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Professor Jinjun Chen (PhD)

Deputy Director - Swinburne Data Science Research Institute

  

Department of Computer Science and Software Engineering       
Swinburne University of Technology
PO Box 218, Hawthorn VIC 3122, Australia

Email

jchen@swin.edu.au

Phone

+61 3 9214 4685

Office

EN506a

URL

http://www.swinflow.org/jchen

 


What's New

 

·        Multiple Full PhD scholarships (tuition fee waive + stipend) are available in 2018. Interesting areas can be Privacy protection, differential privacy, data analytics and machine learning, blockchain, machine learning for privacy, and etc. Please email me with your CV. Post-doc positions are also available.

·        PC Member, The 18th IEEE International Conference on Data Mining (ICDM 2018), 17-20 Nov 2018, Singapore.

 


Administrative and Community Services

 

·       Deputy Director, Swinburne Data Science Research Institute (2017~)

·       Director, Data Systems and Advanced Analytics Program (2017~)

·       Research Coordinator, School of Systems, Management and Leadership (SML), Faculty of EIT, UTS (2013~2015)

·       Member (Rep for School of SML), Research Degrees Committee of Faculty of EIT, UTS (2013~2015)

·       Director of Lab for Data Systems and Visual Analytics, UTS (2015~2016)

·        Associate Editor for ACM Computing Surveys (CORE A*, 2015~)

·        Associate Editor for IEEE Transactions on Big Data (2015~)

·        Associate Editor for IEEE Transactions on Knowledge and Data Engineering (CORE A, 2015~)

·        Associate Editor for IEEE Transactions on Cloud Computing (2015~)

·        Associate Editor for IEEE Transactions on Parallel and Distributed Systems (CORE A*, 2012~2015)

·        Associate Editor for IEEE Transactions on Computers (CORE A*, 2012~2015)

·        Associate Editor for Journal of Computer and System Sciences (CORE A*, 2013~)

·        Editorial Board (Associate Editor) for Journal of Network and Computer Applications (CORE A, 2012~2017)

·       Chair, IEEE Technical Committee on Scalable Computing (IEEE TCSC) (2014~2017)

·       Vice Chair, IEEE Technical Committee on Scalable Computing (IEEE TCSC) (2012~2013)

·       Member, Core Executive Committee of IEEE Technical Committee on Scalable Computing (IEEE TCSC) (2008~2011)

 


Academic Qualifications

 

·         Doctor of Philosophy (Ph.D.) (SUT)

·         Master of Engineering (M. Eng.) in Communication and Information Systems (XiDian)

·         Bachelor of Science (B. Sci.) in Applied Mathematics (XiDian)

·         Graduate Certificate in Learning and Teaching (Higher Education) (Swinburne) 2010

 


Research Membership

 

·        Senior Member of IEEE and IEEE Computer Society

·        Member of ACM and SIGKDD

·        Swinburne Data Science Research Institute

 


Research Interests

 

·      Data Science, Big Data, Data Systems, Cloud

·      Privacy and Security in Big Data and Cloud

·      Scalable Analytics for Big Data Applications

·      Scalable and Efficient Big Data Preparation/Curation

 


Honors, Scholarships and Awards

 

·         One of my PhD graduates won the competitive and prestigious 2015 UTS Chancellor’s Award for Most Outstanding PhD Thesis (only one across the whole university)

·         2 PhD students winning 2016 UTS Faculty of EIT publication awards

·         1 PhD student winning 2015 UTS Faculty of EIT publication award

·         Vice-Chancellor's Awards for Research Excellence Highly Commended (2014), University of Technology Sydney, Australia

·         Vice-Chancellor's Awards for Research Excellence Finalist (2013), University of Technology Sydney, Australia

·         2 PhD students winning 2014 UTS Faculty of EIT publication award

·        Vice-Chancellor’s Research Award (2008), Swinburne University of Technology.

·        IEEE Computer Society Outstanding Leadership Award (2010-2011).

·        IEEE Computer Society Outstanding Leadership Award (2008-2009).

·        2012 Chinese Government Award for Outstanding Self-Financed Students Abroad to my PhD student Mr. Xuyun Zhang supervised by me.

·        Highly Commended Research Poster (titled "Noise based Privacy Protection Strategy in Cloud"), to my PhD student Gaofeng Zhang, 2010 ARC EII PhD School.

·        2010 Chinese Government Award for Outstanding Self-Financed Students Abroad to our PhD student Mr. Dong Yuan jointly supervised by Prof Yun Yang and myself.

·        2009 Chinese Government Award for Outstanding Self-Financed Students Abroad to our PhD student Mr. Xiao Liu jointly supervised by Prof Yun Yang and myself.

·        Research Thesis Excellence Award (2007), Faculty of ICT, Swinburne University of Technology. In recognition of my outstanding PhD work.

·         IEEE Computer Society Service Award (2007).

·         Faculty Graduate Scholarship, Faculty of Information and Communication Technologies, Swinburne University of Technology, Melbourne, Australia, 2003-2006.

·         The Third Prize of National Mathematics Allied Contest, China, 1991.

 


Research Grants and Sponsorships

 

·         ARC DP170100136 (AUD$400,500, 2017-2019), Jinjun Chen and Jian Pei, BigPrivacy: Scaling privacy preservation for big data applications on cloud, Australian Research Council (ARC) Discovery Project (DP).

·        ARC LP140100816 (Lead CI, 2014-2017), Jinjun Chen, Yang Xiang, Ramamohanarao Kotagiri, Jian Pei, C. Zhong, Cost efficient scheduling of big data application workflows on cloud through information correlation, $300,000 from ARC plus industry cash contribution.

·        ARC DP110101340 (2011-2013) (with Prof. Yun Yang, Prof. John Grundy): Cost effective storage of massive intermediate data in cloud computing applications. Amount: $360,000.

·        ARC LP0990393 (2009-2012) (with Prof. Yun Yang, Prof. Chengfei Liu, Prof. Ramamohanarao Kotagiri): Novel cloud computing based workflow technology for managing large numbers of process instance. $380,000 in total from ARC.

·        CSIRO Scholarship (2014-2017): "Innovative Techniques for Security and Privacy Aware Management of Big Data on Clouds". Amount: $75,000, plus $12,000 for operation.

·        CSIRO Scholarship (2013-2016): Fast Processing and Scheduling of Big Data with Cloud. Amount: $21000 cash in total plus $10,000 per year for operation.

·        CSIRO Scholarship (2012-2014): Cloud-based Large Scale Distributed Semantic Data Management with Security Awareness. Amount: $15,563 cash in total plus $10,000 per year for operation.

·        CSIRO Scholarship (2011-2013): "Cloud Data Storage Security and Privacy Issues". Amount: $20,000.

·        NICTA project (2016-2018, PhD stipend): "Cross-Domain Distributed Data Analytics". $78,684 in total for 3 years ($26288 per year).

·        NICTA project (2015-2016): "Continuous Deployment of Data Analytics Applications". Amount: $32,100  per year.

·    NSF of China Project (ARC DP equivalent) (2013-2016) (with Prof. Jianxun Liu and etc), Research on Method of Workflow Instance Aspect Mining and Its Optimization. Amount: $780,000.

·    NSF of China Project (ARC DP equivalent) (2010-2012) (with Prof. Wanchun Dou, Dr. Xiping Liu, Dr. Feng Su), Research on the key theory and technologies of dynamic service composition for dependable collaboration, RMB320,000.

 

·        UTS FEIT ARC LP Seed Grant (2015): data intensive document management on cloud, A$10,000.

