Faculty

Cao Jian Professor

MainPage:

Office Telephone: +86-21-3420-4426

Office Address: SEIEE-3-413

Email: cao-jian@cs.sjtu.edu.cn

Lab: Service Computing and Cloud Computing Laboratory

  • Research
  • Education
  • Work Experience
  • Teaching Assignment
  • Publications
  • Project Fund
  • Awards
  • Academic Service
Computing is in the midst of a paradigm shift from individual computations to interaction. Current techniques are inadequate for network-based applications, which involve a number of heterogeneous (or independently designed) and autonomous (or independently operated) subsystems. The cooperation is an organized form of interation. My main areas of expertise are the developments of software and models to support coordination and cooperation among humans, systems and services. In recent years, my research interests include but not limit to:
(1) Service Oriented Computing
(2) Network Computing
(3) Intelligent Data Analytics
Ph.D, Nanjing University of Science and Technology, 2000
2000-2001, Postdoctoral Research, Shanghai Jiaotong University
2002-, Faculty, Shanghai Jiaotong University
2004, Visiting Scholoar, Stanford University

1. Software Engineering for Undergraduate Students (oered spring semester every year)

2. IT Project Management for Master Students (oered fall semester every year)

3. Advanced Object Oriented Method for Part Time Master Students

4. Financial Service Computing for Master Students (oered fall semester every year since 2016)

5. Information System Modeling Approach for PhD Students (oered spring semester every year)


2017

l   Jia Peng, Yanmin Zhu, Qingwen Zhao, Hongzi Zhu, Jian Cao, Guangtao Xue, Bo Li: Fair Energy-Efficient Sensing Task Allocation in Participatory Sensing with Smartphones [J]. The Computer Journal, 60(6): 850-865 (2017)

l   Fangzhou Yang, Dragan Milosevic, Jian Cao: Optimising column family for OLAP queries in HBase [J]. International Journal of Big Data Intelligence (IJBDI), 4(1): 23-35 (2017)

l   Shanshan Feng, Jian Cao: Improving group recommendations via detecting comprehensive correlative information [J]. Multimedia Tools and Applications, 76(1): 1355-1377 (2017)

l   Shanshan Feng, Jian Cao, Jie Wang, Shiyou Qian: Recommendations Based on Comprehensively Exploiting the Latent Factors Hidden in Items’ Ratings and Content [J]. ACM Transactions on Knowledge Discovery from Data (TKDD), 11(3): 35:1-35:27 (2017)

l   Chenyang Liu, Jian Cao, Jie Wang: A Reliable and Efficient Distributed Service Composition Approach in Pervasive Environments [J]. IEEE Transactions on Mobile Computing (TMC), 16(5): 1231-1245 (2017)

l   Liang Hu, Longbing Cao, Jian Cao, Zhiping Gu, Guandong Xu, Jie Wang: Improving the Quality of Recommendations for Users and Items in the Tail of Distribution [J]. ACM Transactions on Information Systems (TOIS), 35(3): 25:1-25:37 (2017)

l   Dongxiang Zhang, Dingyu Yang, Yuan Wang, Kian-Lee Tan, Jian Cao, Heng Tao Shen:Distributed shortest path query processing on dynamic road networks [J]. The VLDB Journal — The International Journal on Very Large Data Bases (VLDB J.), 26(3): 399-419 (2017)

l   Chenyang Liu, Jian Cao, Jing He: Leveraging Kernel Incorporated Matrix Factorization for Smartphone Application Recommendation [C]// The 22nd International Conference on Database Systems for Advanced Applications (DASFAA 2017), Suzhou, China, March 27-30, 2017: 459-474

l   Nengjun Zhu, Jian Cao: GTRM: A Top-N Recommendation Model for Smartphone Applications [C]// 2017 IEEE International Conference on Web Services (ICWS 2017), Honolulu, HI, USA, June 25-30, 2017: 309-316

l   Yiqun Hua, Jian Cao, Qi Gu, Yudong Tan: PD-TRP: A Service Composition Approach for the Personalized and Optimized Door-to-Door Travel Plan Recommendation [C]// 2017 IEEE International Conference on Web Services (ICWS 2017), Honolulu, HI, USA, June 25-30, 2017: 768-775

l   Yan Yao, Jian Cao, Yusheng Jiang: EWS: A Pattern Prediction-Based Elastic Workflow Service in the Cloud [C]// 2017 IEEE International Conference on Web Services (ICWS 2017), Honolulu, HI, USA, June 25-30, 2017: 784-791

l   Liang Hu, Longbing Cao, Shoujin Wang, Guandong Xu, Jian Cao, Zhiping Gu: Diversifying Personalized Recommendation with User-session Context [C]// The 26th International Joint Conference on Artificial Intelligence (IJCAI2017), Melbourne, Australia, August 19-25, 2017: 1858-1864

l   Xi Yang, Jian Cao: A Fast and Accurate Way for API Network Construction Based on Semantic Similarity and Community Detection [C]// 14th IFIP International Conference on Network and Parallel Computing (NPC 2017), Hefei, China, October 20-21, 2017: 75-86

l   Jian Li, Jian Cao: System Problem Detection by Mining Process Model from Console Logs [C]// 14th IFIP International Conference on Network and Parallel Computing (NPC 2017), Hefei, China, October 20-21, 2017: 140-144

l   Yanhua Cao, Li Lu, Jiadi Yu, Shiyou Qian, Yanmin Zhu, Minglu Li, Jian Cao, Zhong Wang, Juan Li, Guangtao Xue: Online Cost-Aware Service Requests Scheduling in Hybrid Clouds for Cloud Bursting [C]// 18th International Conference on Web Information Systems Engineering (WISE2017), Puschino, Russia, October 7-11, 2017: 259-274

l   Hongyu Lu, Jian Cao, Yudong Tan, Quan-Wu Xiao: Auxiliary Service Recommendation for Online Flight Booking // 18th International Conference on Web Information Systems Engineering (WISE2017), Puschino, Russia, October 7-11, 2017: 450-457

l   Zhenni Feng, Yanmin Zhu, Jian Cao: Modeling Air Travel Choice Behavior with Mixed Kernel Density Estimations [C]// The Tenth ACM International Conference on Web Search and Data Mining (WSDM2017), Cambridge, UK, February 6-10, 2017: 611-620

