Dr. Dapeng Dong holds a PhD from National University of Ireland, Cork, where he also completed his MSc in Software and Systems for Mobile Networks and MA in Teaching and Learning in Higher Education. Currently, Dr. Dong serves as an Assistant Professor at Xi'an Jiaotong-Liverpool University, where he is a part of the Department of Communications & Networking. Prior to his current position, Dr. Dong was an Assistant Professor at National University of Ireland, Maynooth. Dr. Dong has worked at Boole Centre for Research in Informatics conducting research on self-organizing and self-managing clouds. As a work-package leader, he led the project implementation team and contributed to the development of next-generation cloud architectures. He has also worked at State Street Advanced Technology Centre as a senior postdoctoral researcher, focusing on integrating cloud computing, big data analytics systems, and FinTech technologies. He was later affiliated with the Science Foundation Ireland CONNECT Centre, where he conducted research on resource optimization and task scheduling frameworks for Edge Computing.
Qualifications
PhD in Computer Science, National University of Ireland, Cork (UCC), 2015
MSc in Software and Systems for Mobile Networks, National University of Ireland, Cork (UCC), 2011
MA in Teaching and Learning in Higher Education, National University of Ireland, Cork (UCC), 2021
PGDip in Teaching and Learning in Higher Education, National University of Ireland, Cork (UCC), 2019
PGCert in Teaching and Learning in Higher Education, National University of Ireland, Cork (UCC), 2018
BSc (Hons) in Computer Service Management, Munster Technological University (MTU - ITT) Ireland, 2010
BSc in Computing in Information Technology Support, Munster Technological University (MTU - ITT) Ireland, 2009
Experience
Assistant Professor, Department of Communications & Networking - XJTLU - 2022 to Present
Assistant Professor, Department of Computer Science - Maynooth University - 2019 to 2022
Senior Postdoctoral Researcher, Boole Centre for Research in Informatics - UCC - 2016-2018
Research Assistant, Boole Centre for Research in Informatics - UCC - 2015 to 2016
Lecturer (part-time), Griffith College, Ireland 2013 to 2017
Research interests
Efficient big data analytics systems
Self-organising and self-managing clouds
Multi-agent modelling and simulation
Articles
Dong, D. (2023). Agent-based cloud simulation model for resource management. Journal of Cloud Computing, 12(1), 156.
Dong, Dapeng (2023). An Agent-based Simulation Modeling for Studying Resource Management in the Clouds. TechRxiv. Preprint. https://doi.org/10.36227/techrxiv.21805029.v1
Dong, D., Xiong, H., Castañé, G.G., Stack, P. and Morrison, J.P., 2017. A Decentralized Cloud Management Architecture Based on Application Autonomous Systems. In Communications and Computer and Information Science, on Cloud Computing and Services Science, pp. 102-114, Springer, Cham.
Dong, D., Xiong, H., Castañé, G.G., Stack, P. and Morrison, J.P., 2017. Heterogeneous Resource Management and Orchestration in Cloud Environments. In Communications and Computer and Information Science, on Cloud Computing and Services Science, pp. 61-80, Springer, Cham.
Dapeng Dong, Robert Butler & John Herbert (2022) Evaluation of the effectiveness of developing real-world software projects as a motivational device for bridging theory and practice, Journal of Further and Higher Education, DOI: 10.1080/0309877X.2022.2070727
Dong, D., and Herbert, J., 2018. Content-aware Partial Compression for Textual Big Data Analysis in Hadoop. IEEE Transactions on Big Data, 4(4), pp.459-472.
Dong, D., & Li, Z. (2021). Smartphone sensing of road surface condition and defect detection. Sensors, 21(16), 5433.
Castañé, G.G., Xiong, H., Dong, D. and Morrison, J.P., 2018. An ontology for heterogeneous resources management interoperability and HPC in the cloud. Future Generation Computer Systems, 88, pp.373-384.
Dong, D., and Herbert, J, 2013. Efficient Private Cloud Operation using Proactive Management Service, International Journal of Cloud Computing (IJCC), 1(2), pp. 60-71.
Proceedings
Dong, D. and Herbert, J., 2017. Compressed domain-specific data processing and analysis. In 2017 IEEE International Conference on Big Data (Big Data), pp. 325-330, IEEE.
Dong, D., Xiong, H. and Morrison, J.P., 2017. Separation of Concerns in Heterogeneous Cloud Environments. In CLOSER, pp. 747-752.
Dong, D., Stack, P., Xiong, H. and Morrison, J.P., 2017. Managing and Unifying Heterogeneous Resources in Cloud Environments. In CLOSER, pp. 115-122.
Dong, D. and Herbert, J., 2015. Record-aware two-level compression for big textual data analysis acceleration. In 2015 IEEE 7th International Conference on Cloud Computing Technology and Science (CloudCom), pp. 9-16, IEEE.
Dong, D. and Herbert, J., 2014. Content-aware partial compression for big textual data analysis acceleration. In 2014 IEEE 6th International Conference on Cloud Computing Technology and Science (pp. 320-325). IEEE.
