People_

Associate Professor Dong Yuan

B.Eng & M.Eng (SDU), PhD (SUT)

Senior Lecturer
School of Electrical and Computer Engineering

Phone

+61 2 8627 2007

Email

dong.yuan@sydney.edu.au

Address

J12 - Computer Science Building

The University of Sydney

Websites

School of Electrical and Computer Engineering

Current research students

Project title	Research student
Applied Artificial Intelligence for Low-carbon Energy System Planning	Sihai AN
Brain Decoding and AI Generative Models	Tong CHEN
Federated Semi-Supervised Learning	Yongkun DENG
Research and development for trustworthy AI	Linghan HUANG
Renewable energy integration to power grid	Jiafeng LIN
Data analytics for smart grid applications including forecasting and operational research	Tianqi LIU
Statistical Analysis based Object Detection and Visual Tracking from Videos in Real-time System	Zhiyu NING
A blockchain meta-social communicating DAO	Caiyan TANG
Research Proposal - Generative AI for medical image	Yiran WANG
Navigating the Landscape of Open-Source AI Security: From Code Ownership to Trustworthy AI	Jiawen WEN
Development of a Large-Scale Language Model for Accurate Electricity Demand and Price Forecasting	Jack XIE
Research and Application of Blockchain-based Cloud Storage Technology for Financial Big Data	Yu YANG
Anomaly Behaviour Detection on Ethereum Using Graph Neural Network	Zihao YAO
Optimal Voltage Control Based on PV Inverters in Distribution Network	Zongyu YAO
Optimal economic dispatching of power systems and planning of renewable energy	Zhe YUAN
Analysis of Wearable Camera Images	Xiaoyu YUE
Digital Twin of the Wireless System	Chenghao ZHANG
Design and Optimize Distributed Systems to Accelerate Digitalization in Corporate Organization and CSR	Jing ZHANG
Deep Learning Inference Serving System with Resource Constraints	Yuning ZHANG
Distributed SLAM Framework Multi-source Information Fusion Algorithm Optimization and Communication Decision-Making with a Joint Digital Twin Platform	Jianyi ZHOU

Selected publications

Reliability Assurance of Big Data in the Cloud: Cost-Effective Replication-Based Storage

(Elsevier, 2015)

Computation and Storage in the Cloud: Understanding the Trade Offs

(Elsevier, 2013)

The Design of Cloud Workflow Systems

(Springer, 2012)

Publications

By Type

Expand all

Books

Li, W., Yang, Y., Yuan, D. (2015). Reliability Assurance of Big Data in the Cloud: Cost-Effective Replication-Based Storage. Amsterdam: Elsevier.
Yuan, D., Yang, Y., Chen, J. (2013). Computation and Storage in the Cloud: Understanding the Trade Offs. Waltham: Elsevier.
Liu, X., Yuan, D., Zhang, G., Li, W., Cao, D., He, Q., Chen, J., Yang, Y. (2012). The Design of Cloud Workflow Systems. New York: Springer. [More Information]

Book Chapters

Zhang, J., Yuan, D., Cui, L., Zhou, B. (2019). An Efficient Algorithm for Runtime Minimum Cost Data Storage and Regeneration for Business Process Management in Multiple Clouds. In Florian Daniel, Quan Z. Sheng, Hamid Motahari (Eds.), Business process management workshops : BPM 2018 International Workshops, Sydney, NSW, Australia, September 9-14, 2018, Revised papers, (pp. 348-360). Cham: Springer. [More Information]
Li, J., Jin, J., Yuan, D., Palaniswami, M., Moessner, K. (2018). A Data-centered Fog Platform for Smart Living. In Not known (Eds.), From Internet of Things to Smart Cities: Enabling Technologies, (pp. 357-377). TBC. [More Information]
Yuan, D., Yang, Y., Liu, X., Chen, J. (2011). Computation and Storage Trade-Off for Cost-Effectively Storing Scientific Datasets in the Cloud. In Borko Furht, Armando Escalante (Eds.), Handbook of Data Intensive Computing, (pp. 129-153). New York: Springer. [More Information]
Liu, X., Yuan, D., Zhang, G., Chen, J., Yang, Y. (2010). SwinDeW-C: A Peer-to-Peer Based Cloud Workflow System. In Borko Furht and Armanda Escalante (Eds.), Handbook of Cloud Computing, (pp. 309-332). New York: Springer. [More Information]