2016

l   Liang Hu, Longbing Cao, Jian Cao*, Zhiping Gu, Guandong Xu, Dingyu Yang, Learning Informative Priors from Heterogeneous Domains to Improve Recommendation in Cold-Start User Domains [J]. ACM Transactions on Information Systems (TOIS), 2016, 35(2): 1-37

l   Xiaogang Wang, Jian Cao, Jie Wang. A dynamic cloud service selection strategy using adaptive learning agents [J]. International Journal of High Performance Computing and Networking, 2016, 9(1/2): 70-81

l   Mingliang Qi, Jian Cao, Yudong Tan. Cross-Domain Tourist Service Recommendation Through Combinations of Explicit and Latent Features [C]// The 10th International Conference on Asia-Pacific Services Computing (APSCC 2016), Zhangjiajie, China, November 16-18, 2016: 92-105.

l   Yafeng Zhao, Jian Cao, Yudong Tan. Passenger Prediction in Shared Accounts for Flight Service Recommendation [C]// The 10th International Conference on Asia-Pacific Services Computing (APSCC 2016), Zhangjiajie, China, November 16-18, 2016: 159-172

l   Denis Weerasiri, Moshe Chai Barukh, Boualem Benatallah, Jian Cao. CloudMap: A Visual Notation for Representing and Managing Cloud Resources [C]// The 28th International Conference on Advanced Information Systems Engineering (CAiSE 2016), Ljubljana, Slovenia, June 13-17, 2016: 427-443

l   Denis Weerasiri, Moshe Chai Barukh, Boualem Benatallah, Jian Cao. A Model-Driven Framework for Interoperable Cloud Resources Management [C]// The 14th International Conference on Service Oriented Computing (ICSOC2016), Banff, Alberta, Canada, October 10-13, 2016: 186-201

l   Jian Cao, Yijing Lu, Nengjun Zhu. Service Package Recommendation for Mashup Development Based on a Multi-level Relational Network [C]// The 14th International Conference on Service Oriented Computing (ICSOC2016), Banff, Alberta, Canada, October 10-13, 2016: 666-674

l   Shanshan Feng, Jian Cao, Jie Wang, Jing He: Group Recommendations Based on Comprehensive Latent Relationship Discovery [C]// The 23rd IEEE International Conference on Web Services (ICWS2016), San Francisco, USA, June 27-July 2, 2016: 9-16

l   Tingjie Jia, Jian Cao, Yan Yao, Zitai Ma. BPCS: A Block-Based Service Process Caching Strategy to Accelerate the Execution of Service Processes [C]// The 23rd IEEE International Conference on Web Services (ICWS2016), San Francisco, USA, June 27-July 2, 2016: 155-162

l   Yan Yao, Jian Cao, Yusheng Jiang, Jie Wang. An Optimal Engine Component Placement Strategy for Cloud Workflow Service [C]// The 23rd IEEE International Conference on Web Services (ICWS2016), San Francisco, USA, June 27-July 2, 2016: 380-387

l   Qi Gu, Jian Cao, Qianyang Peng. Service Package Recommendation for Mashup Creation via Mashup Textual Description Mining [C]// The 23rd IEEE International Conference on Web Services (ICWS2016), San Francisco, USA, June 27-July 2, 2016: 452-459

2015

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

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

l   Zhi Li, Jian Cao, Qi Gu. Temporal-Aware QoS-Based Service Recommendation using Tensor Decomposition [J]. International Journal of Web Service Research, 2015, 12(1): 62-74

l   Shiyou Qian, Jian Cao, Yanmin Zhu, Minglu Li, Jie Wang. H-Tree: An Efficient Index Structurefor Event Matching in Content-Based Publish/Subscribe Systems [J]. IEEE Transaction on Parallel and Distributed Systems, 2015, 26(6): 1622-1632

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

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 [J]. World Wide Web Journal, 2015, 18(5): 1201-1217

l   Qi Gu, Jian Cao, Yuanjie Li. Mining Service Social Relations Based on Service Network Modeling and Analyzing [C]// The 2015 IEEE International Conferences on Services Computing (SCC2015), New York, New York, USA, June 27-July 2, 2015: 363-370

l   Jingjing Huangfu, Jian Cao, Chenyang Liu. A Context-Aware Usage Prediction Approach for Smartphone Applications [C]// The 2015 Asia-Pacific Services Computing Conference (APSCC2015), Bangkok, Thailand, December 7-9, 2015: 3-16          

l   Zitai Ma, Jian Cao, Shiyou Qian. DDS: A Deadline Driven Workflow Scheduling Algorithm for Hybrid Amazon Instances [C]// The 2015 Asia-Pacific Services Computing Conference (APSCC2015), Bangkok, Thailand, December 7-9, 2015: 247-257