·    UTS Early Career Research Grant (2013-2014): Developing U-Privacy – A User Privacy Protection Framework on Cloud. Amount: A$10,000.

·        UTS FEIT ARC LP Seed Grant (2014): Towards efficient management of data intensive documents on cloud, A$4000.

·         UTS FEIT Research Seed Fund (2014): Ensuring Big Accounting Data Integrity on Cloud through Efficient Public Auditing, A$15,000.

·       UTS FEIT Industry and Innovation Project Scheme (2012-2013): On Big Data over Cloud: A cloud framework for domain enhanced video retargeting with spatial-temporal importance and 3D grid optimisation (A/Prof. Jinjun Chen, Dr. Min Xu). Amount: A$10,000.

·       Open project of State Key Lab. for Novel Software Technology, Nanjing University (2013-2015), Research on the dependable service in cloud environment, RMB40,000.

·    Open project of State Key Lab. for Novel Software Technology, Nanjing University (2009-2011), Research on the key technologies of service oriented cooperative workflow, RMB60,000.

·    Swinburne Research Development Scheme (CS3) (2009): A Thorough Investigation into Platform Cloud Computing Software System for Integration of QoS-based Automatic Service Discovery and Composition. Amount: A$7,000.

·        Faculty of ICT Dean's Collaborative Grants Scheme (2007-2008): Radio Astronomy on the Grid (CI, with Dr. Willem van Straten, Prof. Matthew Bailes, Prof. Ryszard Kowalczyk and Prof. Yun Yang). Amount: A $44,000.

·        Swinburne Research Development Scheme (2008): Modelling temporal-verification-aware Grid Workflows. Amount: A$28,000.

·        Swinburne ARC near miss incentive (2008) (with Prof. Yun Yang and A/Prof. Chengfei Liu). Amount: A$28,000.

·        CITR (Centre for Information Technology Research, Swinburne Tier 1 Centre) ECR Start-up (2008). Amount: A$5000.

·        Faculty of ICT grant proposal incentive (2008). Amount: A$4000.

·        Swinburne grant proposal incentive (2008) (with Prof. Yun Yang and A/Prof. Chengfei Liu). Amount: A$8000.

 


Research Article Writing

 

General Guidelines

·         Good Writing Style (PDF)

 

Simulation as Evaluation

·         Good Writing Practice (PPT from Prof. Xiaohua Jia)

·         An Example Article (PDF)

 

Case Study as Evaluation

·         Case Study Template (PDF)

·         An Example Article (PDF)

 


Selected Publications

 

Books Authored    

·        D. Yuan, Y. Yang and J. Chen, Computation and Storage in the Cloud: Understanding the Trade Offs. Elsevier, 128 pages, 2013. (ISBN: 978-0-12-407767-6).

·    X. Liu, J. Chen and Y. Yang, Temporal QoS Management in Scientific Cloud Workflow Systems, Elsevier, 154 pages, 2012. (ISBN: 978-0-12-397010-7).

·       X. Liu, D. Yuan, G. Zhang, W. Li, D. Cao, Q. He, J. Chen and Y. Yang, The Design of Cloud Workflow Systems, Springer, 97 pages, 2012. (ISBN: 978-1-4614-1933-4).

·    J. Chen and Y. Yang, Effective and Efficient Temporal Verification in Grid Workflow - Enabling Timely Completion of Grid Workflow, Lambert Academic Publishing, Germany, 162 pages, 2011. (ISBN: 9783844315479).

·    H. Zhang, J. Chen and Z. Huang, Handbook of Premises Distribution System. 198 pages, August 2006. (ISBN: 7111196686).

 

Books Edited

·        L. Wang, R. Ranjan, J. Chen, B. Benatallah, Editors, Cloud Computing: Methodology, System, and Applications. CRC, Taylor & Francis Group, 2011. (ISBN: 9781439856413).

·        J. Cao, M. Li, M. Wu and J. Chen, Editors, Network and Parallel Computing. Lecture Notes in Computer Science, Springer-Verlag, Volume 5245, 2008. (ISBN: 9783540881391).

·        L. Wang and J. Chen and W. Jie, Editors, Quantitative Quality of Service for Grid Computing: Applications for Heterogeneity, Large-Scale Distribution and Dynamic Environments. IGI Global, 528 pages, May 2009. (ISBN: 9781605663708).

·        L. Wang, W. Jie and J. Chen, Editors, Grid Computing: Infrastructure, Service and Applications, CRC Press, 521 pages, 2009. (ISBN: 9781420067668).

 

Book Chapters

·        D. Puthal, R. Ranjan, and J. Chen, Big Data Stream Security Classification for IoT Applications, Encyclopedia of Big Data Technologie, in press, 2018.

·        C. Yang and J. Chen, Efficient Non-linear Regression based Compression of Big Sensing Data on Cloud, Big Data Analytics for Sensor-Network Collected Intelligence, Elsevier, 2017, ISBN: 9780128093931.

·        C. Liu, R. Ranjan, X. Zhang, C. Yang, J. Chen, A Big Picture of Integrity Verification of Big Data in Cloud Computing, Handbook on Data Centers, Springer, pp. 631-645, 2015, Print ISBN: 978-1-4939-2091-4.

 ·         X. Zhang, C. Liu, S. Nepal and J. Chen, Privacy Preservation over Big Data in Cloud Systems, Surya Nepal and Mukaddim Pathan (ed.), Security, Privacy and Trust in Cloud Systems, Springer, pp. 239-257, 2014, Print ISBN: 978-3-642-38585-8.

·        F. Lu, K. Ren, J. Song and J. Chen, Scalable Computing on Large Heterogeneous CPU/GPU Supercomputers, Samee U. Khan, Albert Y. Zomaya, and Lizhe Wang (ed.), Scalable Computing and Communications: Theory and Practice, pp.81-96, John Wiley & Sons, 2013, ISBN: 978-1-1181-6265-1.

·        D. Yuan, Y. Yang, X. Liu, J. Chen, Computation and Storage Trade-Off for Cost-Effectively Storing Scientific Datasets in the Cloud. Handbook of Data Intensive Computing, Chapter 5, pp.129-153, Springer, ISBN: 978-1-4614-1414-8, 2011.

·        H. Liu, K. Ren, W. Zhang, J. Chen, Risk-driven Selection Approach for Transactional Services Composition, Syed Ahson and Mohammad Ilyas (ed.), Cloud Computing and Software Services: Theory and Techniques, pp.409-419, CRC Press Taylor and Francis, ISBN: 9781439803158, July 2010.

·        X. Liu, D. Yuan, G. Zhang, J. Chen and Y. Yang, SwinDeW-C: A Peer-to-Peer Based Cloud Workflow System, Borko Furht and Armando Escalante (ed.), Handbook of Cloud Computing, pp.309-332, Springer, ISBN: 978-1-4419-6523-3, 2010.

·        J. Chen and Y. Yang, Grid and Workflows, Ling Liu and M. Tamer Özsu (ed.), Encyclopedia of Database Systems, Springer, ISBN: 978-0-387-35544-3, 2009.

·        C. Yang and J. Chen, A Datastream View for Scientific Workflow, L. Wang, W. Jie, J. Chen (ed.), Grid Computing: Infrastructure, Service and Applications, CRC Press, Taylor & Francis Group, ISBN: 978-1-4200-6766-8, pp. 223-251, 2009.