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Journals

Fu, Y., Han, W., Yuan, D. (2024). Disentangled Orchestration on Cyber Ranges. IEEE Transactions on Dependable and Secure Computing, 21(4), 2344-2360. [More Information]
Cai, F., Yuan, D., Yang, Z., Xu, Y., He, W., Guo, W., Cui, L. (2024). FastPTM: Fast weights loading of pre-trained models for parallel inference service provisioning. Parallel Computing, 122, 103114. [More Information]
Yang, N., Wang, Y., Zhang, Y., Mohy-Ud-Din, G., Yuan, D. (2024). Non-Intrusive Load Monitoring for Energy Management in Smart Grids Incorporating EVs. IEEE Transactions on Consumer Electronics. [More Information]
Huang, Y., Yang, G., Zhou, H., Dai, H., Yuan, D., Yu, S. (2024). VPPFL: A verifiable privacy-preserving federated learning scheme against poisoning attacks. Computers and Security, 136, 103562. [More Information]
Gong, X., Yuan, D., Bao, W. (2023). Discriminative Metric Learning for Partial Label Learning. IEEE Transactions on Neural Networks and Learning Systems, 38(4), 4428-4439. [More Information]
Huang, F., Yang, N., Chen, H., Bao, W., Yuan, D. (2023). Distributed Online Multi-Label Learning with Privacy Protection in Internet of Things. Applied Sciences, 13(4). [More Information]
Ju, W., Yuan, D., Bao, W., Ge, L., Zhou, B. (2023). Dynamic path learning in decision trees using contextual bandits. World Wide Web, 26(1), 271-296. [More Information]
Li, X., Chen, T., Yuan, D., Xu, J., Liu, X. (2022). A Novel Graph-based Computation Offloading Strategy for Workflow Applications in Mobile Edge Computing. IEEE Transactions on Services Computing. [More Information]
Gong, X., Yuan, D., Bao, W., Luo, F. (2022). A Unifying Probabilistic Framework for Partially Labeled Data Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence. [More Information]
Yang, N., Yuan, D., Zhang, Y., Deng, Y., Bao, W. (2022). Asynchronous Semi-Supervised Federated Learning with Provable Convergence in Edge Computing. IEEE Network, 36(5), 136-143. [More Information]
Yang, Z., Bao, W., Yuan, D., Tran, N., Zomaya, A. (2022). Federated Learning With Nesterov Accelerated Gradient. IEEE Transactions on Parallel and Distributed Systems, 33(12), 4863-4873. [More Information]
Gong, X., Yang, J., Yuan, D., Bao, W. (2022). Generalized Large Margin kNN for Partial Label Learning. IEEE Transactions on Multimedia, 24, 1055-1066. [More Information]
Zhao, Y., Yuan, D., Du, J., Chen, J. (2022). Geo-Ellipse-Indistinguishability: Community-Aware Location Privacy Protection for Directional Distribution. IEEE Transactions On Knowledge And Data Engineering. [More Information]
Sani, A., Bertino, E., Yuan, D., Meng, K., Dong, Z. (2022). SPrivAD: A secure and privacy-preserving mutually dependent authentication and data access scheme for smart communities. Computers and Security, 115. [More Information]
Gong, X., Yuan, D., Bao, W. (2022). Top-K Partial Label Machine. IEEE Transactions on Neural Networks and Learning Systems, 33(11), 6775-6788. [More Information]
Li, J., Jin, J., Lyu, L., Yuan, D., Yang, Y., Gao, L., Shen, C. (2021). A fast and scalable authentication scheme in IOT for smart living. Future Generation Computer Systems, 117, 125-137. [More Information]
Sani, A., Yuan, D., Bao, W., Dong, Z. (2021). A Universally Composable Key Exchange Protocol for Advanced Metering Infrastructure in the Energy Internet. IEEE Transactions on Industrial Informatics, 17(1), 534-546. [More Information]
Ju, W., Yuan, D., Bao, W., Ge, L., Zhou, B. (2021). EDeepSave: Saving DNN inference using early exit during handovers in mobile edge environment. ACM Transactions on Sensor Networks, 17(3), 3447267-1-3447267-28. [More Information]
Wang, Z., Bao, W., Yuan, D., Ge, L., Tran, N., Zomaya, A. (2020). Accelerating on-device DNN inference during service outage through scheduling early exit. Computer Communications, 162, 69-82. [More Information]
Khalajzadeh, H., Yuan, D., Zhou, B., Grundy, J., Yang, Y. (2020). Cost effective dynamic data placement for efficient access of social networks. Journal of Parallel and Distributed Computing, 141, 82-98. [More Information]
Han, X., Sun, L., Tao, Y., Zhao, J., Wang, G., Yuan, D. (2020). Distributed Energy-Sharing Strategy for Peer-to-Peer Microgrid System. Journal of Energy Engineering, 146(4), 4020033. [More Information]
Han, X., Qiu, J., Sun, L., Shen, W., Ma, Y., Yuan, D. (2020). Low-carbon energy policy analysis based on power energy system modeling. Energy Conversion and Economics, 1, 34-44. [More Information]
Bao, W., Yuan, D., Zhou, B., Zomaya, A. (2020). Prune and Plant: Efficient Placement and Parallelism of Virtual Network Functions. IEEE Transactions on Computers, 69(6), 800-811. [More Information]
Wang, Y., Ijaz, K., Yuan, D., Calvo, R. (2020). VR-Rides: An object-oriented application framework for immersive virtual reality exergames. Software: Practice and Experience, 50(7), 1305-1324. [More Information]
Xie, Y., Zhu, Y., Wang, Y., Cheng, Y., Xu, R., Sani, A., Yuan, D., Yang, Y. (2019). A novel directional and non-local-convergent particle swarm optimization based workflow scheduling in cloud-edge environment. Future Generation Computer Systems, 97, 361-378. [More Information]
Sani, A., Yuan, D., Jin, J., Gao, L., Yu, S., Dong, Z. (2019). Cyber security framework for Internet of Things-based Energy Internet. Future Generation Computer Systems, 93, 849-859. [More Information]
Sani, A., Yuan, D., Bao, W., Dong, Z., Vucetic, B., Bertino, E. (2019). Universally Composable Key Bootstrapping and Secure Communication Protocols for the Energy Internet. IEEE Transactions on Information Forensics and Security, 14(8), 2113-2127. [More Information]
