamic Resource Management Strategy for Cloud Based on Sequential Decision Model and Demand Forecast. CSC 2013: 77-83

l   Yue You, Guandong Xu, Jian Cao, Yanchun Zhang, Guangyan Huang: Leveraging Visual Features and Hierarchical Dependencies for Conference Information Extraction. APWeb 2013: 404-416

l   Jian Cao, Hao Wang, Xiaogang Wang: A distributed algorithm for agent coalition formation with complex tasks. CSCWD 2013: 127-132

l   Wenxing Xu, Jian Cao, Liang Hu, Jie Wang, Minglu Li: A Social-Aware Service Recommendation Approach for Mashup Creation. ICWS 2013: 107-114

l   Liang Hu, Jian Cao, Guandong Xu, Jie Wang, Zhiping Gu, Longbing Cao: Cross-Domain Collaborative Filtering via Bilinear Multilevel Analysis. IJCAI 2013

l   Shiyou Qian, Jian Cao, Yanmin Zhu, Minglu Li, Jie Wang: H-Tree: An efficient index structure for event matching in publish/subscribe systems. Networking 2013: 1-9

l   Yan Yao, Jian Cao, Minglu Li: A Network-Aware Virtual Machine Allocation in Cloud Datacenter. NPC 2013: 71-82

l   Yue You, Guangyan Huang, Jian Cao, Enhong Chen, Jing He, Yanchun Zhang, Liang Hu:

l   GEAM: A General and Event-Related Aspects Model for Twitter Event Detection. WISE (2) 2013: 319-332

l   Liang Hu, Jian Cao, Guandong Xu, Longbing Cao, Zhiping Gu, Can Zhu: Personalized recommendation via cross-domain triadic factorization. WWW 2013: 595-606

2012

l   Yidong Chen, Jian Cao, Jing Xiao: Combined Cache Policy for Service Workflow Execution Acceleration. CDC 2012: 72-79

l   Jian Cao, Jie Wang, Liang Hu, Rujie Lai: A Service Intermediary Agent Framework for Web Service Integration. APSCC 2012: 14-21

l   Wenbo Xu, Jian Cao, Haiyan Zhao, Lei Wang: A Multi-agent Learning Model for Service Composition. APSCC 2012: 70-75

l   Yanyun Tao, Jian Cao, Yuzhen Zhang, Jiajun Lin, Minglu Li: Using module-level Evolvable Hardware approach in design of sequential logic circuits. IEEE Congress on Evolutionary Computation 2012: 1-8

l   Dingyu Yang, Jian Cao, Cheng Yu, Jing Xiao: A Multi-step-ahead CPU Load Prediction Approach in Distributed System. CGC 2012: 206-213

l   Qiuzi Shangguan, Liang Hu, Jian Cao, Guandong Xu: Book Recommendation Based on Joint Multi-relational Model. CGC 2012: 523-530

l   Yijun Deng, Jian Cao, Xiaogang Wang: A distributed multi-agent simulation platform. CSCWD 2012: 64-71

l   Jian Cao, Yihua Wu, Minglu Li: Energy Efficient Allocation of Virtual Machines in Cloud Computing Environments Based on Demand Forecast. GPC 2012: 137-151

l   Xiaogang Wang, Jian Cao, Jie Wang: A Runtime Goal Conflict Resolution Model for Agent Systems. IAT 2012: 340-347

l   Dingyu Yang, Jian Cao: A Scalable Data Warehouse Model Based on Complex Semantic Event Processing in Distributed Systems. ICDE Workshops 2012: 94-97

l   Liang Hu, Jian Cao, Guandong Xu, Zhiping Gu: Latent Informative Links Detection. KES 2012: 1233-1242