·        K. Ren, J. Chen, N. Xiao, W. Zhang and J. Song, A QSQL-based Service Collaboration Method for Automatic Service Composition and Optimized Execution, L. Wang, J. Chen, W. Jie (ed.), Quantitative Quality of Service for Grid Computing: Applications for Heterogeneity, Large-Scale Distribution and Dynamic Environments, IGI Global, ISBN: 978-1-60566-370-8, pp. 249-270, 2009.

·        M. Wang, J. Chen, R. Kotagiri and Amy Unruh, Multiple-Step Backtracking of Exception Handling in Autonomous Business Process Management, Maggie Wang, Zhaohao Sun (ed.), Handbook of Research on Complex Dynamic Process Management: Techniques for Adaptability in Turbulent Environments, IGI Global, ISBN: 978-1-60566-669-3, pp. 251-270, 2009.

·        W. Dou and J. Chen, Scientific Workflow Scheduling with Time-Related QoS Evaluation, Kuanching Li, C.H. Hsu, Laurence Yang, Jack Dongarra, Hans Zima (ed.), The Handbook of Research on Scalable Computing Technologies, IGI Global, ISBN: 978-1-60566-661-7, pp. 396-419, 2009.

 

Journals (Selected)

·        Z. Cui, F. Xue, Y. Cao, X. Cai, G. Wang, J. Cai and J. Chen, Detection of Malicious Code Variants Based on Deep Learning, IEEE Transactions on Industrial Informatics, in press, 2018.

·        D. Zhang, W. Yan, E. Bugingo, W. Zheng and J. Chen, A Benchmark Approach and its Toolkit for Online Scheduling of Multiple Deadline-constrained Workflows in Big-data Processing Systems, Future Generation Computer Systems, 85: 222-234, 2018.

·        C. Yang, X. Xu, R. Kotagiri and J. Chen, A Scalable Multi-Data Sources based Recursive Approximation Approach for Fast Error Recovery in Big Sensing Data on Cloud, IEEE Transactions on Knowledge and Data Engineering, in press, 2017.

·        C. Yang and J. Chen, A Scalable Data Chunk Similarity based Compression Approach for Efficient Big Sensing Data Processing on Cloud, IEEE Transactions on Knowledge and Data Engineering, 29(6): 1144-1157, 2017.

·         Z. Cui, Y. Cao, X. Cai, J. Cai and J. Chen. Optimal LEACH protocol with modified bat algorithm for big data sensing systems in Internet of Things, Journal of Parallel and Distributed Computing, in press, 2017.

·        C. Liu, L. Zhu, X. He and J. Chen, Enabling Privacy-Preserving Shortest Distance Queries on Encrypted Graph Data, IEEE Transactions on Dependable and Secure Computing, in press, 2018.

·        F. Li, Z. Li, W. Han, T. Wu, L. Chen, Y. Guo and J. Chen, Cyberspace-Oriented Access Control: A Cyberspace Characteristics based Model and its Policies, IEEE Internet of Things Journal, in press, 2018.

·        M. Liu, Z. Xue, X. Xu, C. Zhong and J. Chen, Host-based Intrusion Detection System with System Calls: Review and Future Trends, ACM Computing Surveys, in press, 2018.

·        Y. Wen, W. Dou, J. Liu, X. Xu, B. Cao and J. Chen, Scheduling Workflows with Privacy Protection Constraints for Big Data Applications on Cloud, Future Generation Computer Systems, in press, 2018.

·        L. Kuang, L. Yang, Q. Zhu and J. Chen, Secure Tensor Decomposition for Big Data, IEEE Transactions on Computers, in press, 2018.

·        L. Qi, X. Zhang, W. Dou, C. Hu, C. Yang and J. Chen, A Two-stage Locality-Sensitive Hashing based Approach for Privacy-preserving Mobile Service Recommendation in Cross-platform Edge Environment, Future Generation Computer Systems, in press, 2018.

  

·         W. Zheng, Y. Qin, E. Bugingo, D. Zhang and J. Chen. Cost optimization for deadline-aware scheduling of big-data processing jobs on clouds, Future Generation Computer Systems, in press, 2017.

·        J. Feng, L. Yang, G. Dai, Z. Yan and J. Chen, An Improved Secure High-Order-Lanczos Based Orthogonal Tensor SVD for Cyber-Physical-Social Big Data Reduction, IEEE Transactions on Big Data, in press, 2017.

·        D. Puthal, X. Wu, S. Nepal, R. Ranjan and J. Chen, SEEN: A Selective Encryption Method to Ensure Confidentiality for Big Sensing Data Streams, IEEE Transactions on Big Data, in press, 2017.

·        C. Liu, L. Zhu and J. Chen, Graph Encryption for Top-K Nearest Keyword Search Queries on Cloud, IEEE Transactions on Sustainable Computing, 2(4): 371-381, 2017.

·        G. Wang, X. Cai, Z. Cui and J. Chen, High Performance Computing for Cyber Physical Social System by Using Evolutionary Multi-Objective Optimization Algorithm, IEEE Transactions on Emerging Topics in Computing, in press, 2017.

·        D. Puthal, S. Nepal, R. Ranjan and J. Chen, A Dynamic Prime Number Based Efficient Security Mechanism for Big Sensing Data Streams, Journal of Computer and System Sciences, 83(1): 22-42, 2017.

·        D. Puthal, S. Nepal, R. Ranjan and J. Chen. DLSeF: A Dynamic Key Length Based Efficient Real-Time Security Verification Model for Big Data Stream, ACM Transactions on Embedded Computing Systems, 16(2): Article No. 51, 2017.

·        W. Wang, P. Xu, L. Yang, W. Susilo and J. Chen, Securely Reinforcing Synchronization for Embedded Online Contests, ACM Transactions on Embedded Computing Systems, 16(2): Article No. 58, 2017.

·        X. Xu, W. Dou, X. Zhang, C. Hu and J. Chen, A Traffic Hotline Discovery Method over Cloud of Things Using Big Taxi GPS Data, Software: Practice and Experience, 47(3): 361–377, 2017.

·        C. Liu, L. Zhu and J. Chen, Efficient Searchable Symmetric Encryption for Storing Multiple Source Dynamic Social Data on Cloud, Journal of Network and Computer Applications, 86: 3-14, 2017.

·        M. Tang, X. Dai, J. Liu and J. Chen, Towards a Trust Evaluation Middleware for Cloud Service Selection, Future Generation Computer Systems, 74: 302–312, 2017.

 

·        T. Wu, W. Dou, F. Wu, S. Tang and J. Chen, A Deployment Optimization Scheme over Multimedia Big Data for Large-Scale Media Streaming Application, ACM Transactions on Multimedia Computing Communications and Applications, in press, 2016.

·        X. Xu, W. Dou, X. Zhang, J. Chen, EnReal: An Energy-Aware Resource Allocation Method for Scientific Workflow Executions in Cloud Environment, IEEE Transactions on Cloud Computing, 4(2): 166 – 179, 2016.

·        J. Ouyang, X. Wen, J. Liu and J. Chen, Robust hashing based on quaternion Zernike moments for image authentication, ACM Transactions on Multimedia Computing Communications and Applications, in press, accepted on 2 Feb 2016. [Big image data]

·        M. Usman, X. He, M. Xu, S.M. Bokhari, K.M. Lam and J. Chen, Frame Interpolation for Cloud-Based Mobile Video Streaming, IEEE Transactions on Multimedia, 18(5): 831839, 2016. [Big video data stream]

·        C. Liu, N. Beaugeard, C. Yang, X. Zhang and J. Chen, HKE-BC: Hierarchical Key Exchange for Secure Scheduling and Auditing of Big Data in Cloud Computing, Concurrency and Computation: Practice and Experience, 28(3): 646-660, 2016.