l   Sizhong Du, Jian Cao. Behavioral anomaly detection approach based on log monitoring [C]// The 2nd International Conference on Behavioral, Economic and Socio-Cultural Computing (BESC2015), Nanjing, China, October 30-November 1, 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 [C]// The 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29-November 1, 2015: 898-907

l   Yuwen Chen, Jian Cao, Shanshan Feng, Yudong Tan. An ensemble learning based approach for building airfare forecast service [C]// The 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29-November 1, 2015: 964-969

l   Fangzhou Yang, Dragan Milosevic, Jian Cao. An Evolutionary Algorithm for Column Family Schema Optimization in HBase [C]// The First IEEE International Conference on Big Data Computing Service and Applications (BigDataService 2015), Redwood City, CA, USA, March 30 - April 2, 2015: 439-445

l   Haiyan Zhao, Shengsheng Wang, Qingkui Chen, Jian Cao. Probabilistic Matrix Factorization Based on Similarity Propagation and Trust Propagation for Recommendation [C]// The 1st IEEE International Conference on Collaboration and Internet Computing (IEEE CIC 2015), Hangzhou, China, October 28 - 30, 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 [C]// The 9th ACM International Conference on Distributed Event-Based Systems (DEBS 2015), Oslo, Norway, June 29- July 3, 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 [C]// The 22nd IEEE International Conference on Web Services (IEEE ICWS 2015), New York, USA, June 27-July 2, 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 [C]// The 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2015), Sydney, Australia, August 10-13, 2015: 955-964

l   Shanshan Feng, Jian Cao, Yuwen Chen, Jing Qi. A Model for Discovering Unpopular Research Interests [C]// The 8th International Conference on Knowledge Science, Engineering and Management (KSEM 2015), Chongqing, China, October 28-30, 2015: 382-393

2014

l   Siyun Li, Jian Cao. A New Similarity Search Approach on Process Models [C]// The First International Workshop on Process-Aware Systems (PAS 2014), Shanghai, China, October 17, 2014: 11-20

l   Dingyu Yang, Dongxiang Zhang, Kian-Lee Tan, Jian Cao, Frédéric Le Mou?l. CANDS: Continuous Optimal Navigation via Distributed Stream Processing [C]// The Proceedings of the VLDB Endowment, 2014, 8(2): 137-148

l   Jian Cao, Jiwen Fu, Minglu Li, Jinjun Chen: CPU load prediction for cloud environment based on a dynamic ensemble model [J]. Software: Practice and Experience, 2014, 44(7): 793-804

l   Liang Hu, Jian Cao, Guandong Xu, Longbing Cao, Zhiping Gu, Wei Cao. Deep Modeling of Group Preferences for Group-Based Recommendation [C]// The 28th AAAI Conference on Artificial Intelligence (AAAI-14), Quebec, Canada, July 27–31, 2014: 1861-1867

l   Tianshu Chu, Jie Wang, Jian Cao. Kernel-based reinforcement learning for traffic signal control with adaptive feature selection [C]// The 53rd IEEE Conference on Decision and Control (CDC 2014), Los Angeles, California, December 15-17, 2014: 1277-1282

l   Qijun Shen, Jian Cao, Hua Gu. A Similarity Network Based Behavior Anomaly Detection Model for Computer Systems [C]// The 17th IEEE International Conference on Computational Science and Engineering (CSE 2014), Chengdu, China, December 19-21, 2014: 1738-1745

l   Qi Gu, Yan Zhang, Jian Cao, Guandong Xu, Alfredo Cuzzocrea. A confidence-based entity resolution approach with incomplete information [C]// The International Conference on Data Science and Advanced Analytics (DSAA 2014), Shanghai, China, October 30 - November 1, 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 [C]// The 34th International Conference on Distributed and . 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 [C]// The IEEE International Conference on Data Mining, Shenzhen, China, December 14-17, 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 [C]// The 33rd Annual IEEE International Conference on Computer Communications (INFOCOM 2014), Toronto, Canada, April 27th-May 2nd, 2014: 1366-1374

l   Shiyou Qian, Jian Cao, Yanmin Zhu, Minglu Li. REIN: A fast event matching approach for content-based publish/subscribe systems [C]// The 33rd Annual IEEE International Conference on Computer Communications (INFOCOM 2014), Toronto, Canada, April 27th-May 2nd, 2014: 2058-2066

l   Jie Xu, Jian Cao. A Broker-Based Self-organizing Mechanism for Cloud-Market [C]// The 11th IFIP International Conference on Network and Parallel Computing (NPC2014), Ilan, Taiwan, September 18-20, 2014: 281-293

l   Jean Steve Hirwa, Jian Cao. An Ensemble Multivariate Model for Resource Performance Prediction in the Cloud [C]// The 11th IFIP International Conference on Network and Parallel Computing (NPC2014), Ilan, Taiwan, September 18-20, 2014: 333-346

l   Changyuan Chen, Jian Cao. Prediction-Based Optimization of Live Virtual Machine Migration [C]// The 11th IFIP International Conference on Network and Parallel Computing (NPC2014), Ilan, Taiwan, September 18-20, 2014: 347-356

l   Chenyang Liu, Jian Cao, Frédéric Le Mou?l. A low-latency service composition approach in mobile ad hoc networks [C]// The 29th Symposium on Applied Computing (SAC2014), Gyeongju, Korea, March 24-28, 2014: 509-511