2011

l   Hongxia Tong, Jian Cao, Shensheng Zhang, Minglu Li: A Distributed Algorithm for Web Service Composition Based on Service Agent Model. IEEE Trans. Parallel Distrib. Syst. 22(12): 2008-2021 (2011)

l   Jianhuang Liang, Jian Cao, Jungang Wang, Yuxia Xu: Long-Term CPU Load Prediction. DASC 2011: 23-26

l   Zhicheng Jin, Jian Cao, Minglu Li: A Distributed Application Component Placement Approach for Cloud Computing Environment. DASC 2011: 488-495

l   Lei Wang, Jian Cao, Haiyan Zhao: A Dynamical Optimization Approach for Service Process Library. DASC 2011: 1136-1143

l   Yihua Wu, Jian Cao, Minglu Li: Private Cloud System Based on BOINC with Support for Parallel and Distributed Simulation. DASC 2011: 1172-1178

2010

l   Jianmei Guo, Yinglin Wang, Jian Cao: OWPA: An Ontology-Based Approach to Adaptable Workflow Participant Assignment. IEICE Transactions 93-D(6): 1572-1579 (2010)

l   Jian Cao, Haiyan Zhao, Minglu Li, Jie Wang: A dynamically self-configurable service process engine. World Wide Web 13(4): 475-495 (2010)

l   Jian Cao, Jie Wang: Service Process Collaboration Based on Event View Model. APSCC 2010: 179-187

l   Liang Hu, Jian Cao, Zhiping Gu: Service Discovery and Recommendation in Rough Hierarchical Granular Computing. APSCC 2010: 191-198

l   Liang Zhou, Jian Cao: Runtime Configurable Service Process Model. CSE 2010: 363-368

l   Xuezhi Chai, Jian Cao: A DMC Based Dynamically Self-Configuration Service Process Engine. CSE 2010: 382-387

l   Jian Cao, Sijie Cai, Yanhai Zhao: A Distributed Asynchronous Constraint Optimization Algorithm Based on Dynamic Reduction of Constraint Graph. IAT 2010: 365-369

l   Yanyun Tao, Minglu Li, Jian Cao: Dynamic Population Variation Genetic Programming with Kalman Operator for Power System Load Modeling. ICONIP (1) 2010: 520-531

2009

l   Jianxun Liu, Chunjie Zhou, Jian Cao: An integrated time management model for distributed workflow management systems in Grid environments. Concurrency and Computation: Practice and Experience 21(16): 2084-2098 (2009)

l   Jian Cao, Jinjun Chen, Haiyan Zhao, Minglu Li: A policy-based authorization model for workflow-enabled dynamic process management. J. Network and Computer Applications 32(2): 412-422 (2009)

l   Hongxia Tong, Jian Cao, Shensheng Zhang, Yujie Mou: A fuzzy evaluation system for web services selection using extended QoS model. Kybernetes 38(3/4): 513-521 (2009)

l   Hongxia Tong, Jian Cao, Shensheng Zhang: An Agent-Based Approach for Autonomic Web Service Workflow Model. CCGRID 2009: 574-579

l   Haiyan Zhao, Jian Cao, Xiaohan Sun: A Quality Optimization Method for Service Process Model. ISPA 2009: 589-594

l   Yi Wang, Jian Cao, Minglu Li: Change Sequence Mining in Context-Aware Scientific Workflow. ISPA 2009: 635-640

l   Hongxia Tong, Jian Cao, Shensheng Zhang, Minglu Li: A Distributed Agent Coalition Algorithm for Web Service Composition. SERVICES I 2009: 62-69

l   Haiyan Chen, Shigang Qin, Jianxun Liu, Jian Cao: SOA-Enabled Health Information Integration Platform (HIIP): A Case Study. SKG 2009: 384-387