·        L. Qi, W. Dou and J. Chen, Weighted Principal Component Analysis-based Service Selection Method for Multimedia Services in Cloud Computing, Computing, Springer, 98(1-2): 195-214, 2016.

·        Z. Cui, B. Sun, G. Wang, Y. Xue, J. Chen A Novel Oriented cuckoo search algorithm to Improve DV-Hop Performance for Cyber-Physical Systems, Journal of Parallel and Distributed Computing, in press, accepted on 13 October 2016.

·        W. Wang, P. Xu, L. Yang and J. Chen, Cloud-Assisted Key Distribution in Batch for Secure Real-time Mobile Services, IEEE Transactions on Services Computing, in press, accepted on 8 July 2016.

·        D Puthal, S Nepal, R Ranjan, J Chen, Threats to Networking Cloud and Edge Datacenters in the Internet of Things, IEEE Cloud Computing 3(3), 64-71, IEEE, 2016.

   

·         C. Yang, C. Liu, X. Zhang, S. Nepal, J. Chen, A Time Efficient Approach for Detecting Errors in Big Sensor Data on Cloud, IEEE Transactions on Parallel and Distributed Systems, 26(2): 329-339, 2015.

·         W. Dou, X. Zhang, J. Liu and J. Chen, HireSome-II: Towards Privacy-Aware Cross-Cloud Service Composition for Big Data Applications, IEEE Transactions on Parallel and Distributed Systems, 26(2): 455-466, 2015.

·         J. Ma, H. Ning, R. Huang, H. Liu, L. T. Yang, J. Chen, G. Min, Cybermatics: A Holistic Field for Systematic Study of Cyber-Enabled New Worlds. IEEE Access 3: 2270-2280, 2015.

·        X. Zhang, W. Dou, J. Pei, S. Nepal, C. Yang, C. Liu, J. Chen, Proximity-Aware Local-Recoding Anonymization with MapReduce for Scalable Big Data Privacy Preservation in Cloud, IEEE Transactions on Computers, 64(8): 2293-2307, 2015.

·        M. Menzel, R. Ranjan, L. Wang, S. Khan, J. Chen, CloudGenius: A Hybrid Decision Support Method for Automating the Migration of Web Application Clusters to Public Clouds, IEEE Transactions on Computers, 64(5): 1336-1348, 2015.

·         S. Zhang, W. Dou and J. Chen, A Service Evaluation Method for Cross-Cloud Service Choreography, Concurrency and Computation: Practice and Experience (CCPE), 27(9): 2373-2389, 2015.

·         X. Xu, W. Dou, X. Zhang, J. Chen, EnReal: An Energy-Aware Resource Allocation Method for Scientific Workflow Executions in Cloud Environment, IEEE Transactions on Cloud Computing, in press, 2015.

·         T. Huang, M. Huang, Q. Nguyen, L. Zhao, W. Huang, and J. Chen, A Space-Filling Multidimensional Visualization (SFMDVis) for Exploratory Data Analysis, Information Sciences, Elsevier, in press, 2015.

 

·         J. Cao, J. Fu, M. Li and J. Chen, CPU Load Prediction for Cloud Environment based on a Dynamic Ensemble Model, Software: Practice and Experience, 44(7): 793-804, 2014.

·         X. Zhang, C. Liu, S. Nepal, C. Yang, W. Dou, J. Chen, A Hybrid Approach for Scalable Sub-Tree Anonymization over Big Data using MapReduce on Cloud, Journal of Computer and System Sciences (JCSS), 80(5): 1008-1020, 2014

·         C. Liu, J. Chen, T. Yang, X. Zhang, C. Yang, R. Ranjan, K. Ramamohanarao, Authorized Public Auditing of Dynamic Big Data Storage on Cloud with Efficient Verifiable Fine-grained Updates, IEEE Transactions on Parallel and Distributed Systems, 25(9): 2234 - 2244, Sept. 2014.

·         C. Yang, X. Zhang, C. Zhong, C. Liu, J. Pei, R. Kotagiri and J. Chen, A Spatiotemporal Compression based Approach for Efficient Big Data Processing on Cloud, Journal of Computer and System Sciences (JCSS), 80(8):1563-1583, 2014.

·         C. Liu, R. Ranjan, C. Yang, X. Zhang, l. Wang, and J. Chen, MuR-DPA: Top-down Levelled Multi-replica Merkle Hash Tree Based Secure Public Auditing for Dynamic Big Data Storage on Cloud, IEEE Transactions on Computers, in press, 2014.

·         Laurence  T. Yang, L. Kuang, J. Chen, F. Hao and C. Luo, A Holistic Approach to Distributed Dimensionality Reduction of Big Data, IEEE Transactions on Cloud Computing, in press, 2014.

·        F. Hao, G. Min, J. Chen, F. Wang, M. Lin, C. Luo, Laurence T. Yang, An Optimized Computational Model for Task-Oriented Multi-Community-Cloud Social Collaboration, IEEE Transactions on Services Computing, 7(3): 346-358, 2014.

·        X. Zhang, T. Yang, C. Liu and J. Chen, A Scalable Two-Phase Top-Down Specialization Approach for Data Anonymization using MapReduce on Cloud, IEEE Transactions on Parallel and Distributed Systems, 25(2): 363-373, 2014.

·        X. Liu, Y. Yang, D. Yuan and J. Chen, Do We Need to Handle Every Temporal Violation in Scientific Workflow Systems? ACM Transactions on Software Engineering and Methodology (TOSEM), 23(1): Article 5, 2014.

·        C. Liu, C. Yang, X. Zhang, J. Chen, External Integrity Verification for Outsourced Big Data in Cloud and IoT: A Big Picture, Future Generation Computer Systems, 49: 58-67, 2015.

·        C. Liu, N. Beaugeard, C. Yang, X. Zhang and J. Chen, HKE-BC: Hierarchical Key Exchange for Secure Scheduling and Auditing of Big Data in Cloud Computing, Concurrency and Computation: Practice and Experience, in press, 2014.

 

·    X. Zhang, C. Liu, S. Nepal, C. Yang, W. Dou and J. Chen, SaC-FRAPP: A Scalable and Cost-effective Framework for Privacy Preservation over Big Data on Cloud, Concurrency and Computation: Practice and Experience (CCPE), 25(18): 2561–2576, 2013.

·    D. Yuan, Y. Yang, X. Liu, W. Li, L. Cui, M. Xu and J. Chen, A Highly Practical Approach towards Achieving Minimum Datasets Storage Cost in the Cloud. IEEE Transactions on Parallel and Distributed Systems, 24(6): 1234-1244, 2013.

·    X. Zhang, C. Liu, S. Nepal, S. Pandey and J. Chen, A Privacy Leakage Upper-bound Constraint based Approach for Cost-effective Privacy Preserving of Intermediate Datasets in Cloud, IEEE Transactions on Parallel and Distributed Systems, 24(6): 1192-1202, 2013.

·    X. Zhang, C. Liu, S. Nepal and J. Chen, An Efficient Quasi-identifier Index based Approach for Privacy Preservation over Incremental Data Sets on Cloud, Journal of Computer and System Sciences (JCSS), 79(5): 542-555, 2013.

·    W. Lin, W. Dou, Z. Xu and J. Chen, A QoS-Aware Service Discovery Method for Elastic Cloud Computing in an Unstructured P2P Network, Concurrency and Computation: Practice and Experience, 25(13): 1843–1860, 2013.

·    W. Dou, Q. Chen and J. Chen, A Confidence-Based Filtering Method for DDoS Attack Defense in Cloud Environment, Future Generation Computer Systems, Elsevier, 29(7): 1838–1850, 2013.

