曹 健 教授
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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.智能数据分析与决策支持：要让数据发挥价值，不管数据的规模是“大”还是“小”，其中的核心问题是如何在理解数据的基础上进行深入分析并提供决策支持。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。主要的研究方向为：
（1）个性化推荐模型
（2）人工智能运维（AIOps）
（3）智能数据分析的行业应用（医疗领域、旅游行业、金融、企业管理）

2.服务与网络计算：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）智能服务流程管理
（2）个性化与智能化服务模型
（3）大规模服务的协同机制

3.协同与社会计算：互联网特别是移动互联网的发展促进了人与人、人与组织、组织与组织协同的多样性。因此，通过大数据分析理解现实中发生的各种协同现象背后的机理，开发新的协同工具具有非常重要的价值。实验室目前的研究关注于：
（1）智能流程管理系统
（2）开源软件开发中的协同



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****

2002－2007，上海交通大学，副教授
2008-，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）

2019
lWenjuan Li, Jian Cao, Keyong Hu, Jie Xu, Rajkumar Buyya: A Trust-Based Agent Learning Model for Service Composition in Mobile Cloud Computing Environments [J]. IEEE Access, 2019, 7: 34207-34226
lQi Gu, Jian Cao, Yafeng Zhao, Yudong Tan: Addressing the Cold-Start Problem in Personalized Flight Ticket Recommendation [J]. IEEE Access, 2019, 7: 67178-67189
lOm Prakash Patel, Neha Bharill, Aruna Tiwari, Vikram Patel, Ojas Gupta, Jian Cao, Jun Li, Mukesh Prasad: Advanced Quantum Based Neural Network Classifier and Its Application for Objectionable Web Content Filtering [J]. IEEE Access, 2019, 7: 98069-98082
lLiang Hu, Qingkui Chen, Longbing Cao, Songlei Jian, Haiyan Zhao, Jian Cao: Evolving Coauthorship Modeling and Prediction via Time-Aware Paired Choice Analysis [J]. IEEE Access, 2019, 7: 98639-98651
lShanshan Feng, Huaxiang Zhang, Jian Cao, Yan Yao: Merging user social network into the random walk model for better group recommendation [J]. Applied Intelligence , 2019, 49(6): 2046-2058
lShiyou Qian, Jian Cao, Weichao Mao, Yanmin Zhu, Jiadi Yu, Minglu Li, Jie Wang. A fast and anti-matchability matching algorithm for content-based publish/subscribe systems [J]. Computer Networks, 2019, 149(11): 213-225
lYan Yao, Jian Cao, Shiyou Qian, Shanshan Feng: Decentralized executions of privacy awareness data analytics workflows in the cloud [J]. Concurrency and Computation: Practice and Experience, 2019, 31(5): 1-12
lWenjuan Li, Jian Cao, Shiyou Qian, Rajkumar Buyya: TSLAM: A Trust-enabled Self-Learning Agent Model for Service Matching in the Cloud Market [J]. ACM Transactions on Autonomous and Adaptive Systems (TAAS), 2019, 13(4): 16:1-41
lChenyang Liu, Jian Cao, Shanshan Feng: Leveraging Kernel-Incorporated Matrix Factorization for App Recommendation [J]. ACM Transactions on Knowledge Discovery From Data (TKDD), 2019, 13(3):1-27
lBin Cheng, Shiyou Qian, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li, Tao Zhang: STL: Online Detection of Taxi Trajectory Anomaly Based on Spatial-Temporal Laws [C]//. 24th International Conference on Database Systems for Advanced Applications (DASFAA), Chiang Mai, Thailand, 22-25 April 2019: 764-779
lZhengyu Liao, Shiyou Qian, Jian Cao, Yanhua Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li: PhSIH: A Lightweight Parallelization of Event Matching in Content-based Pub/Sub Systems [C]//. 48th International Conference on Parallel Processing (ICPP 2019), Kyoto Research Park, Kyoto, Japan, August 5-8, 2019:1-10
lJian Cao, Xiaofu Huang, Qing Qi: Selecting Publishing Points for the Optimal Sharing of Predictive Monitoring Information of a Service Process [C]// The 26th IEEE International Conference on Web Services (ICWS 2019), Milan, Italy, July 8-13, 2019: 368-372
lLanxuan Tong, Jian Cao, Qing Qi, Shiyou Qian: AIMS: A Predictive Web API Invocation Behavior Monitoring System [C]//The 26th IEEE International Conference on Web Services (ICWS 2019), Milan, Italy, July 8-13, 2019: 373-382