2008

l   Songqiao Han, Shensheng Zhang, Jian Cao, Ye Wen, Yong Zhang: A resource aware software partitioning algorithm based on mobility constraints in pervasive grid environments. Future Generation Comp. Syst. 24(6): 512-529 (2008)

l   Lei Cao, Jian Cao, Minglu Li, Feilong Tang: Method of using BDI agents to implement service-oriented workflow mapping in AGWMS. IJPEDS 23(2): 171-195 (2008)

l   Lei Cao, Minglu Li, Jian Cao, Joshua Zhexue Huang: CNP-based Implementation of Service-oriented Workflow Mapping in SHGWMS. World Wide Web 11(2): 199-226 (2008)

l   Jian Cao, Yi Wang, Xin’an Ding, Minglu Li: An Automatic Configuration Algorithm for Distributed Service Process Engine Based on Fuzzy Control. FSKD (3) 2008: 284-288

l   Jian Cao, Haiyan Zhao, Minglu Li: A Fuzzy Rule Based Load Balancing Model for a Distributed Service Process Engine. GPC Workshops 2008: 9-14

l   Haiyan Zhao, Jian Cao: ECA Rule based Agent for Business Process Management. ICNSC 2008: 1201-1206

l   Yi Wang, Jian Cao, Minglu Li: CGSP-based Legacy Applications Execution and Coordination. ICNSC 2008: 1238-1242

l   Hongxia Tong, Jian Cao, Shensheng Zhang: An Agent-Based Web Service Workflow Model. ICNSC 2008: 1583-1588

l   Jian Cao, Haiyan Zhao: A Semantic Model and Query Mechanism for Service Workflow. ICNSC 2008: 1850-1855

l   Yi Wang, Jian Cao, Minglu Li: Change Sequence Mining for Context Aware Service Process Customization. ICWS 2008: 777-778

l   Liang Hu, Jian Cao, Zhiping Gu: Modeling Semantic Web Service using Semantic Templates. SKG 2008: 165-172

2007

l   Lei Cao, Minglu Li, Jian Cao: Using genetic algorithm to implement cost-driven web service selection. Multiagent and Grid Systems 3(1): 9-17 (2007)

l   Hongxia Tong, Jian Cao, Shensheng Zhang: A Distributed Genetic Algorithm for Optimizing the Quality of Grid Workflow. APWeb/WAIM Workshops 2007: 408-419

l   Yi Wang, Minglu Li, Jian Cao, Xinhua Lin, Feilong Tang: Workflow Similarity Measure for Process Clustering in Grid. FSKD (4) 2007: 629-635

l   Jian Cao, Haiyan Zhao, Yujie Mou, Minglu Li: A Goal Driven Configurable Service Workflow Model. GCC 2007: 663-669

l   Yi Wang, Minglu Li, Jian Cao, Lin Chen, Feilong Tang, Xinhua Lin: SGSP - A Workflow Based Middleware for Service-Oriented Computing. GCC 2007: 807-814

l   Jiankun Wu, Linpeng Huang, Jian Cao, Minglu Li, Dejun Wang, Mingwen Wang: Research on Modeling of Complicate Traffic Simulation System. HCI (12) 2007: 1037-1046

l   Yi Wang, Jian Cao, Minglu Li: Goal-Driven Semantic Description and Query for Grid Workflow. SKG 2007: 598-599

2006

l   Minglu Li, Min-You Wu, Ying Li, Jian Cao, Linpeng Huang, Qianni Deng, Xinhua Lin, Changjun Jiang, Weiqin Tong, Yadong Gui, Aoying Zhou, Xinhong Wu, Shui Jiang: ShanghaiGrid: an Information Service Grid. Concurrency and Computation: Practice and Experience 18(1): 111-135 (2006)

l   Lin Chen, Minglu Li, Jian Cao: ECA Rule-Based Workflow Modeling and Implementation for Service Composition. IEICE Transactions 89-D(2): 624-630 (2006)

l   Jian Cao, Jie Wang, Kincho H. Law, Shen-sheng Zhang, Minglu Li: An interactive service customization model. Information & Software Technology 48(4): 280-296 (2006)

l   Jiankun Wu, Linpeng Huang, Jian Cao, Minglu Li, Xin Wang: Research on Grid-Based Traffic Simulation Platform. APSCC 2006: 411-420

l   Yi Wang, Minglu Li, Jian Cao, Ying Li, Lin Chen, Xinhua Lin, Feilong Tang: An ECA-Rule-Based Workflow Approach for Advance Resource Reservation in ShanghaiGrid. APSCC 2006: 421-426