·    C. Liu, X. Zhang, C. Yang and J. Chen, CCBKE - Session Key Negotiation for Fast and Secure Scheduling of Scientific Applications in Cloud Computing, Future Generation Computer Systems, 29(5): 1300-1308, 2013.

·    Y. Wen, Z. Chen, J. Liu and J. Chen, Mining batch processing workflow models from event logs, Concurrency and Computation: Practice and Experience, 25(13): 1928–1942, 2013.

·    K. Deng, K. Ren, J. Song, D. Yuan, Y. Xiang and J. Chen, A Clustering based Coscheduling Strategy for Efficient Scientific Workflow Execution in Cloud Computing, Concurrency and Computation: Practice and Experience, 25(18): 2523-2539, 2013.

 

·    G. Zhang, Y. Yang and J. Chen, A Historical Probability based Noise Generation Strategy for Privacy Protection in Cloud Computing. Journal of Computer and System Sciences, Elsevier, 78(5): 1374-1381, 2012.

·    D. Yuan, Y. Yang, X. Liu and J. Chen, On‑demand Minimum Cost Benchmarking for Intermediate Datasets Storage in Scientific Cloud Workflow Systems. Journal of Parallel and Distributed Computing, 71(2):316-332, 2011.

·    L. Qi, W. Dou, X. Zhang and J. Chen, A QoS-Aware Composition Method Supporting Cross-Platform Service Invocation in Cloud Environment, Journal of Computer and System Sciences, Elsevier, 78(5): 1316-1329, 2012.

·    D. Yuan, Y. Yang, X. Liu, G. Zhang and J. Chen, A Data Dependency Based Strategy for Intermediate Data Storage in Scientific Cloud Workflow Systems. Concurrency and Computation: Practice and Experience, Wiley, 24(9): 956-976, 2012.

·    L. Jiang, L. Ding, J. Liu and J. Chen, Reputation Rating Modeling for Open Environment Lack of Communication by Using Online Social Cognition, Journal of Network and Computer Applications, 35(3): 881-891, 2012.

·    G. Zhang, Y. Yang, D. Yuan and J. Chen, A Trust-based Noise Injection Strategy for Privacy Protection in Cloud Computing. Software: Practice and Experience, Wiley, 42(4): 431-445, 2012.

·    W. Dou, C. Lv, X. Zhang and J. Chen, A Collaborative QoS-Aware Service Evaluation Method among Multi-Users for a Shared Service, International Journal of Web Services Research (JWSR), 9(1): 30-50, 2012.

 

·    J. Chen and Y. Yang, Temporal Dependency based Checkpoint Selection for Dynamic Verification of Temporal Constraints in Scientific Workflow Systems. ACM Transactions on Software Engineering and Methodology, 20(3): Article 9, Aug. 2011.

·    X. Liu, Y. Yang, Y. Jiang and J. Chen, Preventing Temporal Violations in Scientific Workflows: Where and How. IEEE Transactions on Software Engineering, 37(6):805-825, Nov./Dec. 2011.

·    J. Chen and Y. Yang, Localising Temporal Constraints in Scientific Workflows. Journal of Computer and System Sciences, Elsevier, 6(6):464-474, Sept. 2010.

·    D. Yuan, Y. Yang, X. Liu and J. Chen, A Data Placement Strategy in Cloud Scientific Workflows. Future Generation Computer Systems, Elsevier, 26(6):1200-1214, Oct. 2010.

·    K. Ren, N. Xiao and J. Chen, Building Quick Service Query List using Wordnet and Multiple Heterogeneous Ontologies towards More Realistic Service Composition. IEEE Transactions on Services Computing, 4(3): 216-229, July-Sept. 2011.

·    P. Vrieze, L. Xu, Athman Bouguettaya, Jian Yang and Jinjun Chen, Building Enterprise Mashups, Future Generation Computer Systems, 27(5): 637-642, 2011.

·    X. Song, W. Dou and J. Chen, A Workflow Framework for Intelligent Service Composition, Future Generation Computer Systems 27(5): 627-636, 2011.

·    L. Qi, W. Lin, W. Dou, J. Jiang and J. Chen, A QoS-aware Exception Handling Method in Scientific Workflow Execution, Concurrency and Computation: Practice and Experience, 23(16):1951-1968, 2011.

·    X. Liu, Z. Ni, J. Chen and Y. Yang, A Probabilistic Strategy for Temporal Constraint Management in Scientific Workflow Systems. Concurrency and Computation: Practice and Experience, Wiley, 23(16):1893-1919, 2011.

·    W. Dou, L. Qi, X. Zhang, and J. Chen, An Evaluation Method of Outsourcing Services for Developing an Elastic Cloud Platform. The Journal of Supercomputing, 63(1):1-23, 2013.

·    K. Liu, H. Jin, J. Chen, X. Liu, D. Yuan and Y. Yang, A Compromised-Time-Cost Scheduling Algorithm in SwinDeW-C for Instance-Intensive Cost-Constrained Workflows on Cloud Computing Platform. The International Journal of High Performance Computing Applications, ISSN: 1094-3420, Sage, 24(4):445-456, Nov. 2010.

·    X. Liu, Z. Ni, D. Yuan, Y. Jiang, Z. Wu, J. Chen and Y. Yang, A Novel Statistical Time-Series Pattern based Interval Forecasting Strategy for Activity Durations in Workflow Systems. Journal of Systems and Software, Elsevier, 84(3): 354-376, 2011.

·    X. Liu, Z. Ni, Z. Wu, D. Yuan, J. Chen and Y. Yang, A Novel General Framework for Automatic and Cost-Effective Handling of Recoverable Temporal Violations in Scientific Workflow Systems. Journal of Systems and Software, Elsevier, 84(3): 492-509, 2011.

 

·    M. Wang, R. Kotagiri and J. Chen, Trust-based Robust Scheduling and Runtime Adaptation of Scientific Workflow, Concurrency and Computation: Practice and Experience, ISSN: 1532-0626, Wiley, 21(16):1982-1998, 2009.

·    K. Ren and J. Chen, Optimizing Execution Path of Scientific Workflow by Gradual Removal of QoS Constraint Violations in Reverse Order, Concurrency and Computation: Practice and Experience, ISSN: 1532-0626, Wiley, 21(16): 2033-2051, 2009.

·    K. Ren, J. Chen, N. Xiao and J. Song, Building Quick Service Query List (QSQL) to Support Automated Service Discovery for Scientific Workflow, Concurrency and Computation: Practice and Experience, 21(16): 2099-2117, 2009.

·    J. Chen and Y. Yang, Activity Completion Duration based Checkpoint Selection for Dynamic Verification of Temporal Constraints in Grid Workflow Systems. International Journal of High Performance Computing Applications, ISSN: 1094-3420, Sage, 22(3):319-329, 2008.

·    J. Cao, J. Chen, H. Zhao, M. Li, A Policy based Authorization Model for Workflow-enabled Dynamic Process Management. Journal of Network and Computer Applications, ISSN: 1084-8045, Elsevier, 32(2): 412-422, 2009.

·     W. Dou, J. Chen, S. Fan, and S.C. Chueng. A Context- and Role-driven Scientific Workflow Development Pattern. Concurrency and Computation: Practice and Experience, ISSN: 1532-0626, Wiley, 20(15):1741-1757, 2008.

·     K. Liu, J. Chen, Y. Yang and H. Jin. A Throughput Maximisation Strategy for Scheduling Transaction Intensive Workflows on SwinDeW-G. Concurrency and Computation: Practice and Experience, ISSN: 1532-0626, Wiley,  20(15):1807-1820, 2008.