2013

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

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

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

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

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

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

l   Chen Zhang, Jian Cao: A Dynamic Resource Management Strategy for Cloud Based on Sequential Decision Model and Demand Forecast [C]// The 2013 International Conference on Cloud and Service Computing (CSC 2013), Beijing, China, November 4-6, 2013: 77-83

l   Yue You, Guandong Xu, Jian Cao, Yanchun Zhang, Guangyan Huang. Leveraging Visual Features and Hierarchical Dependencies for Conference Information Extraction [C]// The 15th Asia-Pacific Web Conference (APWeb 2013), Sydney, Australia, April 4-6, 2013: 404-416

l   Jian Cao, Hao Wang, Xiaogang Wang. A distributed algorithm for agent coalition formation with complex tasks [C]// The 17th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2013), Whistler, BC, Canada, June 27-29, 2013: 127-132

l   Wenxing Xu, Jian Cao, Liang Hu, Jie Wang, Minglu Li. A Social-Aware Service Recommendation Approach for Mashup Creation [C]// The IEEE 20th International Conference on Web Services (ICWS 2013), Santa Clara, CA, USA, June 27-July 2, 2013: 107-114

l   Liang Hu, Jian Cao, Guandong Xu, Jie Wang, Zhiping Gu, Longbing Cao. Cross-Domain Collaborative Filtering via Bilinear Multilevel Analysis [C]// The 23rd International Conference on Artificial Intelligence (IJCAI 2013), Beijing, China, August 3-9, 2013: 2626-2632

l   Shiyou Qian, Jian Cao, Yanmin Zhu, Minglu Li, Jie Wang. H-Tree: An efficient index structure for event matching in publish/subscribe systems [C]// The 12th IFIP International Conference on Networking (Networking 2013), Brooklyn, New York, USA, May 22-24, 2013: 1-9

l   Yan Yao, Jian Cao, Minglu Li. A Network-Aware Virtual Machine Allocation in Cloud Datacenter [C]// The 10th IFIP International Conference on Network and Parallel Computing (NPC 2013), Guiyang, China, September 19-21, 2013: 71-82

l   Yue You, Guangyan Huang, Jian Cao, Enhong Chen, Jing He, Yanchun Zhang, Liang Hu. GEAM: A General and Event-Related Aspects Model for Twitter Event Detection [C]// The 14th International Conference on Web Information System Engineering (WISE 2013), Nanjing, China, October 13-15, 2013: 319-332

l   Liang Hu, Jian Cao, Guandong Xu, Longbing Cao, Zhiping Gu, Can Zhu. Personalized recommendation via cross-domain triadic factorization [C]// The 22nd International World Wide Web Conference (WWW 2013), Rid de Janeiro, Brazil, May 13-17, 2013: 595-606

2012

l   Yidong Chen, Jian Cao, Jing Xiao. Combined Cache Policy for Service Workflow Execution Acceleration [C]// The 2012 International Conference on Cloud and Service Computing (CSC 2012), Shanghai, China, November 22-24, 2012: 72-79

l   Jian Cao, Jie Wang, Liang Hu, Rujie Lai. A Service Intermediary Agent Framework for Web Service Integration [C]// The 2012 IEEE Asia-Pacific Services Computing Conference (APSCC 2012), Guilin, China, December 6-8, 2012: 14-21

l   Wenbo Xu, Jian Cao, Haiyan Zhao, Lei Wang. A Multi-agent Learning Model for Service Composition [C]// The 2012 IEEE Asia-Pacific Services Computing Conference (APSCC 2012), Guilin, China, December 6-8, 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 [C]// The 2014 IEEE Congress on Evolutionary Computation (IEEE CEC2014), Brisbane, Australia, June 10-15, 2012: 1-8

l   Dingyu Yang, Jian Cao, Cheng Yu, Jing Xiao. A Multi-step-ahead CPU Load Prediction Approach in Distributed System [C]// The 2012 International Conference on Cloud and Green Computing (CGC 2012), Xiangtan, China, November 1-3, 2012: 206-213

l   Qiuzi Shangguan, Liang Hu, Jian Cao, Guandong Xu. Book Recommendation Based on Joint Multi-relational Model [C]// The 2012 International Conference on Cloud and Green Computing (CGC 2012), Xiangtan, China, November 1-3, 2012: 523-530

l   Yijun Deng, Jian Cao, Xiaogang Wang. A distributed multi-agent simulation platform [C]// The 16th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2012), Wuhan, China, May 23-25, 2012: 64-71

l   Jian Cao, Yihua Wu, Minglu Li. Energy Efficient Allocation of Virtual Machines in Cloud Computing Environments Based on Demand Forecast [C]// The 7th International Conference on Grid and Pervasive Computing (GPC 2012), Hong Kong, May 11-13, 2012: 137-151

l   Xiaogang Wang, Jian Cao, Jie Wang. A Runtime Goal Conflict Resolution Model for Agent Systems [C]// The 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology (IAT 2012), Macau, China, December 4-7, 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 [C]// The 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, San Sebastian, Spain, September 10-12, 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 [J]. IEEE Transaction on Parallel and Distributed Systems , 2011, 22(12): 2008-2021

l   Jianhuang Liang, Jian Cao, Jungang Wang, Yuxia Xu: Long-Term CPU Load Prediction [C]// The 9th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC 2011), Sydney, Australia, December 12-14, 2011: 23-26

l   Zhicheng Jin, Jian Cao, Minglu Li. A Distributed Application Component Placement Approach for Cloud Computing Environment [C]// The 9th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC 2011), Sydney, Australia, December 12-14, 2011: 488-495

l   Lei Wang, Jian Cao, Haiyan Zhao. A Dynamical Optimization Approach for Service Process Library [C]// The 9th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC 2011), Sydney, Australia, December 12-14, 2011: 1136-1143

l   Yihua Wu, Jian Cao, Minglu Li. Private Cloud System Based on BOINC with Support for Parallel and Distributed Simulation [C]// The 9th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC 2011), Sydney, Australia, December 12-14, 2011: 1172-1178