lBin Cheng, Shiyou Qian, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li: DOAD: An Online Dredging Operation Anomaly Detection Method based on AIS Data [C]//The 2019 International Joint Conference on Neural Networks (IJCNN 2019), Budapest, Hungary, July 14-19, 2019: 1-7
lSikai Xing, Shiyou Qian, Bin Cheng, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li: A QoS-oriented Scheduling and Autoscaling Framework for Deep Learning [C]// The 2019 International Joint Conference on Neural Networks (IJCNN 2019), Budapest, Hungary, July 14-19, 2019: 1-8
lShiyou Qian, Weichao Mao, Jian Cao, Frederic Le Mouel, Minglu Li: Adjusting Matching Algorithm to Adapt to Workload Fluctuations in Content-based Publish/Subscribe Systems [C]//. 2019 IEEE International Conference on Computer Communications (INFOCOM 2019), Paris, France, 29 April - 2 May, 2019: 1936-1944
2018
lYan Yao, Jian Cao, Shiyou Qian, Xiaogang Wang: Resource Scheduling for Real-Time Analytical Workflow Services in the Cloud [J]. IEEE Access, 2018, 6: 57910-57922 (2018)
lHui Cai, Yanmin Zhu, Zhenni Feng, Hongzi Zhu, Jiadi Yu, Jian Cao: Truthful incentive mechanisms for mobile crowd sensing with dynamic smartphones [J]. Computer Networks, 2018, 141: 1-16
lLiang Hu, Qingkui Chen, Haiyan Zhao, Songlei Jian, Longbing Cao, Jian Cao. Neural Cross-Session Filtering: Next-Item Prediction Under Intra- and Inter-Session Context [J]. IEEE Intelligent Systems, 2018, 33(6): 57-67
lWenjuan Li, Jian Cao, Jiyi Wu, Changqin Huang, Rajkumar Buyya: A collaborative filtering recommendation method based on discrete quantum-inspired shuffled frog leaping algorithms in social networks [J]. Future Generation Computer System, 2018, 88: 262-270
lYanyun Tao, Yuzhen Zhang, Qinyu Wang, Jian Cao MPGA: an evolutionary state assignment for dynamic and leakage power reduction in FSM synthesis [J]. IET Computers & Digital Techniques, 2018, 12(3): 111-120
lDingyu Yang, Jianmei Guo, Zhi-Jie Wang, Yuan Wang, Jingsong Zhang, Liang Hu, Jian Yin, Jian Cao: FastPM: An approach to pattern matching via distributed stream processing [J], Information Science, 2018, 453: 263-280
lYan Yao, Jian Cao, Zitai Ma: A Cost-Effective Deadline-Constrained Scheduling Strategy for a Hyperparameter Optimization Workflow for Machine Learning Algorithms [C]// The 16 th International Conference on Service-Oriented Computing (ICSOC 2018), HangZhou, China, November 12-15, 2018: 870-878
lJian Cao, Yuchang Xu, Huisi Ou, Yudong Tan, Quan-Wu Xiao: PFS: A Personalized Flight Recommendation Service via Cross-Domain Triadic Factorization [C]// The 25th IEEE International Conference on Web Services (ICWS 2018), San Francisco, USA, July 2 - 7, 2018: 249-256
lYuchang Xu, Jian Cao, Tao Liu, Yudong Tan, Quan-Wu Xiao: When to Invoke a Prediction Service? A Reinforcement Learning-Based Approach [C]//. The 25th IEEE International Conference on Web Services (ICWS 2018), San Francisco, USA, July 2 - 7, 2018: 315-318
lYuchang Xu, Jian Cao, Hongyu Lu, Yudong Tan, Quanwu Xiao: An Auxiliary Service Package Recommendation Model for Maximizing Long-term Profits, 2018 Asia-Pacific Services Computing Conference (APSCC 2018), Zhuhai, China, December 20 - 22, 2018
lQing Qi, Jian Cao, Yudong Tan, Quanwu Xiao: Cross-Domain Recommendation Method in Tourism, 2018 International Conference on Progress in Informatics and Computing (PIC-2018), Suzhou, China, Dec. 14-16, 2018
lXiaofu Huang, Jian Cao and Yudong Tan, A Prediction Based Server Cluster Capacity Planning Strategy, 2018 International Conference on Progress in Informatics and Computing (PIC-2018), Suzhou, China, Dec. 14-16, 2018
lQi Gu, Jian Cao and Xi Yang, A Web Services Composition Discovery Approach based on Service Data Network, 2018 International Conference on Progress in Informatics and Computing (PIC-2018), Suzhou, China, Dec. 14-16, 2018