·    X. Liu, W. Dou, J. Chen, S. Fan, S. C.  Cheung, and S. Cai, On Design, Verification, and Dynamic Modification of the Problem-Based Scientific Workflow Model. Simulation Modeling Practice and Theory, Elsevier, 15(9), 1068-1088, 2007.

·    J. Chen and Y. Yang, Adaptive Selection of Necessary and Sufficient Checkpoints for Dynamic Verification of Temporal Constraints in Grid Workflow Systems. ACM Transactions on Autonomous and Adaptive Systems (TAAS), 2(2): Article 6, 2007.

·    J. Chen and Y. Yang. A Taxonomy of Grid Workflow Verification and Validation. Concurrency and Computation: Practice and Experience, ISSN: 1532-0626, 20(4), 347-360, 2008.

·    J. Liu, C. Zhou and J. Chen. WdCM: A Workday Calendar Model for Workflows in Service Grid Environments. Concurrency and Computation: Practice and Experience, ISSN: 1532-0626, Wiley, 2008, 20(4), 377-392.

·    J. Chen and Y. Yang, Multiple States based Temporal Consistency for Dynamic Verification of Fixed-time Constraints in Grid Workflow Systems. Concurrency and Computation: Practice and Experience, ISSN: 1532-0626, Wiley, 2007, 19(7), 965-982.

·    W. Dou, J. Chen, J. Liu, S.C. Cheung, G. Chen, A Workflow Engine-Driven SOA-Based Cooperative Computing Paradigm in Grid Environments, International Journal of High Performance Computing Applications, ISSN: 1094-3420, Sage, 22(3):284-300, 2008.

 

Conferences/Workshops

·         D Puthal, S Nepal, R Ranjan, J Chen, A Synchronized Shared Key Generation Method for Maintaining End-to-End Security of Big Data Streams, The 50th Hawaii International Conference on System Sciences (HICSS-50): January 4-7, 2017, Hawaii, USA.

·         D. Puthal, S. Nepal, R. Ranjan and J. Chen, A Dynamic Key Length based Approach for Real-Time Security Verification of Big Sensing Data Stream, Proc. of 16th IEEE International Conference on Web Information Systems Engineering  (WISE15), LNCS Volume 9419,  pp. 93-108, Miami, November 2015.

·         C. Chen, J. Liu, Y. Wen, J. Chen and D. Zhou, A Hybrid Genetic Algorithm for Privacy and Cost Aware Scheduling of Data Intensive Workflow in Cloud, Proc. of 15th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2015), pp. 578-591, Zhangjiajie, China, November 2015.

·         D. Puthal, S. Nepal, R. Ranjan and J. Chen, DPBSV- An Efficient and Secure Scheme for Big Sensing Data Stream, Proc. of 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom-15), pp. 246-253, , Finland, August 2015.

·         D. Puthal, S. Nepal, C. Paris, R. Ranjan and J. Chen, Efficient Algorithms for Social Network Coverage and Reach, IEEE BigData Congress 2015, pp. 467-474, 2015.

·         C. Liu, L. Zhu and J. Chen, Efficient Searchable Symmetric Encryption for Storing Multiple Source Data on Cloud, Proc. of 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom-15), pp. 451-458, Finland, August 2015.

·    X. Zhang, C. Liu, S. Nepal, C. Yang, W. Dou and J. Chen, A Hybrid Approach for Sub-Tree Anonymization over Big Data using MapReduce on Cloud, Proc. of 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom-13), Melbourne, Australia, July 2013. Accepted on 22 April 2013.

·    C. Liu, X. Zhang, C. Liu, Y. Yang, R. Ranjan and J. Chen, An Iterative Hierarchical Key Exchange Scheme for Secure Scheduling of Big Data Applications in Cloud Computing, Proc. of 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom-13), Melbourne, Australia, July 2013. Accepted on 22 April 2013.

·    S. Zhang, W. Dou and J. Chen, Selecting Top-k Composite Web Services using Preference-aware Dominance Relationship, IEEE 20th International Conference on Web Services (ICWS2013), June 27-July 2, 2013, Santa Clara Marriott, CA, USA.

·    G. Zhang, Y. Yang and J. Chen, A Privacy-Leakage-Tolerance based Noise Enhancing Strategy for Privacy Protection in Cloud Computing, Proc. of 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom-13), Melbourne, Australia, July 2013. Accepted on 22 April 2013.

·    X. Zhang, C. Liu, S. Nepal, W. Dou and J. Chen, Privacy-preserving Layer over MapReduce on Cloud, The 2nd International Conference on Cloud and Green Computing (CGC 2012), pp.304-310, Xiangtan, China, 2012.

·    G. Zhang, Y. Yang, X. Zhang, C. Liu and J. Chen, Key Research Issues for Privacy Protection and Preservation in Cloud Computing, The 2nd International Conference on Cloud and Green Computing (CGC 2012): pp.47-54, Xiangtan, China, Nov. 2012.

·    G. Zhang, Y. Yang, X. Zhang, C. Liu and J. Chen, An Association Probability based Noise Generation Strategy for Privacy Protection in Cloud Computing. Proc. 10th International Conference on Service Oriented Computing (ICSoC2012), pp.639-647, Shanghai, China, Nov. 2012.

·    W. Li, Y. Yang, J. Chen and D. Yuan, A Cost-Effective Mechanism for Cloud Data Reliability Management based on Proactive Replica Checking. Proc. of 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid2012), pp. 564-571, Ottawa, Canada, May 2012.

·    G. Zhang, Y. Yang, X. Liu and J. Chen, A Time-series Pattern based Noise Generation Strategy for Privacy Protection in Cloud Computing. Proc. of 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid2012), pp. 458-465, Ottawa, Canada, May 2012.

·    X. Liu, Y. Yang, D. Cao, D. Yuan and J. Chen, Managing Large Numbers of Business Processes with Cloud Workflow Systems. Proc. of 10th Australasian Symposium on Parallel and Distributed Computing (AusPDC 2012), pp. 33-42, Melbourne, Australia, Jan-Feb, 2012.

·    C. Liu, C. Yang, X. Zhang and J. Chen, An Authenticated Key Exchange Scheme for Efficient Security-Aware Scheduling of Scientific Applications in Cloud Computing, Proc. of 2011 International Conference on Cloud and Green Computing (CGC2011), pp. 372-379, December 2011, Sydney, Australia.

·    X. Zhang, C. Liu, W. Dou and J. Chen, An Upper-bound Control Approach for Cost-effective Privacy Protection of Intermediate Dataset Storage in Cloud, Proc. of 2011 International Conference on Cloud and Green Computing (CGC2011), pp. 518-525, December 2011, Sydney, Australia.

·    K. Deng, K. Ren, J. Song, D. Yuan and J. Chen, Graph-Cut Based Coscheduling Strategy towards Efficient Execution of Scientific Workflows in Collaborative Cloud Environments, Proc. of The 12th IEEE/ACM International Conference on Grid Computing (GRID2011), pp. 34-41, Lyon, France, September 2011.

·    W. Dou, C. Lv, W. Lin, X. Zhang and J. Chen, A QoS-Aware Service Evaluation Method for Co-Selecting a Shared Service, Proc. of The 9th International Conference on Web Services (ICWS2011), pp. 145–152, Washington DC, USA, July 2011.