l   Ying Li, Minglu Li, Jian Cao, Xinhong Wu, Linpeng Huang, Ruonan Rao, Xinhua Lin, Changjun Jiang, Min-You Wu: Towards Building Intelligent Transportation Information Service System on Grid. APWeb Workshops 2006: 632-642

l   Jian Cao, Minglu Li, Linpeng Huang, Ren Qinsheng, Ying Li: Towards Building an Intelligent Traffic Simulation Platform. CCGRID 2006: 64

l   Lei Cao, Minglu Li, Jian Cao, Feilong Tang: Method of Using BDI Agents to Implement Service-oriented Workflow Mapping in AGWMS. GCC 2006: 213-220

l   Yanli Cai, Jian Cao, Minglu Li, Lei Chen: Portlet-based Portal Design for Grid Systems. GCC Workshops 2006: 571-575

l   Jian Cao, Minglu Li, Wei Wei, Shen-sheng Zhang: A Distributed Re-configurable Grid Workflow Engine. International Conference on Computational Science (3) 2006: 948-955

2005

l   Jian Cao, Shensheng Zhang, Minglu Li, Jie Wang: Distributed Design Process Coordination based on a Service Event Notification Model. Concurrent Engineering: R&A 13(4): 301-310 (2005)

l   Heyuan Huang, Shen-sheng Zhang, Jian Cao, Yonghong Duan: A practical pattern recovery approach based on both structural and behavioral analysis. Journal of Systems and Software 75(1-2): 69-87 (2005)

l   Yujie Mou, Jian Cao, Shen-sheng Zhang, Jianhong Zhang: Interactive Web Service Choice-Making Based on Extended QoS Model. CIT 2005: 1130-1134

l   Yujie Mou, Jian Cao, Shen-sheng Zhang: Research on Business Goal Oriented Process Knowledge Retrieving. IEEE SCC 2005: 123-132

l   Lin Chen, Minglu Li, Jian Cao, Yi Wang: An ECA Rule-based Workflow Design Tool for Shanghai Grid. IEEE SCC 2005: 325-328

l   Jian Cao, Jie Wang, Shen-sheng Zhang, Minglu Li: A Multi-agent Negotiation Based Service Composition Method for On-demand Service. IEEE SCC 2005: 329-332

l   Minglu Li, Min-You Wu, Ying Li, Jian Cao, Linpeng Huang, Qianni Deng, Xinhua Lin, Changjun Jiang, Weiqin Tong, Yadong Gui, Aoying Zhou, Xinhong Wu, Shui Jiang:

l   ShanghaiGrid as An Information Service Grid: An Overview. IEEE SCC 2005: 351-354

l   Minglu Li, Min-You Wu, Ying Li, Linpeng Huang, Qianni Deng, Jian Cao, Guangtao Xue, Chuliang Weng, Xinhua Lin, Xinda Lu, Changjun Jiang, Weiqin Tong, Yadong Gui, Aoying Zhou, Xinhong Wu, Shui Jiang: ShanghaiGrid: A Grid Prototype for Metropolis Information Services. APWeb 2005: 1033-1036

l   Lei Cao, Jian Cao, Minglu Li: Genetic Algorithm Utilized in Cost-Reduction Driven Web Service Selection. CIS (2) 2005: 679-686

l   Yi Wang, Minglu Li, Jian Cao, Feilong Tang, Lin Chen, Lei Cao: An ECA-Rule-Based Workflow Management Approach for Web Services Composition. GCC 2005: 143-148

l   Jian Cao, Yujie Mou, Jie Wang, Shen-sheng Zhang, Minglu Li: A Dynamic Grid Workflow Model Based On Workflow Component Reuse. GCC 2005: 424-429

l   Lei Cao, Minglu Li, Jian Cao, Yi Wang: Introduction to an Agent-Based Grid Workflow Management System. ISPA Workshops 2005: 559-568

l   Lin Chen, Minglu Li, Jian Cao: A Rule-Based Workflow Approach for Service Composition. ISPA 2005: 1036-1046

l   Lei Cao, Minglu Li, Jian Cao, Ying Li: Planning Enhanced Grid Workflow Management System Based on Agent. WAIM 2005: 440-451

l   Lei Cao, Minglu Li, Jian Cao: Cost-Driven Web Service Selection Using Genetic Algorithm. WINE 2005: 906-915