Cui, L., Zhang, J., Yue, L., Shi, Y., Li, H., Yuan, D. (2018). A Genetic Algorithm Based Data Replica Placement Strategy for Scientific Applications in Clouds. IEEE Transactions on Services Computing, 11(4), 727-739. [More Information]
Yuan, D., Cui, L., Li, W., Liu, X., Yang, Y. (2018). An Algorithm for Finding the Minimum Cost of Storing and Regenerating Datasets in Multiple Clouds. IEEE Transactions on Cloud Computing, 6(2), 519-531. [More Information]
Zhang, B., Wang, C., Zhou, B., Yuan, D., Zomaya, A. (2018). DCDedupe: Selective Deduplication and Delta Compression with Effective Routing for Distributed Storage. Journal of Grid Computing, 16(2), 195-209. [More Information]
Li, J., Jin, J., Yuan, D., Zhang, H. (2018). Virtual Fog: A Virtualization Enabled Fog Computing Framework for Internet of Things. IEEE Internet of Things Journal, 5(1), 121-131. [More Information]
Yang, T., Pen, H., Li, W., Yuan, D., Zomaya, A. (2017). An Energy-efficient Storage Strategy for Cloud Datacenters based on Variable K-Coverage of a Hypergraph. IEEE Transactions on Parallel and Distributed Systems, 28(12), 3344-3355. [More Information]
Bao, W., Yuan, D., Yang, Z., Wang, S., Li, W., Zhou, B., Zomaya, A. (2017). Follow Me Fog: Toward Seamless Handover Timing Schemes in a Fog Computing Environment. IEEE Communications Magazine, 55(11), 72-78. [More Information]
Li, X., Mu, Y., Yuan, D., Lin, H. (2017). Message from the SOWN 2017 Workshop Chairs. Hawaii International Conference on Arts & Humanities, , xxxiv. [More Information]
Xu, R., Wang, Y., Huang, W., Yuan, D., Xie, Y., Yang, Y. (2017). Near-optimal dynamic priority scheduling strategy for instance-intensive business workflows in cloud computing. Concurrency and Computation: Practice and Experience, 29(18), 1-12. [More Information]
Jin, J., Palaniswami, M., Yuan, D., Dong, Y., Moessner, K. (2017). Priority Service Provisioning and Max–Min Fairness: A Utility-Based Flow Control Approach. Journal of Network and Systems Management, 25(2), 397-415. [More Information]
Li, W., Yang, Y., Yuan, D. (2016). Ensuring Cloud Data Reliability with Minimum Replication by Proactive Replica Checking. IEEE Transactions on Computers, 65(5), 1494-1506. [More Information]
Liu, X., Wang, D., Yuan, D., Wang, F., Yang, Y. (2016). Workflow temporal verification for monitoring parallel business processes. Journal of Software: Evolution and Process, 28(4), 286-302. [More Information]
Li, W., Yuan, D., Yang, Y. (2015). An energy-efficient data transfer strategy with link rate control for Cloud. International Journal of Autonomous and Adaptive Communications Systems, 8(4), 335-352. [More Information]
Yuan, D., Liu, X., Yang, Y. (2015). Dynamic On-the-Fly Minimum Cost Benchmarking for Storing Generated Scientific Datasets in the Cloud. IEEE Transactions on Computers, 64(10), 2781-2795. [More Information]
Liu, X., Yang, Y., Yuan, D., Chen, J. (2014). Do we need to handle every temporal violation in scientific workflow systems? ACM Transactions on Software Engineering and Methodology, 23(1), 1-34. [More Information]
Deng, K., Ren, K., Song, J., Yuan, D., Xiang, Y., Chen, J. (2013). A clustering based coscheduling strategy for efficient scientific workflow execution in cloud computing. Concurrency and Computation: Practice and Experience, 25(18), 2523-2539. [More Information]
Yuan, D., Yang, Y., Liu, X., Li, W., Cui, L., Xu, M., Chen, J. (2013). A Highly Practical Approach toward Achieving Minimum Data Sets Storage Cost in the Cloud. IEEE Transactions on Parallel and Distributed Systems, 24(6), 1234-1244. [More Information]
Wu, Z., Liu, X., Ni, Z., Yuan, D., Yang, Y. (2013). A Market-Oriented Hierarchical Scheduling Strategy in Cloud Workflow Systems. Journal of Supercomputing, 63(1), 256-293. [More Information]
Cui, L., Zhang, T., Xu, G., Yuan, D. (2013). A Scheduling algorithm for Multi-Tenants Instance- Intensive Workflows. Applied Mathematics and Information Sciences, 7(1L), 99-105. [More Information]
Yuan, D., Yang, Y., Liu, X., Zhang, G., Chen, J. (2012). A data dependency based strategy for intermediate data storage in scientific cloud workflow systems. Concurrency and Computation: Practice and Experience, 24(9), 956-976. [More Information]
Zhang, G., Yang, Y., Yuan, D., Chen, J. (2012). A Trust-Based Noise Injection Stratregy for Privacy Protection in Cloud. Software: Practice and Experience, 42(4), 431-445. [More Information]
Liu, X., Ni, Z., Wu, Z., Yuan, D., Chen, J., Yang, Y. (2011). A novel general framework for automatic and cost-effective handling of recoverable temporal violations in scientific workflow systems. The Journal of Systems and Software, 84(3), 492-509. [More Information]
Liu, X., Ni, Z., Yuan, D., Jiang, Y., Wu, Z., Chen, J., Yang, Y. (2011). A novel statistical time-series pattern based interval forecasting strategy for activity durations in workflow systems. The Journal of Systems and Software, 84(3), 354-376. [More Information]
Yuan, D., Yang, Y., Liu, X., Chen, J. (2011). On-demand minimum cost benchmarking for intermediate dataset storage in scientific cloud workflow systems. Journal of Parallel and Distributed Computing, 71(2), 316-332. [More Information]
Liu, K., Jin, H., Chen, J., Liu, X., Yuan, D., Yang, Y. (2010). A compromised-time-cost scheduling algorithm in SwinDeW-C for instance-intensive cost-constrained workflows on a cloud computing platform. International Journal of High Performance Computing Applications, 24(4), 445-456. [More Information]
Yuan, D., Yang, Y., Liu, X., Chen, J. (2010). A Data Placement Strategy in Scientific Cloud Workflows. Future Generation Computer Systems, 26(8), 1200-1214. [More Information]