·    W. Lin, W. Dou, X. Luo and J. Chen, A History Record-based Service Optimization Method for QoS-Aware Service Composition, Proc. of The 9th International Conference on Web Services (ICWS2011), pp. 666–673, Washington DC, USA, July 2011.

·    D. Yuan, Y. Yang, X. Liu and J. Chen, A Local-Optimisation based Strategy for Cost-Effective Datasets Storage of Scientific Applications in the Cloud, Proc. of 4th IEEE International Conference on Cloud Computing (Cloud2011), pp. 179-186, Washington DC, USA, July 2011.

 

·    X. Liu, Z. Ni, Z. Wu, D. Yuan, J. Chen and Y. Yang, An Effective Framework of Light-Weight Handling for Three-Level Fine-Grained Recoverable Temporal Violations in Scientific Workflows. Proc. of 16th International Conference on Parallel and Distributed Systems (ICPADS2010), pp. 43-50, Shanghai, China, Dec 2010.

·    R. Yang, L. Qi, W. Lin, X. Zhang, W. Dou, J. Chen, A QoS-Aware Web Service Selection Method Based on Credibility Evaluation, Symposium on Advanced on High Performance Computing and Networking (AHPCN-10), pp. 471-476, Melbourne, Australia, September 2010.

·    L. Qi, Y. Tang, W. Dou, J. Chen, Combining Local Optimization and Enumeration for QoS-aware Web Service Composition. Proc. Of IEEE 8th International Conference on Web Services (ICWS2010), pp. 34-41, Miami, Florida, USA, July 2010.

·    X. Liu, J. Chen, Z. Wu, Z. Ni, D. Yuan, Y. Yang, Handling Recoverable Temporal Violations in Scientific Workflow Systems: A Workflow Rescheduling Based Strategy. Proc. of 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid2010), pp. 534-537, Melbourne, Australia, May 2010.

·    D. Yuan, Y. Yang, X. Liu and J. Chen, A Cost-Effective Strategy for Intermediate Data Storage in Scientific Cloud Workflow Systems. Proc. of 24th IEEE International Parallel & Distributed Processing Symposium (IPDPS10), pp. 1-12, Atlanta, USA, April 2010.

·    X. Liu, Y. Yang, J. Chen, Q. Wang and M. Li, Achieving On-Time Delivery: A Two-Stage Probabilistic Scheduling Strategy for Software Projects, Proc. Of 2009 International Conference on Software Process (ICSP2009), pp. 317-329, Vancouver, Canada, May 2009.

·    M. Wang, R. Kotagiri and J. Chen, Reasoning Intra-Dependency in Commitments for Robust Scheduling, Proc. of The Eighth International Conference on Autonomous Agents and Multiagent Systems (AAMAS09), pp. 953-960, Budapest, Hungary, May 2009.

·    K. Liu, J. Chen, H. Jin and Y. Yang, A Min-Min Average Algorithm for Scheduling Transaction-Intensive Grid Workflows, Proc. of 7th Australasian Symposium on Grid Computing and e-Research (AusGrid2009), pp. 41-48, Wellington, New Zealand, Jan. 2009.

·    K. Ren, N. Xiao, J. Song, C. Yang, M. Zhu and J. Chen, Gradual Removal of QoS Constraint Violations by Employing Recursive Bargaining Strategy for Optimizing Service Composition Execution Path, Proceedings of IEEE 7th International Conference on Web Services (ICWS2009), pp. 485-492, Los Angeles, CA, USA, July 2009.

·    P. Vrieze, L. Xu, A. Bouguettaya, Jian Yang and Jinjun Chen, Process-oriented Enterprise Mashups, Proceedings of 4th International Workshop on Workflow Management (ICWM2009), pp, 64-71, Geneva, May 2009.

·    J. Liu, Z. Zhu, Y. Wen and J. Chen,  Implementation of a Visual Modeling Tool for Defining Instance Aspect in Workflow. Proceedings of the 1st International Workshop on Workflow Management in Service and Cloud Computing (WMSC2009), in conjunction with the 2009 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA09), pp. 647-652, Chengdu, China, August 2009.

 

·    X. Liu, J. Chen and Y. Yang, Forecasting Duration Intervals of Scientific Workflow Activities based on Time-Series Patterns, Proc. of 4th IEEE International Conference on e-Science (e-Science08), pp. 23-30, Indianapolis, Indiana, USA, Dec. 2008.

·    Y. Yang, K. Liu, J. Chen, X. Liu, D. Yuan and H. Jin, An Algorithm in SwinDeW-C for Scheduling Transaction-Intensive Cost-Constrained Cloud Workflows, Proc. of 4th IEEE International Conference on e-Science (e-Science08), pp. 374-375, Indianapolis, USA, Dec. 2008.

·    M. Wang, R. Kotagiri and J. Chen. Robust Scheduling and Runtime Adaptation of Multi-agent Plan Execution, Proc. of The 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’08), Sydney, Australia, Dec. 2008.

·    K. Ren, J. Chen, N. Xiao, J. Song and J. Li. Building Quick Service Query List using Wordnet for Automated Service Composition, Proc. of 3rd IEEE Asia-Pacific Service Computing Conference (APSCC2008), Yilan, Taiwan, Dec. 2008.

·    K. Ren, J. Chen, N. Xiao and J. Song. A Reverse Order-based QoS Constraint Correction Approach for Optimizing Execution Path for Service Composition, Proc. of 16th International Conference on Cooperative Information Systems (CoopIS 2008), Monterrey, Mexico, Nov. 2008.

·    C. Lv, W. Dou and J. Chen. QoS-Aware Service Selection Using QDG for B2B Collaboration, Proc. of 14th IEEE International Conference on Parallel and Distributed Systems (ICPADS’08), Melbourne, Australia, Dec. 8-10, 2008.

·    S. Zhang, X. Luo, J. Chen, Z. Xu, J. Yu and W. Xu, Measuring Knowledge Delivery Quantity of Associated Knowledge Flow, Proc. of 4th International Conference on Semantics, Knowledge and Grid (SKG2008), IEEE CS Press, pp. 117-124, Beijing, China, Dec. 2008.

·    X. Liu, J. Chen and Y. Yang, A Probabilistic Strategy for Setting Temporal Constraints in Scientific Workflows, Proc. of 6th International Conference on Business Process Management (BPM2008), LNCS 5240, pp. 180-195, Milan, Italy, Sept. 2008.

·    K. Ren, X. Liu, J. Chen, N. Xiao, J. Song and W. Zhang, A QSQL-based Efficient Planning Algorithm for Fully-automated Service Composition in Dynamic Service Environments, Proc. of IEEE International Conference on Services Computing (SCC2008), Honolulu, Hawaii, USA, July 2008. (accepted on Apr. 10, 2008).

·    J. Chen and Y. Yang, Temporal Dependency based Checkpoint Selection for Dynamic Verification of Fixed-time Constraints in Grid Workflow Systems, Proc. of 30th International Conference on Software Engineering (ICSE2008), pp. 141-150, Leipzig, Germany, May 2008.

·    K. Ren, J. Chen, N. Xiao, W. Zhang and J. Song, A QSQL-Based Collaboration Framework to Support Automatic Service Composition and Workflow Execution, Proc. of 3rd International Workshop on Workflow Management and Applications in Grid Environments (WaGe08) in conjunction with GPC2008, pp. 87-92, Kunming, China, May 2008.

·    Y. Yang, K. Liu, J. Chen, J. Lignier and H. Jin, Peer-to-Peer Based Grid Workflow Runtime Environment of SwinDeW-G, Proc. of 3rd International Conference on e-Science and Grid Computing (e-Science2007), pp. 51-58, Bangalore, India, Dec. 2007.