2004

l   Jie Wang, Jian Cao, James O. Leckie, Shen-sheng Zhang: Managing E-Government IT Infrastructure: An Approach Combining Autonomic Computing and Awareness Based Collaboration. CIT 2004: 998-1003

l   Jian Cao, Shen-sheng Zhang, Minglu Li, Jie Wang: Verification of Dynamic Process Model Change to Support the Adaptive Workflow. IEEE SCC 2004: 255-261

l   Yujie Mou, Jian Cao, Shen-sheng Zhang: A Process Component Model for Enterprise Business Knowledge Reuse. IEEE SCC 2004: 409-412

l   Jianhong Zhang, Shen-sheng Zhang, Jian Cao, Yujie Mou: Improved HTN Planning Approach for Service Composition. IEEE SCC 2004: 609-612

l   Jian Cao, Jie Wang, Shen-sheng Zhang, Minglu Li, Kincho H. Law: Engineering Process Coordination Based on a Service Event Notification Model. GCC 2004: 50-57

l   Jianhong Zhang, Shen-sheng Zhang, Jian Cao: Planning Based Service Composition System. PDCAT 2004: 878-881

l   Feilong Tang, Minglu Li, Jian Cao, Qingshui Xue: A Model that Coordinates Short-Lived and Long-Lived Transactions for Web Services. PDPTA 2004: 908-914

l   Yujie Mou, Shen-sheng Zhang, Jian Cao: Providing knowledge support in business process: a context based approach. SMC (3) 2004: 2143-2149

l   Yujie Mou, Shen-sheng Zhang, Jian Cao: Supporting collaborative work with process management enhanced corporate portal. SMC (5) 2004: 4206-4213

2003

l   Feilong Tang, Minglu Li, Jian Cao: A Transaction Model for Grid Computing. APPT 2003: 382-386

l   Xiaoguang Zhang, Jian Cao, Shen-sheng Zhang: An Extended Policy Language for Role Resolution in Project-Oriented Workflow. APSEC 2003: 574-

l   Feilong Tang, Minglu Li, Jian Cao, Qianni Deng: Coordinating Business Transaction for Grid Service. GCC (1) 2003: 108-114

l   Minglu Li, Hui Liu, Changjun Jiang, Weiqin Tong, Aoying Zhou, Yadong Gui, Hao Zhu, Shui Jiang, Ruonan Rao, Jian Cao, Qianni Deng, Qi Qian, Wei Jin: ShanghaiGrid in Action: The First Stage Projects towards Digital City and City Grid. GCC (1) 2003: 616-623

l   Minglu Li, Feilong Tang, Jian Cao: An Integration Architecture for Grid Resources. GCC (1) 2003: 708-715

l   Feilong Tang, Minglu Li, Jian Cao, Qianni Deng, Jiadi Yu, Zhengwei Qi: GSPD: A Middleware That Supports Publication and Discovery of Grid Services. GCC (1) 2003: 738-745

l   Xiaoguang Zhang, Jian Cao, Shen-sheng Zhang: Fuzzy Synthesis Evaluation Improved Task Distribution in WfMS. GCC (2) 2003: 927-934

l   Jian Cao, Minglu Li, Shen-sheng Zhang, Qianni Deng: Composing Web Services Based on Agent and Workflow. GCC (1) 2003: 948-955

l   Xiaojun Zhou, Jian Cao, Shen-sheng Zhang: A Multi-agent System Based on ECA Rule. GCC (2) 2003: 1026-1029

l   Tao Hu, Yinglin Wang, Jian Cao, Jianxun Liu: Formalizing mobile agent system model based on ontology. SMC 2003: 2150-2155