2010

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

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

l   Jian Cao, Jie Wang. Service Process Collaboration Based on Event View Model [C]// The 2010 IEEE Asia-Pacific Services Computing Conference (APSCC2010), Hangzhou, China, December 6-10, 2010: 179-187

l   Liang Hu, Jian Cao, Zhiping Gu. Service Discovery and Recommendation in Rough Hierarchical Granular Computing [C]// The 2010 IEEE Asia-Pacific Services Computing Conference (APSCC2010), Hangzhou, China, December 6-10, 2010: 191-198

l   Liang Zhou, Jian Cao. Runtime Configurable Service Process Model [C]// The 13th IEEE International Conference on Computational Science and Engineering (CSE 2010), Hong Kong, China, December 11-13, 2010: 363-368

l   Xuezhi Chai, Jian Cao. A DMC Based Dynamically Self-Configuration Service Process Engine [C]// The 13th IEEE International Conference on Computational Science and Engineering (CSE 2010), Hong Kong, China, December 11-13, 2010: 382-387

l   Jian Cao, Sijie Cai, Yanhai Zhao. A Distributed Asynchronous Constraint Optimization Algorithm Based on Dynamic Reduction of Constraint Graph [C]// The 2010 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology (IAT 2010), Toronto, Canada, August 31-September 3, 2010: 365-369

l   Yanyun Tao, Minglu Li, Jian Cao. Dynamic Population Variation Genetic Programming with Kalman Operator for Power System Load Modeling [C]// The 17th International Conference on Neural Information Processing (ICONIP2010), Sydney, Australia, November 22-25, 2010: 520-531

2009

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

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

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

l   Hongxia Tong, Jian Cao, Shensheng Zhang. An Agent-Based Approach for Autonomic Web Service Workflow Model [C]// The IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid 2009), Shanghai, China, May 18-21, 2009: 574-579

l   Haiyan Zhao, Jian Cao, Xiaohan Sun. A Quality Optimization Method for Service Process Model [C]// The 2009 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2009), Chengdu, China, August 9-12, 2009: 589-594

l   Yi Wang, Jian Cao, Minglu Li. Change Sequence Mining in Context-Aware Scientific Workflow [C]// The 2009 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2009), Chengdu, China, August 9-12, 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 [C]// The 2009 International Conference on Semantics, Knowledge and Grid (SKG 2009), Zhuhai, China, October 12-14, 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 [J]. Future Generation Computer Systems, 2008, 24(6): 512-529

l   Lei Cao, Jian Cao, Minglu Li, Feilong Tang. Method of using BDI agents to implement service-oriented workflow mapping in AGWMS [J]. International Journal of Parallel, Emergent and Distributed Systems, 2008, 23(2): 171-195

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

l   Jian Cao, Yi Wang, Xin’an Ding, Minglu Li. An Automatic Configuration Algorithm for Distributed Service Process Engine Based on Fuzzy Control [C]// The 5th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD’08), Jinan, China, October 18-20, 2008: 284-288

l   Jian Cao, Haiyan Zhao, Minglu Li. A Fuzzy Rule Based Load Balancing Model for a Distributed Service Process Engine [C]// The 3rd International Conference on Grid and Pervasive Computing (GPC 2008), Workshop, Kunming, China, May 25-28, 2008: 9-14

l   Haiyan Zhao, Jian Cao. ECA Rule based Agent for Business Process Management [C]// The 5th IEEE International Conference on Networking, Sensing and Control (ICNSC2008), Sanya, China, April 6-8, 2008: 1201-1206

l   Yi Wang, Jian Cao, Minglu Li. CGSP-based Legacy Applications Execution and Coordination [C]// The 5th IEEE International Conference on Networking, Sensing and Control (ICNSC2008), Sanya, China, April 6-8, 2008: 1238-1242

l   Hongxia Tong, Jian Cao, Shensheng Zhang: An Agent-Based Web Service Workflow Model [C]// The 5th IEEE International Conference on Networking, Sensing and Control (ICNSC2008), Sanya, China, April 6-8, 2008: 1583-1588

l   Jian Cao, Haiyan Zhao. A Semantic Model and Query Mechanism for Service Workflow [C]// The 5th IEEE International Conference on Networking, Sensing and Control (ICNSC2008), Sanya, China, April 6-8, 2008: 1850-1855

l   Yi Wang, Jian Cao, Minglu Li. Change Sequence Mining for Context Aware Service Process Customization [C]// The 2008 IEEE International Conference on Web Services (ICWS 2008), Beijing, China, September 23-26, 2008: 777-778

l   Liang Hu, Jian Cao, Zhiping Gu. Modeling Semantic Web Service using Semantic Templates [C]// The 4th International Conference on Semantics, Knowledge, and Grid (SKG 2008), Beijing, China, December 4-5, 2008: 165-172

2007

l   Jian Cao, Haiyan Zhao, Jie Wang, Shensheng Zhang, Minglu Li. Verifying Dynamic Workflow Change based on Executable Path [J]. International Journal of Intelligent Control and Systems. 2007, 12(1): 37-44