2017
lJia 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)
lFangzhou 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)
lShanshan Feng, Jian Cao: Improving group recommendations via detecting comprehensive correlative information [J]. Multimedia Tools and Applications, 76(1): 1355-1377 (2017)
lShanshan 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)
lChenyang 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)
lLiang 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)
lDongxiang 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)
lChenyang 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
lNengjun 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
lYiqun 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
lYan 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
lLiang 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
lXi 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
lJian 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
lYanhua 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
lHongyu 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
lZhenni 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
lXiaogang 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
lMingliang 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.
lYafeng 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
lDenis 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
lJian 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
lShanshan 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
lTingjie 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
lYan 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
lQi 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
lXiaogang 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
lDingyu 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
lZhi 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
lShiyou 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
lJian Cao, Yan Yao, Yi Wang. Mining change operations for workflow platform as a service [J]. World Wide Web Journal, 2015, 18(4): 1071-1092
lGuangyan 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
lQi 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
lJingjing 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
lZitai 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
lSizhong 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
lDesheng 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
lYuwen 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
lHaiyan 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
lShiyou 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
lBaptiste 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
lChenyang 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
lShiyou 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
lShanshan 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
lSiyun 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
lDingyu 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
lJian 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
lQijun 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
lQi 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
lYanmin 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
lLiang 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
lQingwen 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
lShiyou 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
lJie 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
lJean 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
lChangyuan 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
lChenyang 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
lYanyun Tao, Minglu Li, Jian Cao. A New Dynamic Population Variation in Genetic Programming [J]. Computing and Informatics, 2013, 32(1): 63-87
lJian 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
lYanyun 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
lDingyu 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
lJian 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
lJian 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
lChen 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
lYue 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
lJian 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
lWenxing 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
lLiang 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
lShiyou 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
lYan 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
lYue 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
lLiang 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
lYidong 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
lJian 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
lWenbo 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
lYanyun 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
lDingyu 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
lQiuzi 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
lYijun 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
lJian 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
lXiaogang 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
lDingyu Yang, Jian Cao. A Scalable Data Warehouse Model Based on Complex Semantic Event Processing in Distributed Systems. ICDE Workshops 2012: 94-97
lLiang 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
lHongxia 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
lJianhuang 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
lZhicheng 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
lLei 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
lYihua 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
lJianmei 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
lJian Cao, Haiyan Zhao, Minglu Li, Jie Wang. A dynamically self-configurable service process engine [J]. World Wide Web Journal, 2010, 13(4): 475-495
lJian 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
lLiang 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
lLiang 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
lXuezhi 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
lJian 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
lYanyun 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
lJianxun 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
lJian 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
lHongxia 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
lHongxia 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
lHaiyan 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
lYi 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
lHongxia Tong, Jian Cao, Shensheng Zhang, Minglu Li. A Distributed Agent Coalition Algorithm for Web Service Composition. SERVICES I 2009: 62-69
lHaiyan 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
lSongqiao 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
lLei 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
lLei 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
lJian 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
lJian 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
lHaiyan 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
lYi 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
lHongxia 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
lJian 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
lYi 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
lLiang 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
lJian 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
lLei 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
lHongxia Tong, Jian Cao, Shensheng Zhang. A Distributed Genetic Algorithm for Optimizing the Quality of Grid Workflow. APWeb/WAIM Workshops 2007: 408-419
lYi 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
lJian 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
lYi 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
lJiankun 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
lYi 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
lMinglu 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
lLin 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
lJian 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
lJiankun 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
lYi 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
lYing 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
lJian 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
lLei 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
lYanli 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
lJian 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
lJian 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
lHeyuan 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
lYujie 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
lYujie 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
lLin 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
lJian 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
lMinglu 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
lMinglu 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
lLei 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
lYi 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
lJian 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
lLei 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
lLin 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
lLei 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
lLei 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
lJian 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)
lJie 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
lJian 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
lYujie 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
lJianhong 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
lJian 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
lJianhong 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
lFeilong 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
lYujie 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
lYujie 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
lFeilong 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
lXiaoguang 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-
lFeilong 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
lMinglu 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
lMinglu 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
lFeilong 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
lXiaoguang 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
lJian 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
lXiaojun 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
lTao 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
lJian 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
lJianxun 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
lJianxun 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
lYinxing 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
lJian 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


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：**)(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：**)(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：08JC**)(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：)，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：），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：），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, 10DZ**，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：**）（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：）（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：）（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：**，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：**，2015.01-2018.12
3. 上海市科委，基于大数据的个性化服务（编号：**）（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：**）（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 （排名第2）
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 （排名第3）
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 （排名第2）
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
6. 2016年上海市科技进步二等奖，大规模复杂计算环境的智能运维技术与系统 （排名第1）
7.2018年上海市科技进步二等奖，个性化、智能化服务技术及其在在线旅游行业的应用 （排名第1）

1、中国计算机学会高级会员、IEEE高级会员
2、中国计算机学会协同与社会计算专委会 常委
3、上海市计算机学会CSCW与信息服务专委会副主任