2002

l   Jian Cao, Shen-sheng Zhang: An Integrated Multi-Agent CSCW System for Concurrent Product Development. International Journal of Information Technology and Decision Making 1(3): 423-440 (2002)

l   Jianxun Liu, Shensheng Zhang, Yinglin Wang, Jian Cao: A case study of an inter-enterprise workflow-supported supply chain management system. Operational Research 2(1): 17-34 (2002)

l   Jianxun Liu, Shen-sheng Zhang, Jian Cao, Jinmin Hu: An Agent Enhanced Framework to Support Pre-dispatching of Tasks in Workflow Management Systems. EDCIS 2002: 80-89

l   Yinxing Wei, Shen-sheng Zhang, Jian Cao: Coordination among Multi-agents Using Process Calculus and ECA Rule. EDCIS 2002: 456-465

l   Jian Cao, Shen-sheng Zhang, Xiaoguang Zhang: Team Work Oriented Flexible Workflow Management System. WAIM 2002: 189-200


已完成的:
1.国家自然科学基金,面向大规模共享的网格工作流知识表达、增量获取及其智能复用(编号:60503041)(2006.1-2008.12),负责
2.国家863计划:基于SOA的智能协同管理平台(编号:2006AA04Z152)(2007.1-2008.12),负责
3.国家863计划,新药研发网格(编号:2006AA01A124)(2007.1-2010.12),项目副组长,课题组长
4.国家自然科学基金,基于知识融合的个性化服务定制(编号:60873230)(2008.1-2010.12),负责
5.上海市科委基础研究重点课题,基于语义的Web过程模型(编号:08JC1411700)(2008.10-2010.10),负责
6.教育部新世纪优秀人才计划(编号:NCET-08-0347,负责
7.上海市科委,战略性新兴产业上海发展机遇研究— —以云计算为例(编号:10692101400),负责
8.上海市科委,云计算安全需求及计算安全理论研究,(编号:10511501503),负责
9.企业项目,智能网格平台(2008.10-2009.10),负责
10.上海市科委课题,集成测试平台软件中间件研发 (编号:09511502603),参与
11. 上海市科委重大课题,城市轨道交通电力系统运行安全关键技术集成及示范, 10DZ1200200,参与
12. 国家自然科学基金,基于中介Agent的动态服务协同(编号:61073021)(2011.1-2013.12),负责
13. 上海市科委重点课题,云计算操作系统体系架构及其关键技术研究(编号:11511500102)(2011.11-2013.9),负责
14. 上海交大医工交叉课题,儿童出生缺陷样本库管理系统,(编号: YG2011MS38) (2011.11-2013.11) ,负责
15. 上海市科委,云计算服务质量保障与服务互联关键技术研究(编号:12511502704)(2012.9-2014.9)


正在进行中的:

1. 国家自然科学基金,分布式云工作流服务的自适应模型与机制,编号:61272438,2013.01-2016.12
2. 国家自然科学基金,基于社会化感知数据多层次学习的服务推荐,编号:61472253,2015.01-2018.12 
3. 上海市科委,基于大数据的个性化服务(编号:14511107702)(2014.6-2016.6)
4. 上海市科委,病例数据共享平台研究与实现(编号:15411952502)(2015.7-2018.9)

5. 医工交叉项目(YG2015MS61)(2016.1-2018.12)


实验室与工业界有广泛的联系,与摩根士丹利、三星电子、都科摩、上港集团、携程等公司进行合作研发。


1.     2002年上海市科技进步二等奖,产品开发的敏捷化工程与供应链集成

2.     2005年上海市科技进步二等奖,面向大批量定制的协同商务和集成设计关键技术及实施研究

3.     2009年上海市科技进步二等奖,上海网格关键技术及应用

4.     2009年度湖南省科学技术奖二等奖,基于语义工作流的企业集成关键技术研究与应用

5.     2010年度高等学校科学研究优秀成果奖二等奖,基于信息资源的Web服务平台

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