show 49 more

Conferences

Zhang,, Y., Liu,, X., Xu,, J., Yuan, D., Li,, X. (2022). A Novel Adaptive Computation Offloading Strategy for Collaborative DNN Inference over Edge Devices. Proceedings - 20th IEEE International Symposium on Parallel and Distributed Processing with Applications, 12th IEEE International Conference on Big Data and Cloud Computing, 12th IEEE International Conference on Sustainable Computing and Communications an, : Springer Verlag.
Li,, X., Chen,, T., Yuan, D., Xu,, J., Liu,, X. (2022). A Novel Graph-based Computation Offloading Strategy for Workflow Applications in Mobile Edge Computing. Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022, : IEEE Computer Society.
Fu,, Y., Han,, W., Yuan, D. (2022). Orchestrating Heterogeneous Cyber-range Event Chains with Serverless-container Workflow. Proceedings - IEEE Computer Society''s Annual International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems, MASCOTS, : Springer Verlag.
Wu, B., Bao, W., Yuan, D. (2021). Competitive Analysis for Two-Level Ski-Rental Problem. Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), Palo Alto, California: AAAI Press.
Sani, A., Yuan, D., Bertino, E., Dong, Z. (2021). Crypto-Chain: A Relay Resilience Framework for Smart Vehicles. 37th Annual Computer Security Applications Conference, ACSAC 2021, New York: Association for Computing Machinery (ACM). [More Information]
Sani, A., Yuan, D., Mens, K., Dong, Z. (2021). DIACS: A blockchain-based model for systematic data integrity assessment and control. 2021 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference (ISGT 2021), Washington: Institute of Electrical and Electronics Engineers Inc. [More Information]
Ju, W., Bao, W., Ge, L., Yuan, D. (2021). Dynamic Early Exit Scheduling for Deep Neural Network Inference through Contextual Bandits. 30th ACM International Conference on Information and Knowledge Management, CIKM 2021, New York: Association for Computing Machinery (ACM). [More Information]
Gong, X., Yuan, D., Bao, W. (2021). Fast Multi-label Learning. Macro In Conference.
Ju, W., Bao, W., Yuan, D., Ge, L., Zhou, B. (2021). Learning early exit for deep neural network inference on mobile devices through multi-armed bandits. 2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet Computing (CCGrid), Melbourne: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Wu, B., Bao, W., Yuan, D., Zhou, B. (2021). Online Hedge Reservation for Diverse Plans and Competitive Analysis. 31st International Conference on Automated Planning and Scheduling, ICAPS 2021, China: Association for the Advancement of Artificial Intelligence.
Gong, X., Yuan, D., Bao, W. (2021). Understanding partial multi-label learning via mutual information. NeurIPS 2021, Virtual, Online: Springer Science and Business Media Deutschland GmbH.
Fan, L., Liu, X., Li, X., Yuan, D., Xu, J. (2020). Graph4Edge: A Graph-based Computation Offloading Strategy for Mobile-Edge Workflow Applications. 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops 2020), Austin: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Sani, A., Yuan, D., Meng, K., Dong, Z. (2020). Idenx: A blockchain-based identity management system for supply chain attacks mitigation in smart grids. 2020 IEEE Power and Energy Society General Meeting (PESGM 2020), Montreal: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Gong, X., Yuan, D., Bao, W. (2020). Online Metric Learning for Multi-Label Classification. The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), Palo Alto: AAAI Press. [More Information]
Sani, A., Yuan, D., Yeoh, P., Qiu, J., Bao, W., Vucetic, B., Dong, Z. (2019). CyRA: A Real-Time Risk-Based Security Assessment Framework for Cyber Attacks Prevention in Industrial Control Systems. 2019 IEEE Power and Energy Society General Meeting (PES-GM 2019), Atlanta: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Ju, W., Yuan, D., Bao, W., Ge, L., Zhou, B. (2019). DeepSave: Saving DNN inference during handovers on the edge. 4th ACM/IEEE Symposium on Edge Computing (SEC 2019), New York: Association for Computing Machinery (ACM). [More Information]
Xu, R., Wang, Y., Cheng, Y., Zhu, Y., Xie, Y., Sani, A., Yuan, D. (2019). Improved Particle Swarm Optimization Based Workflow Scheduling in Cloud-Fog Environment. 16th International Conference on Business Process Management (BPM International Workshops 2018), Cham: Springer. [More Information]
Tang, T., Wu, H., Bao, W., Yang, P., Yuan, D., Zhou, B. (2019). New parallel algorithms for all pairwise computation on large HPC clusters. 20th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT 2019), : IEEE Computer Society. [More Information]
Wang, Z., Bao, W., Yuan, D., Ge, L., Tran, N., Zomaya, A. (2019). SEE: Scheduling early exit for mobile DNN inference during service outage. 22nd ACM International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM'19), New York: Association for Computing Machinery (ACM). [More Information]
Sani, A., Yuan, D., Bao, W., Yeoh, P., Dong, Z., Vucetic, B., Bertino, E. (2019). Xyreum: A High-Performance and Scalable Blockchain for IIoT Security and Privacy. 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Sani, A., Yuan, D., Yeoh, P., Bao, W., Chen, S., Vucetic, B. (2018). A lightweight security and privacy-enhancing key establishment for internet of things applications. IEEE International Conference on Communications (ICC 2018), Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Zheng, B., Pan, L., Yuan, D., Liu, S., Shi, Y., Wang, L. (2018). A truthful mechanism for optimally purchasing iaas instances and scheduling parallel jobs in service clouds. 16th International Conference on Service-Oriented Computing (ICSOC 2018), Cham: Springer. [More Information]
Zheng, B., Pan, L., Yuan, D., Liu, S. (2018). A Truthful Mechanism for Scheduling and Pricing Pleasingly Parallel Jobs in a Service Cloud. 25th IEEE International Conference on Web Services (ICWS 2018), San Francisco: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Bao, W., Yuan, D., Shi, K., Ju, W., Zomaya, A. (2018). Ins and outs: Optimal caching and Re-caching policies in mobile networks. 19th ACM International Symposium on Mobile Ad-Hoc Networking and Computing (MobiHoc 2018), New York: Association for Computing Machinery (ACM). [More Information]
Bao, W., Yuan, D., Yang, Z., Wang, S., Zhou, B., Adams, S., Zomaya, A. (2018). sFog: Seamless Fog Computing Environment for Mobile IoT Applications. 21st ACM International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM'18), New York: Association for Computing Machinery (ACM). [More Information]
Jiang, J., Gao, L., Jin, J., Luan, T., Yu, S., Yuan, D., Xiang, Y., Yuan, D. (2018). Towards an Analysis of Traffic Shaping and Policing in Fog Networks Using Stochastic Fluid Models. 14th Annual International Conference on Mobile and Ubiquitous Systems: Networks and Services (Mobiquitous 2017), Melbourne, Australia: Association for Computing Machinery (ACM). [More Information]
Xu, R., Zhao, K., Zhang, P., Yuan, D., Xie, Y., Yang, Y. (2017). A novel data set importance based cost-effective and computation-efficient storage strategy in the cloud. 24th IEEE International Conference on Web Services (ICWS 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Xu, R., Wang, Y., Xie, Y., Li, L., Yuan, D. (2017). A Novel Dynamic Checkpoint Selection Strategy for Time-Constrained Massive Cloud Business Workflows. IEEE 21st International Conference on Computer Supported Cooperative Work in Design (CSCWD 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Zhao, K., Yuan, D., Xie, Y., Yan, L., Xu, R. (2017). An Optimized Data Storage Strategy by Computational Performance and Monetary Cost with Data Importance in the Cloud. IEEE 21st International Conference on Computer Supported Cooperative Work in Design (CSCWD 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Bao, W., Li, W., Delicato, F., Pires, P., Yuan, D., Zhou, B., Zomaya, A. (2017). Cost-Effective Processing in Fog Integrated Internet of Things Ecosystems. 20th ACM International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM'17), New York: Association for Computing Machinery (ACM). [More Information]