Dong, D. and Herbert, J., 2015. Record-aware compression for big textual data analysis acceleration. In 2015 IEEE International Conference on Big Data (Big Data), pp. 1183-1190, IEEE.
Dong, D. and Herbert, J., 2014. FSaaS: File system as a service. In 2014 IEEE 38th Annual Computer Software and Applications Conference, pp. 149-154, IEEE.
Dong, D. and Herbert, J., 2013. A proactive cloud management architecture for private clouds. In 2013 IEEE Sixth International Conference on Cloud Computing, pp. 701-708, IEEE.
Dong, D. and Herbert, J., 2013. Energy efficient vm placement supported by data analytic service. In 2013 13th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, pp. 648-655, IEEE.
Dong, D. and Herbert, J., 2013. Precise VM Placement Algorithm Supported by Data Analytic Service. In CLOSER, pp. 463-468.
Schultz, C., S, Li, Z.L., Wang, C. and Dong, D., 2020. Road Surface Condition Monitoring and Defect Detection with Smartphones. In Conference Proceedings on Civil Engineering Research in Ireland (CERAI2020). (Best student paper in CERI 2020 Geotechnical Stream)
Stack, P., Xiong, H., Mersel, D., Makhloufi, M., Terpend, G. and Dong, D., 2017. Self-Healing in a Decentralised Cloud Management System. In Proceedings of the 1st International Workshop on Next generation of Cloud Architectures, p. 3, ACM.
Xiong, H., Dong, D., Filelis-Papadopoulos, C., Castañé, G.G., Lynn, T., Marinescu, D.C. and Morrison, J.P., 2017. CloudLightning: A self-organized self-managed heterogeneous cloud. In 2017 Federated Conference on Computer Science and Information Systems (FedCSIS), pp. 749-758, IEEE.
Lynn, T., Xiong, H., Dong, D., Momani, B., Gravvanis, G.A., Filelis-Papadopoulos, C.K., Elster, A.C., Khan, M.M.Z.M., Tzovaras, D., Giannoutakis, K.M. and Petcu, D., 2016. CLOUDLIGHTNING: A Framework for a Self-organising and Self-managing Heterogeneous Cloud. In CLOSER (1), pp. 333-338.
Xiong, H., Filelis-Papadopoulos, C., Dong, D., Castañé, G.G. and Morrison, J.P., 2017. Towards a Scalable and Adaptable Resource Allocation Framework in Cloud Environments. In 2017 46th International Conference on Parallel Processing Workshops (ICPPW), pp. 137-144, IEEE.
Filelis-Papadopoulos, C., Xiong, H., Spătaru, A., Castañé, G.G., Dong, D., Gravvanis, G.A. and Morrison, J.P., 2017. A generic framework supporting self-organisation and self-management in hierarchical systems. In 2017 16th International Symposium on Parallel and Distributed Computing (ISPDC), pp. 149-156, IEEE.
Books, monographs, compilations and manuals
Dong, D., Xiong, H., Castañe, G.G. and Morrison, J.P., 2018. Cloud Architectures and Management Approaches. In Heterogeneity, High Performance Computing, Self-Organization and the Cloud, pp. 31-61, Palgrave Macmillan, Cham.
Dong D., Xiong H., Gabriel C. and Morrison J., 2017. Self-organization and Self-management in Heterogeneous Clouds. In European Space Projects: Developments, Implementations and Impacts in a Changing World - Volume 1: EPS Porto 2017, ISBN 978-989-758-311-7, pages 87-108.
Xiong, H., Filelis-Papadopoulos, C., Castañe, G.G., Dong, D. and Morrison, J.P., 2018. Self-Organising, Self-Managing Frameworks and Strategies. In Heterogeneity, High Performance Computing, Self-Organization and the Cloud, pp. 63-88, Palgrave Macmillan, Cham.
Xiong, H., Filelis-Papadopoulos, C., Dong, D., Castañé, G. G., Meyer, S., & Morrison, J. P., 2019. Energy-Efficient Servers and Cloud. In Hardware Accelerators in Data Centers, pp. 163-180, Springer, Cham.
Chapters, cases, readings and supplements
Morrison, J.P., Xiong, H., Dong, D. and Momani B., 2016. Architecture, in Work Package 3: Architecture, Integration and Evaluation, EU Horizon 2020 CloudLightning Project, pp. 1-104, University College Cork.
Morrison, J.P., Filelis-Papadopoulos, C., Xiong, H., Spătaru, A., Dong, D. and Castañé, G.G., 2016. Coalition Formation, in Work Package 4: Self-organisation and self-management, EU Horizon 2020 CloudLightning Project, pp. 1-85, University College Cork.
Grants
2023, TDF XJTLU, PI, 24.958K CYN
2022, RDF, XJTLU, PI, 96.5K CYN
2015, CloudLightning, EU Horizon 2020, Work-package Leader, 4M EUR