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

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 [C]// The 4 th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2007), Haikou, China, August 24-27, 2007, Vol.4.: 629-635

l   Jian Cao, Haiyan Zhao, Yujie Mou, Minglu Li. A Goal Driven Configurable Service Workflow Model [C]// The 6th International Conference on Grid and Cooperative Computing (GCC 2007), Urumchi, Xinjiang, China, August 16-18, 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 [C]// The 6th International Conference on Grid and Cooperative Computing (GCC 2007), Urumchi, Xinjiang, China, August 16-18, 2007: 807-814

l   Jiankun Wu, Linpeng Huang, Jian Cao, Minglu Li, Dejun Wang, Mingwen Wang. Research on Modeling of Complicate Traffic Simulation System [C]// The 12th International Conference on Human-Computer Interaction (HCI 2007), Beijingk China July 22-27, 2007, Vol. 12: 1037-1046

l   Yi Wang, Jian Cao, Minglu Li. Goal-Driven Semantic Description and Query for Grid Workflow [C]// The 3rd International Conference on Semantics, Knowledge, and Grid (SKG 2007), Xi’an, China, October 29-31, 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 [J]. Concurrency and Computation: Practice and Experience, 2006, 18(1): 111-135

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

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

l   Jiankun Wu, Linpeng Huang, Jian Cao, Minglu Li, Xin Wang. Research on Grid-Based Traffic Simulation Platform [C]// The 2006 Asia-Pacific Services Computing Conference (APSCC 2006), GuangZhou, China, December 12-15, 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 [C]// The 2006 Asia-Pacific Services Computing Conference (APSCC 2006), GuangZhou, China, December 12-15, 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 [C]// The 8th Asia-Pacific Web Conference (APWeb 2006), Workshop, Harbin, China, January 16-18, 2006: 632-642

l   Jian Cao, Minglu Li, Linpeng Huang, Ren Qinsheng, Ying Li. Towards Building an Intelligent Traffic Simulation Platform [C]// IEEE International Symposium on Cluster Computing and the Grid (CCGRID 2006), Singapore, China, May 16-19, 2006: 64

l   Lei Cao, Minglu Li, Jian Cao, Feilong Tang. Method of Using BDI Agents to Implement Service-oriented Workflow Mapping in AGWMS [C]// The 5th International Conference on Grid and Cooperative Computing (GCC2006), Changsha, Hunan, China, October 21-23, 2006: 213-220

l   Yanli Cai, Jian Cao, Minglu Li, Lei Chen. Portlet-based Portal Design for Grid Systems [C]// The 5th International Conference on Grid and Cooperative Computing (GCC2006), Workshop, Changsha, Hunan, China, October 21-23, 2006: 571-575

l   Jian Cao, Minglu Li, Wei Wei, Shen-sheng Zhang. A Distributed Re-configurable Grid Workflow Engine [C]// The 6th International Conference on Computational Science (ICCS 2006), Reading, UK, May 28-31, 2006, Part 3: 948-955

2005

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

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

l   Yujie Mou, Jian Cao, Shen-sheng Zhang, Jianhong Zhang. Interactive Web Service Choice-Making Based on Extended QoS Model [C]// The 5th International Conference on Computer and Information Technology (CIT 2005), Shanghai, China, September 21-23, 2005: 1130-1134

l   Yujie Mou, Jian Cao, Shen-sheng Zhang. Research on Business Goal Oriented Process Knowledge Retrieving [C]// The 2005 IEEE International Conference on Services Computing (SCC2005), Orlando, FL, USA, July 11-15, 2005: 123-132

l   Lin Chen, Minglu Li, Jian Cao, Yi Wang. An ECA Rule-based Workflow Design Tool for Shanghai Grid [C]// The 2005 IEEE International Conference on Services Computing (SCC2005), Orlando, FL, USA, July 11-15, 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 [C]// The 2005 IEEE International Conference on Services Computing (SCC2005), Orlando, FL, USA, July 11-15, 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.

ShanghaiGrid as An Information Service Grid: An Overview [C]// 2005 IEEE International Conference on Services Computing (SCC2005), Orlando, FL, USA, July 11-15, 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 [C]// The 7th Asia-Pacific Web Conference (APWeb 2005), Shanghai, China, March 29-April 1, 2005: 1033-1036

l   Lei Cao, Jian Cao, Minglu Li. Genetic Algorithm Utilized in Cost-Reduction Driven Web Service Selection [C]// 2005 International Conference on Computational Intelligence and Security, Xi’an, China, December 15-19, 2005, Part 2: 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 [C]// The 4th International Conference on Grid and Cooperative Computing (GCC 2005), Beijing, China, November 30-December 3, 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 [C]// The 4th International Conference on Grid and Cooperative Computing (GCC 2005), Beijing, China, November 30-December 3, 2005: 424-429

l   Lei Cao, Minglu Li, Jian Cao, Yi Wang. Introduction to an Agent-Based Grid Workflow Management System [C]// The 3rd International Symposium on Parallel and Distributed Processing and Applications (ISPA 2005), Workshop Nanjing, China, November 2-5, 2005: 559-568

l   Lin Chen, Minglu Li, Jian Cao: A Rule-Based Workflow Approach for Service Composition [C]// The 3rd International Symposium on Parallel and Distributed Processing and Applications (ISPA 2005), Nanjing, China, November 2-5, 2005: 1036-1046

l   Lei Cao, Minglu Li, Jian Cao, Ying Li. Planning Enhanced Grid Workflow Management System Based on Agent [C]// The 6th International Conference on Advances in Web-Age Information Management (WAIM 2005), Huangzhou, China, October 11-13, 2005: 440-451

l   Lei Cao, Minglu Li, Jian Cao. Cost-Driven Web Service Selection Using Genetic Algorithm [C]// The First International Workshop on Internet and Network Economics (WINE 2005), Hong Kong, China, December 15-17, 2005: 906-915