Khalajzadeh, H., Yuan, D., Grundy, J., Yang, Y. (2017). Cost-Effective Social Network Data Placement and Replication using Graph-Partitioning. 2017 IEEE 1st International Conference on Cognitive Computing (ICCC 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Liu, C., Zhang, Y., Liu, L., Cui, L., Yuan, D., Miao, C. (2017). Crowd-enabled pareto-optimal objects finding employing multi-pairwise-comparison questions. 26th ACM International Conference on Information and Knowledge Management, CIKM 2017, New York, NY: Association for Computing Machinery (ACM). [More Information]
Khalajzadeh, H., Yuan, D., Grundy, J., Yang, Y. (2017). Improving Cloud-Based Online Social Network Data Placement and Replication. 9th International Conference on Cloud Computing (CLOUD 2016), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Li, J., Zhang, T., Jin, J., Yang, Y., Yuan, D., Gao, L. (2017). Latency Estimation for Fog-Based Internet of Things. 27th International Telecommunication Networks and Applications Conference (ITNAC 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Zhang, S., Yuan, D., Pan, L., Liu, S., Cui, L., Meng, X. (2017). Selling Reserved Instances through Pay-as-you-go Model in Cloud Computing. 24th IEEE International Conference on Web Services (ICWS 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Sani, A., Yuan, D., Bao, W., Dong, Z. (2017). Towards secure energy Internet communication scheme: An identity-based key bootstrapping protocol supporting unicast and multicast. 16th IEEE International Symposium on Network Computing and Applications (NCA 2017), Piscataway, NJ, USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Rahman, A., Jin, J., Cricenti, A., Rahman, A., Yuan, D. (2016). A Cloud Robotics Framework of Optimal Task Offloading for Smart City Applications. 59TH IEEE Global Communications Conference (GLOBECOM 2016), : Springer Verlag. [More Information]
Wei, Y., Pan, L., Yuan, D., Liu, S., Wu, L., Meng, X. (2016). A cost-optimal service selection approach for collaborative workflow execution in clouds. 20th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2016), Nanchang: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Wei, Y., Pan, L., Yuan, D., Liu, S., Wu, L., Meng, X. (2016). A Distributed Game-theoretic Approach for IaaS Service Trading in an Auction-based Cloud Market. 14th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2016) - IEEE TrustCom/BigDataSE/ISPA 2016 -, Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Zhang, S., Pan, L., Liu, S., Wu, L., Cui, L., Yuan, D. (2016). An optimal and iterative pricing model for multiclass IaaS cloud services. 14th International Conference on Service-Oriented Computing (ICSOC 2016), Switzerland: Springer. [More Information]
Yuan, D., Jin, J., Grundy, J., Yang, Y. (2015). A framework for convergence of cloud services and Internet of things. 2015 19th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD), Piscataway, New Jersey, USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Li, J., Jin, J., Yuan, D., Palaniswami, M., Moessner, K. (2015). EHOPES: Data-centered Fog platform for smart living. 25th International Telecommunication Networks and Applications Conference (ITNAC), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Zhang, B., Zhou, B., Wang, C., Yuan, D., Zomaya, A. (2015). SADedupe: Skew-Aware Inline Deduplication for Distributed Storage. PDSW 2015:10th Parallel Data Storage Workshop, New York: Association for Computing Machinery (ACM).
Jin, J., Yuan, D., Zheng, J., Dong, Y. (2015). Sliding mode-like congestion control for communication networks with heterogeneous applications. 2015 IEEE International Conference on Communications (ICC), Piscataway, New Jersey, USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Xu, R., Liu, X., Xie, Y., Yuan, D., Yang, Y. (2014). A gaussian fields based mining method for semi-automating staff assignment in workflow application. 2014 International Conference on Software and Systems Process, ICSSP 2014, New York, USA: Association for Computing Machinery (ACM). [More Information]
Yuan, D., Cui, L., Liu, X. (2014). Cloud Data Management for Scientific Workflows: Research Issues, Methodologies, and State-of-the-Art. 2014 10th International Conference on Semantics, Knowledge and Grids, 2014, United States: IEEE Computer Society. [More Information]
Liu, X., Wang, D., Yuan, D., Wang, F., Yang, Y. (2014). Throughput based temporal verification for monitoring large batch of parallel processes. 2014 International Conference on Software and Systems Process, ICSSP 2014, New York, USA: Association for Computing Machinery (ACM). [More Information]
Liu, X., Wang, D., Yuan, D., Yang, Y. (2013). A novel deadline assignment strategy for a large batch of parallel tasks with soft deadlines in the cloud. 2013 IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing (HPCC and EUC 2013), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Yuan, D., Liu, X., Cui, L., Zhang, T., Li, W., Cao, D., Yang, Y. (2013). An Algorithm for Cost-Effectively Storing Scientific Datasets with Multiple Service Providers in the Cloud. 2013 IEEE 9th International Conference on e-Science (e-Science 2013), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Liu, X., Yang, Y., Cao, D., Yuan, D. (2013). Selecting Checkpoints along the Time Line: A Novel Temporal Checkpoint Selection Strategy for Monitoring a Batch of Parallel Business Processes. 2013 35th International Conference on Software Engineering (ICSE 2013), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Li, W., Yang, Y., Chen, J., Yuan, D. (2012). A cost-effective mechanism for Cloud data reliability management based on proactive replica checking. 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2012, Los Alamitos: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Liu, X., Yang, Y., Cao, D., Yuan, D., Chen, J. (2012). Managing Large Numbers of Business Processes with Cloud Workflow Systems. 10th Australasian Symposium on Parallel and Distributed Computing, AusPDC 2012, Darlinghurst, Australia: Australian Computer Society.
Liu, X., Yang, Y., Yuan, D., Zhang, G., Li, W., Cao, D. (2011). A Generic QoS Framework for Cloud Workflow Systems. 2011 International Conference on Cloud and Green Computing (CGC2011), Los Alamitos, CA, United States: IEEE Computer Society. [More Information]
Yuan, D., Yang, Y., Liu, X., Chen, J. (2011). A Local-Optimisation based Strategy for Cost-Effective Datasets Storage of Scientific Applications in the Cloud. 2011 IEEE 4th International Conference on Cloud Computing (CLOUD 2011), Los Alamitos, CA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Li, W., Yang, Y., Yuan, D. (2011). A Novel Cost-effective Dynamic Data Replication Strategy for Reliability in Cloud Data Centres. 2011 International Conference on Cloud and Green Computing (CGC2011), Los Alamitos, CA, United States: IEEE Computer Society. [More Information]
Deng, K., Kong, L., Song, J., Ren, K., Yuan, D. (2011). A Weighted K-Means Clustering based Coscheduling Strategy towards Efficient Execution of Scientific Workflows in Collaborative Cloud Environments. 2011 International Conference on Cloud and Green Computing (CGC2011), Los Alamitos, CA, United States: IEEE Computer Society. [More Information]
Deng, K., Song, J., Ren, K., Yuan, D., Chen, J. (2011). Graph-Cut Based Coscheduling Strategy towards Efficient Execution of Scientific Workflows in Collaborative Cloud Environments. 2011 12th IEEE/ACM International Conference on Grid Computing (GRID 2011), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Yuan, D., Yang, Y., Liu, X., Chen, J. (2010). A Cost-Effective Strategy for Intermediate Data Storage in Scientifc Cloud Workflow Systems. 2010 IEEE International Symposium on Parallel & Distributed Processing (IPDPS), USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Liu, X., Ni, Z., Wu, Z., Yuan, D., Chen, J., Yang, Y. (2010). An Effective Framework of Light-Weight Handling for Three-Level Fine-Grained Recoverable Temporal Violations in Scientific Workflows. 2010 IEEE 16th International Conference on Parallel and Distributed Systems (ICPADS), Los Alamitos, CA: IEEE Computer Society. [More Information]
Liu, X., Chen, J., Wu, Z., Ni, Z., Yuan, D., Yang, Y. (2010). Handling recoverable temporal violations in scientific workflow systems: A workflow rescheduling based strategy. 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing CCGrid 2010, United States: Institute of Electrical and Electronics Engineers (IEEE). [More Information]