·    K. Ren, J. Song, J. Chen, N. Xiao, C. Liu, A Pre-reasoning based Method for Service Discovery and Service Instance Selection in Service Grid Environments, Proc. of The 2nd IEEE Asia-Pacific Service Computing Conference (APSCC2007), pp. 320-327, Tsukuba Science City, Japan, Dec. 2007.

·    J. Liu, J. Liu, L. Chao and J. Chen, A Knowledge Map based Composite Services Model and its Application in WSG-based Services Discovery, Proc. of The International Conference on Semantics, Knowledge and Grid (SKG2007), IEEE CS Press, pp. 592-593, Xi’an, China, Oct. 2007.

·    K. Ren, J. Chen, T. Chen, J. Song and N. Xiao, Grid-based Semantic Web Service Discovery Model with QoS Constraints, Proc. of The International Conference on Semantics, Knowledge and Grid (SKG2007), IEEE CS Press, pp. 479-482, Xi’an, China, Oct. 2007.

·    Y. Xiang, W. Zhou and J. Chen, Managing Email Overload with an Automatic Nonparametric Clustering Approach, Proc. of IFIP International Conference on Network and Parallel Computing (NPC 2007), LNCS 4672, pp. 81-90, Dalian, China, Sept. 2007.

·    J. Liu, C. Zhou, J. Chen,  H. Liu, Y. Wen, A Job Scheduling Optimization Model based on Time Difference in Service Grid Environments, Proc. of 6th International Conference on Grid and Cooperative Computing (GCC2007), pp. 283-287, Urumchi, China, Aug. 2007.

·    S. Fan, W. Dou and J. Chen, Dual Workflow Nets: Mixed Control/Data-Flow Representation for Workflow Modeling and Verification, Proc. of 1st International Workshop on Process Aware Information Systems (PAIS2007), LNCS 4537, pp. 433-444, HuangShan, China, June 2007.

·    W. Song, W. Dou, J. Chen and S. Fan, Safety Analysis and Performance Evaluation of Time WF-nets, Proc. of 1st International Workshop on Process Aware Information Systems (PAIS2007), LNCS 4537, pp. 420-432, HuangShan, China, June 2007.

·        J. Chen and Y. Yang, Dynamic Setting, Verification and Adjustment of Upper Bound Constraints in Grid Workflow Systems, Proc. of 2nd International Conference on Semantics, Knowledge and Grid (SKG2006), P. 10, Guilin, China, Oct./Nov. 2006.

·        J. Chen and Y. Yang, Key Research Issues in Grid Workflow Verification and Validation, Proc. of 4th Australasian Symposium on Grid Computing and e-Research (AusGrid 2006), ACSW Frontiers 2006, Australian Computer Science Communications, Vol. 28, No. 7, pp. 97-104, Hobart, Australia, Jan. 2006.

·        J. Chen and Y. Yang, A Minimum Proportional Time Redundancy based Checkpoint Selection Strategy for Dynamic Verification of Fixed-time Constraints in Grid Workflow Systems, Proc. of 12th Asia Pacific Software Engineering Conf. (APSEC2005), pp. 299-306, Taiwan, Dec. 2005.

·        J. Chen and Y. Yang, Flexible Temporal Consistency for Fixed-time Constraint Verification in Grid Workflow Systems. Proc. of 4th International Conference on Grid and Cooperative Computing (GCC2005), Lecture Notes in Computer Science, Vol. 3795, pp. 300-311, Springer-Verlag, Nov./Dec. 2005.

·        J. Chen and Y. Yang, An Activity Completion Duration based Checkpoint Selection Strategy for Dynamic Verification of Fixed-time Constraints in Grid Workflow Systems. Proc. of 2nd International Conference on Grid Service Engineering and Management (GSEM2005), Lecture Notes in Informatics, P-69, pp. 296-310, Sept. 2005.

·        J. Chen, Y. Yang and T.Y. Chen, Dynamic Verification of Temporal Constraints on-the-fly for Workflow Systems. Proc. of 11th Asia Pacific Software Engineering Conference (APSEC04). pp. 30-37, Busan, Korea, Nov./Dec. 2004.       

 


In Press and News

·         Big Data Forum, The 3rd World Internet Conference (WIC), 16-18 Nov, 2016, Wuzhen, China.

·         Media Interview: Big Data Shaping the Future of Retail, UTS Research Engage – Data Science, August 2015

·    Computing the cost of clouds. Education, The Age (by Geoff Maslen), 2 August 2011.

·    Research brings cloud computing costs back to earth, Swinburne Magazine (by Mandy Thoo), July 2011.

·    Here's the weather forecast: faster. IT Today, The Australian (by Jennifer Foreshew), Tuesday, 30 March 2010.

·    Continuous system check could release data-processing ‘brake’. Swinburne Magazine (by David Adams), March 2010.

 


Presentations (Seminars/Tutorials/Talks/Medias)

 

·        More than 30 invited conference keynote speeches in past few years

·        More than 20 invited seminar talks (University of Melbourne, University of Sydney, Tsinghua University and etc.)

·        Topics: Big Data with Cloud; Data Security and Privacy; Scalable Analytics; Big Data/Data Intensive Workflow Management; and etc

 


Professional Activities

 

Editorials

·        Associate Editor for ACM Computing Surveys (CORE A*, 2015~)

·        Associate Editor for IEEE Transactions on Big Data (2015~)

·        Associate Editor for IEEE Transactions on Knowledge and Data Engineering (CORE A, 2015~)

·        Associate Editor for IEEE Transactions on Cloud Computing (2014~)

·        Associate Editor for IEEE Transactions on Parallel and Distributed Systems (CORE A*, 2012~2015)

·        Associate Editor for IEEE Transactions on Computers (CORE A*, 2012~2015)

·        Associate Editor for Journal of Computer and System Sciences (CORE A*, 2013~)

·        Editorial Board (Associate Editor) for Journal of Network and Computer Applications (CORE A, 2012~2017)

·    Guest Editor of more than 18 special issues in high quality journals such as IEEE Transactions on Big Data, IEEE Transactions on Emerging Topics in Computing, IEEE Transactions on Cloud Computing, topics on Cloud, Big Data, Data Security and Privacy, Workflow Management, and the other topics.

 

Conference Organisation

·        [Too many to list here...]

·        Founder & Steering Committee Chair – IEEE International Conference on Data Science and Systems

·        Founder & Steering Committee Chair – IEEE International Conference on Big Data and Cloud Computing

·        Founder & Steering Committee Chair – IEEE International Conference on Big Data Science and Engineering

·        Various Chairs of many international domain quality conferences and workshops

·        PC members of many international domain quality conferences/workshops

 

 

Teaching Experience

 

·        Design of new subject: Information Systems Architecture Design (using emerging technologies such as Big Data, Data Science and Cloud)

·        Re-design of subject: Business Systems Design (to include Big Data, Data Science and Cloud for Business Effectiveness)

·        Web Programming

·        Advanced Web Development

·         Data Communications & Security

·         Advanced Web Technologies (AWT)

·         Information System and Programming

·         Enterprise Systems

·         Database, Analysis and Design

·         E-Commerce - A Business Perspective

·         Data Structure and Algorithm Analysis

·         Software Engineering

·         Programming Languages

 

"Successful people are not gifted; they just work hard, then succeed on purpose." -- G. K. Nielson

 

"If we knew what it was we were doing, it would not be called research, would it?" -- Albert Einstein.

 

"It doesn’t matter where you’re coming from; all that matters is where you’re going" -- Brian Tracy.