2004

l   Jian Cao, Jie Wang, Shensheng Zhang,Minglu Li. A dynamically reconfigurable system based on workflow and service agents. Engineering Applications of Artificial Intelligence, 2004, 17(7), 771-782. (SCI他引9)

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 [C]// The 7th International Conference on Information Technology (CIT2004), Hyderabad, India, December 20-23, 2004: 998-1003

l   Jian Cao, Shen-sheng Zhang, Minglu Li, Jie Wang. Verification of Dynamic Process Model Change to Support the Adaptive Workflow [C]// The 2014 IEEE International Conference on Services Computing (SCC 2004), Shanghai, China, September 15-18, 2004: 255-261

l   Yujie Mou, Jian Cao, Shen-sheng Zhang. A Process Component Model for Enterprise Business Knowledge Reuse [C]// The 2014 IEEE International Conference on Services Computing (SCC 2004), Shanghai, China, September 15-18, 2004: 409-412

l   Jianhong Zhang, Shen-sheng Zhang, Jian Cao, Yujie Mou. Improved HTN Planning Approach for Service Composition [C]// The 2004 IEEE International Conference on Services Computing (SCC 2004), Shanghai, China, September 15-18, 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 [C]// The 3rd International Conference on Grid and Cooperative Computing (GCC 2004), Wuhan, China, October 21-24, 2004: 50-57

l   Jianhong Zhang, Shen-sheng Zhang, Jian Cao. Planning Based Service Composition System [C]// The 5th International Conference on Parallel and Distributed Computing: Applications and Technologies (PDCAT 2004), Singapore, December 8-10, 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 [C]// The 2004 International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA 2004), Las Vegas, Nevada, USA, June 21-24, 2004: 908-914

l   Yujie Mou, Shen-sheng Zhang, Jian Cao. Providing knowledge support in business process: a context based approach [C]// The 2004 IEEE International Conference on Systems, Man& Cybernetics (SMC 2004): The Hague, Netherlands, October 10-13, 2004, Vol. 3: 2143-2149

l   Yujie Mou, Shen-sheng Zhang, Jian Cao. Supporting collaborative work with process management enhanced corporate portal [C]// The 2004 IEEE International Conference on Systems, Man& Cybernetics (SMC 2004): The Hague, Netherlands, October 10-13, 2004, Vol. 5: 4206-4213

2003

l   Feilong Tang, Minglu Li, Jian Cao. A Transaction Model for Grid Computing [C]// The 5th International Workshop on Advanced Parallel Processing Technologies (APPT 2003), Xiamen, China, September 17-19, 2003: 382-386

l   Xiaoguang Zhang, Jian Cao, Shen-sheng Zhang. An Extended Policy Language for Role Resolution in Project-Oriented Workflow [C] // The 10th Asia-Pacific Software Engineering Conference (APSEC 2003), Chiang Mai, Thailand, December 10-12, 2003: 574-

l   Feilong Tang, Minglu Li, Jian Cao, Qianni Deng. Coordinating Business Transaction for Grid Service [C]//The Second International Workshop on Grid and Cooperative Computing (GCC 2003), Shanghai, China, December 7-10, 2003 (1): 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 [C] // The Second International Workshop on Grid and Cooperative Computing (GCC 2003), Shanghai, China, December 7-10, 2003 (1): 616-623

l   Minglu Li, Feilong Tang, Jian Cao. An Integration Architecture for Grid Resources [C] // The Second International Workshop on Grid and Cooperative Computing (GCC 2003), Shanghai, China, December 7-10, 2003 (1): 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 [C] // The Second International Workshop on Grid and Cooperative Computing (GCC 2003), Shanghai, China, December 7-10, 2003 (1): 738-745

l   Xiaoguang Zhang, Jian Cao, Shen-sheng Zhang. Fuzzy Synthesis Evaluation Improved Task Distribution in WfMS [C] // The Second International Workshop on Grid and Cooperative Computing (GCC 2003), Shanghai, China, December 7-10, 2003 (2): 927-934

l   Jian Cao, Minglu Li, Shen-sheng Zhang, Qianni Deng. Composing Web Services Based on Agent and Workflow [C] // The Second International Workshop on Grid and Cooperative Computing (GCC 2003), Shanghai, China, December 7-10, 2003 (1): 948-955

l   Xiaojun Zhou, Jian Cao, Shen-sheng Zhang. A Multi-agent System Based on ECA Rule [C] // The Second International Workshop on Grid and Cooperative Computing (GCC 2003), Shanghai, China, December 7-10, 2003 (2): 1026-1029

l   Tao Hu, Yinglin Wang, Jian Cao, Jianxun Liu: Formalizing mobile agent system model based on ontology [C]//2003 IEEE International Conference on Systems, Man& Cybernetics (SMC 2003): Washington, D.C., USA, October 5-8, 2003: 2150-2155

2002

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

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

l   Jianxun Liu, Shen-sheng Zhang, Jian Cao, Jinmin Hu. An Agent Enhanced Framework to Support Pre-dispatching of Tasks in Workflow Management Systems [C]// The First International Conference on Engineering and Deployment of Cooperative Information Systems (EDCIS 2002), Beijing, China, September 17-20, 2002: 80-89

l   Yinxing Wei, Shen-sheng Zhang, Jian Cao. Coordination among Multi-agents Using Process Calculus and ECA Rule [C]// The First International Conference on Engineering and Deployment of Cooperative Information Systems (EDCIS 2002), Beijing, China, September 17-20, 2002: 456-465

l   Jian Cao, Shen-sheng Zhang, Xiaoguang Zhang. Team Work Oriented Flexible Workflow Management System [C]// The 3rd International Conference on Advances in Web-Age Information Management (WAIM 2002), Beijing, China, August 11-13: 189-200