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By Year

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2024

Fu, Y., Han, W., Yuan, D. (2024). Disentangled Orchestration on Cyber Ranges. IEEE Transactions on Dependable and Secure Computing, 21(4), 2344-2360. [More Information]
Cai, F., Yuan, D., Yang, Z., Xu, Y., He, W., Guo, W., Cui, L. (2024). FastPTM: Fast weights loading of pre-trained models for parallel inference service provisioning. Parallel Computing, 122, 103114. [More Information]
Yang, N., Wang, Y., Zhang, Y., Mohy-Ud-Din, G., Yuan, D. (2024). Non-Intrusive Load Monitoring for Energy Management in Smart Grids Incorporating EVs. IEEE Transactions on Consumer Electronics. [More Information]
Huang, Y., Yang, G., Zhou, H., Dai, H., Yuan, D., Yu, S. (2024). VPPFL: A verifiable privacy-preserving federated learning scheme against poisoning attacks. Computers and Security, 136, 103562. [More Information]

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2023

Gong, X., Yuan, D., Bao, W. (2023). Discriminative Metric Learning for Partial Label Learning. IEEE Transactions on Neural Networks and Learning Systems, 38(4), 4428-4439. [More Information]
Huang, F., Yang, N., Chen, H., Bao, W., Yuan, D. (2023). Distributed Online Multi-Label Learning with Privacy Protection in Internet of Things. Applied Sciences, 13(4). [More Information]
Ju, W., Yuan, D., Bao, W., Ge, L., Zhou, B. (2023). Dynamic path learning in decision trees using contextual bandits. World Wide Web, 26(1), 271-296. [More Information]

2022

Zhang,, Y., Liu,, X., Xu,, J., Yuan, D., Li,, X. (2022). A Novel Adaptive Computation Offloading Strategy for Collaborative DNN Inference over Edge Devices. Proceedings - 20th IEEE International Symposium on Parallel and Distributed Processing with Applications, 12th IEEE International Conference on Big Data and Cloud Computing, 12th IEEE International Conference on Sustainable Computing and Communications an, : Springer Verlag.
Li, X., Chen, T., Yuan, D., Xu, J., Liu, X. (2022). A Novel Graph-based Computation Offloading Strategy for Workflow Applications in Mobile Edge Computing. IEEE Transactions on Services Computing. [More Information]
Li,, X., Chen,, T., Yuan, D., Xu,, J., Liu,, X. (2022). A Novel Graph-based Computation Offloading Strategy for Workflow Applications in Mobile Edge Computing. Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022, : IEEE Computer Society.
Gong, X., Yuan, D., Bao, W., Luo, F. (2022). A Unifying Probabilistic Framework for Partially Labeled Data Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence. [More Information]
Yang, N., Yuan, D., Zhang, Y., Deng, Y., Bao, W. (2022). Asynchronous Semi-Supervised Federated Learning with Provable Convergence in Edge Computing. IEEE Network, 36(5), 136-143. [More Information]
Yang, Z., Bao, W., Yuan, D., Tran, N., Zomaya, A. (2022). Federated Learning With Nesterov Accelerated Gradient. IEEE Transactions on Parallel and Distributed Systems, 33(12), 4863-4873. [More Information]
Gong, X., Yang, J., Yuan, D., Bao, W. (2022). Generalized Large Margin kNN for Partial Label Learning. IEEE Transactions on Multimedia, 24, 1055-1066. [More Information]
Zhao, Y., Yuan, D., Du, J., Chen, J. (2022). Geo-Ellipse-Indistinguishability: Community-Aware Location Privacy Protection for Directional Distribution. IEEE Transactions On Knowledge And Data Engineering. [More Information]
Fu,, Y., Han,, W., Yuan, D. (2022). Orchestrating Heterogeneous Cyber-range Event Chains with Serverless-container Workflow. Proceedings - IEEE Computer Society''s Annual International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems, MASCOTS, : Springer Verlag.
Sani, A., Bertino, E., Yuan, D., Meng, K., Dong, Z. (2022). SPrivAD: A secure and privacy-preserving mutually dependent authentication and data access scheme for smart communities. Computers and Security, 115. [More Information]
Gong, X., Yuan, D., Bao, W. (2022). Top-K Partial Label Machine. IEEE Transactions on Neural Networks and Learning Systems, 33(11), 6775-6788. [More Information]

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2021

Li, J., Jin, J., Lyu, L., Yuan, D., Yang, Y., Gao, L., Shen, C. (2021). A fast and scalable authentication scheme in IOT for smart living. Future Generation Computer Systems, 117, 125-137. [More Information]
Sani, A., Yuan, D., Bao, W., Dong, Z. (2021). A Universally Composable Key Exchange Protocol for Advanced Metering Infrastructure in the Energy Internet. IEEE Transactions on Industrial Informatics, 17(1), 534-546. [More Information]
Wu, B., Bao, W., Yuan, D. (2021). Competitive Analysis for Two-Level Ski-Rental Problem. Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), Palo Alto, California: AAAI Press.
Sani, A., Yuan, D., Bertino, E., Dong, Z. (2021). Crypto-Chain: A Relay Resilience Framework for Smart Vehicles. 37th Annual Computer Security Applications Conference, ACSAC 2021, New York: Association for Computing Machinery (ACM). [More Information]
Sani, A., Yuan, D., Mens, K., Dong, Z. (2021). DIACS: A blockchain-based model for systematic data integrity assessment and control. 2021 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference (ISGT 2021), Washington: Institute of Electrical and Electronics Engineers Inc. [More Information]
Ju, W., Bao, W., Ge, L., Yuan, D. (2021). Dynamic Early Exit Scheduling for Deep Neural Network Inference through Contextual Bandits. 30th ACM International Conference on Information and Knowledge Management, CIKM 2021, New York: Association for Computing Machinery (ACM). [More Information]
Ju, W., Yuan, D., Bao, W., Ge, L., Zhou, B. (2021). EDeepSave: Saving DNN inference using early exit during handovers in mobile edge environment. ACM Transactions on Sensor Networks, 17(3), 3447267-1-3447267-28. [More Information]
Gong, X., Yuan, D., Bao, W. (2021). Fast Multi-label Learning. Macro In Conference.
Ju, W., Bao, W., Yuan, D., Ge, L., Zhou, B. (2021). Learning early exit for deep neural network inference on mobile devices through multi-armed bandits. 2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet Computing (CCGrid), Melbourne: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Wu, B., Bao, W., Yuan, D., Zhou, B. (2021). Online Hedge Reservation for Diverse Plans and Competitive Analysis. 31st International Conference on Automated Planning and Scheduling, ICAPS 2021, China: Association for the Advancement of Artificial Intelligence.
Gong, X., Yuan, D., Bao, W. (2021). Understanding partial multi-label learning via mutual information. NeurIPS 2021, Virtual, Online: Springer Science and Business Media Deutschland GmbH.

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2020

Wang, Z., Bao, W., Yuan, D., Ge, L., Tran, N., Zomaya, A. (2020). Accelerating on-device DNN inference during service outage through scheduling early exit. Computer Communications, 162, 69-82. [More Information]
Khalajzadeh, H., Yuan, D., Zhou, B., Grundy, J., Yang, Y. (2020). Cost effective dynamic data placement for efficient access of social networks. Journal of Parallel and Distributed Computing, 141, 82-98. [More Information]
Han, X., Sun, L., Tao, Y., Zhao, J., Wang, G., Yuan, D. (2020). Distributed Energy-Sharing Strategy for Peer-to-Peer Microgrid System. Journal of Energy Engineering, 146(4), 4020033. [More Information]
Fan, L., Liu, X., Li, X., Yuan, D., Xu, J. (2020). Graph4Edge: A Graph-based Computation Offloading Strategy for Mobile-Edge Workflow Applications. 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops 2020), Austin: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Sani, A., Yuan, D., Meng, K., Dong, Z. (2020). Idenx: A blockchain-based identity management system for supply chain attacks mitigation in smart grids. 2020 IEEE Power and Energy Society General Meeting (PESGM 2020), Montreal: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Han, X., Qiu, J., Sun, L., Shen, W., Ma, Y., Yuan, D. (2020). Low-carbon energy policy analysis based on power energy system modeling. Energy Conversion and Economics, 1, 34-44. [More Information]
Gong, X., Yuan, D., Bao, W. (2020). Online Metric Learning for Multi-Label Classification. The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), Palo Alto: AAAI Press. [More Information]
Bao, W., Yuan, D., Zhou, B., Zomaya, A. (2020). Prune and Plant: Efficient Placement and Parallelism of Virtual Network Functions. IEEE Transactions on Computers, 69(6), 800-811. [More Information]
Wang, Y., Ijaz, K., Yuan, D., Calvo, R. (2020). VR-Rides: An object-oriented application framework for immersive virtual reality exergames. Software: Practice and Experience, 50(7), 1305-1324. [More Information]