 National Science Foundation of China

1. Service Recommendation based on Multi-layer Learning Models for Socialized Sensory Data, Granted Number 61472253, 2015/01-2018/12, Principle Investigator

2. Self-Adaptive Model and Mechanism for Distributed CloudWorkow Service, Granted Number 61272438, 2013/01-2016/12, Principle Investigator

3. Dynamic Service Collaboration based on Broker Agent, Granted Number 61073021 2011/01-2013/12, Principle Investigator

4. Personalized Service Customization based on Knowledge Fusion, Granted Number 60873230, 2008/01-2010/12,  Principle Investigator

5. Grid Workow Knowledge Representation, Incremental Acquisition and Intelligent Reuse for Large-scale Sharing, Granted Number 60503041, 2006/01-2008/12,  Principle Investigator

 National 863 Program

1. Drug Discovery Grid, Granted Number 2006AA01A124, 2007/01-2010/12, Principle Investigator

2. Intelligent Collaboration Platform based on SOA, Granted Number 2006AA04Z152, 2007/01-2008/12, Principle Investigator

3. Enterprise Business Process Modeling and Evaluation Environment for Enactment based on Agent and Workow, Granted Number 2001AA415310, 2001/10-2003/9,  Principle Investigator

 National Key Technologies R&D Program of China

1. Data Exchange and Integration Platform based on Web Service, Granted Number 2005BA908B09, 2005/10-2007/07,Primary Researcher

 Research Projects Granted by Science and Technology Commission of Shanghai Mu-

nicipality

1. Personalized Service based on Big Data, Granted Number 14511107702, 2014/06-2016/06, Principle Investigator

2. Service Quality Assurance and Service Interconnections in Cloud Computing, Granted Number 12511502704, 2012/09-2014/09, Principle Investigator

3. Architecture and Key Technologies for Cloud Computing, Granted Number 11511500102, 2011/11-2013/09, Principle Investigator

4. Cloud Computing Security, Granted Number 10511501503, 2010/06-2012/06, Principle Investigator

5. The Cloud Computing Development Strategy in Shanghai, Granted Number 10692101400, 2010/03-2010/09, Principle Investigator

6. Semantic based Web Process Model, Granted Number 08JC1411700, 2008/10-2010/10, Principle Investigator

7. Information Grid Platform Development and Grid Resource Site Establishment, Granted Number 03dz15027, 2003/11-2005/10, Primary Researcher

 Industry Grants

1. Predictive Monitoring System, Morgan Stanley, 2011-2017,  Principle Investigator

2. Medical Treatement Plan Recommendation based on Patient Data, Ruijing Hospital, 2014/06-2017/12, Principle Investigator

3. Personalized Travel Service, Ctrip, 2016/08-2017/08, Principle Investigator

4. Waterway Maintenance Support System for Shanghai International Port (Group) Co., LTD., Shanghai International Port (Group) Co., LTD., 2016/01-2016/07, Principle Investigator

5. Software Monitoring Technogy and Verication System for Shanghai Telecom, Shanghai Telecom, 2014/12-2015/06, Principle Investigator

6. Personalized Recommendation based on big data, Docomo, 2014/06-2014/09, Principle Investigator

7. Cloud Computing Key Technology, Technology Transfer Center, Shanghai Jiaotong University, 2013/06-2013/12, Principle Investigator

8. Cloud Computing Key Technology, Shanda Networking Co. Ltd. (SNDA), 2013/08-2014/08, Principle Investigator

9. Knowlege Assisted Data Management for Multimedia, Samsung, 2013/06-2014/02, Principle Investigator

10. Intelligent Home Appliances Network System, Arda Co. Ltd., 2011/06-2011/11, Principle Investigator

11. Simulation Grid Platform, China Academy of Launch Vehicle Technology, 2007/07-2010/10, Principle Investigator



1. The Second Prize of Shanghai Science and Technology Progress Award (1/10), 2016

2. 2014 Service Award, International Conference on Data Science and Advanced Analytics (DSAA2014), 2014

3. SMC Morningstar Young Scholar Award of Shanghai Jiaotong University, 2010

4. Outstanding Teacher Award of Shanghai Jiaotong University, 2010

5. The Second Prize of MOE Science and Technology Progress Award (11/15) , 2010

6. The Second Prize of Hunan Provincial Science and Technology Progress Award (2/9), 2009

7. The Second Prize of Shanghai Science and Technology Progress Award (8/15), 2009

8. Outstanding Teacher Award of Shanghai Jiaotong University, 2008

9. New Century Excellent Talents in University, The Ministry of Education, 2008

10. The Second Prize of Shanghai Science and Technology Progress Award (3/20), 2005

11. The Second Prize of Shanghai Science and Technology Progress Award (2/10), 2002

12. Excellent Post-doctoral Researcher of Shanghai Jiaotong University, 2002

13. "Advanced Worker" on CIMS Subject of China 863 Program, 2002

14. Excellent PhD Dissertation of Nanjing University of Science and Technology, 2000


Member, Cloud Computing Expert Commission, Chinese Institute of Electronics

Senior Member, China Computer Federation

Standing Member, China Computer Federation Cooperative Computing Technical Committee

Member, China Computer Federation Service Computing Technical Committee

Senior Member, Chinese Institute of Electronics

Deputy Director, Shanghai Computer Federation CSCW and Information Service Technical Com-

mittee

Member, IEEE; Member, ACM

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