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2019

Xie, Y., Zhu, Y., Wang, Y., Cheng, Y., Xu, R., Sani, A., Yuan, D., Yang, Y. (2019). A novel directional and non-local-convergent particle swarm optimization based workflow scheduling in cloud-edge environment. Future Generation Computer Systems, 97, 361-378. [More Information]
Zhang, J., Yuan, D., Cui, L., Zhou, B. (2019). An Efficient Algorithm for Runtime Minimum Cost Data Storage and Regeneration for Business Process Management in Multiple Clouds. In Florian Daniel, Quan Z. Sheng, Hamid Motahari (Eds.), Business process management workshops : BPM 2018 International Workshops, Sydney, NSW, Australia, September 9-14, 2018, Revised papers, (pp. 348-360). Cham: Springer. [More Information]
Sani, A., Yuan, D., Jin, J., Gao, L., Yu, S., Dong, Z. (2019). Cyber security framework for Internet of Things-based Energy Internet. Future Generation Computer Systems, 93, 849-859. [More Information]
Sani, A., Yuan, D., Yeoh, P., Qiu, J., Bao, W., Vucetic, B., Dong, Z. (2019). CyRA: A Real-Time Risk-Based Security Assessment Framework for Cyber Attacks Prevention in Industrial Control Systems. 2019 IEEE Power and Energy Society General Meeting (PES-GM 2019), Atlanta: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Ju, W., Yuan, D., Bao, W., Ge, L., Zhou, B. (2019). DeepSave: Saving DNN inference during handovers on the edge. 4th ACM/IEEE Symposium on Edge Computing (SEC 2019), New York: Association for Computing Machinery (ACM). [More Information]
Xu, R., Wang, Y., Cheng, Y., Zhu, Y., Xie, Y., Sani, A., Yuan, D. (2019). Improved Particle Swarm Optimization Based Workflow Scheduling in Cloud-Fog Environment. 16th International Conference on Business Process Management (BPM International Workshops 2018), Cham: Springer. [More Information]
Tang, T., Wu, H., Bao, W., Yang, P., Yuan, D., Zhou, B. (2019). New parallel algorithms for all pairwise computation on large HPC clusters. 20th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT 2019), : IEEE Computer Society. [More Information]
Wang, Z., Bao, W., Yuan, D., Ge, L., Tran, N., Zomaya, A. (2019). SEE: Scheduling early exit for mobile DNN inference during service outage. 22nd ACM International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM'19), New York: Association for Computing Machinery (ACM). [More Information]
Sani, A., Yuan, D., Bao, W., Dong, Z., Vucetic, B., Bertino, E. (2019). Universally Composable Key Bootstrapping and Secure Communication Protocols for the Energy Internet. IEEE Transactions on Information Forensics and Security, 14(8), 2113-2127. [More Information]
Sani, A., Yuan, D., Bao, W., Yeoh, P., Dong, Z., Vucetic, B., Bertino, E. (2019). Xyreum: A High-Performance and Scalable Blockchain for IIoT Security and Privacy. 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]

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2018

Li, J., Jin, J., Yuan, D., Palaniswami, M., Moessner, K. (2018). A Data-centered Fog Platform for Smart Living. In Not known (Eds.), From Internet of Things to Smart Cities: Enabling Technologies, (pp. 357-377). TBC. [More Information]
Cui, L., Zhang, J., Yue, L., Shi, Y., Li, H., Yuan, D. (2018). A Genetic Algorithm Based Data Replica Placement Strategy for Scientific Applications in Clouds. IEEE Transactions on Services Computing, 11(4), 727-739. [More Information]
Sani, A., Yuan, D., Yeoh, P., Bao, W., Chen, S., Vucetic, B. (2018). A lightweight security and privacy-enhancing key establishment for internet of things applications. IEEE International Conference on Communications (ICC 2018), Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Zheng, B., Pan, L., Yuan, D., Liu, S., Shi, Y., Wang, L. (2018). A truthful mechanism for optimally purchasing iaas instances and scheduling parallel jobs in service clouds. 16th International Conference on Service-Oriented Computing (ICSOC 2018), Cham: Springer. [More Information]
Zheng, B., Pan, L., Yuan, D., Liu, S. (2018). A Truthful Mechanism for Scheduling and Pricing Pleasingly Parallel Jobs in a Service Cloud. 25th IEEE International Conference on Web Services (ICWS 2018), San Francisco: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Yuan, D., Cui, L., Li, W., Liu, X., Yang, Y. (2018). An Algorithm for Finding the Minimum Cost of Storing and Regenerating Datasets in Multiple Clouds. IEEE Transactions on Cloud Computing, 6(2), 519-531. [More Information]
Zhang, B., Wang, C., Zhou, B., Yuan, D., Zomaya, A. (2018). DCDedupe: Selective Deduplication and Delta Compression with Effective Routing for Distributed Storage. Journal of Grid Computing, 16(2), 195-209. [More Information]
Bao, W., Yuan, D., Shi, K., Ju, W., Zomaya, A. (2018). Ins and outs: Optimal caching and Re-caching policies in mobile networks. 19th ACM International Symposium on Mobile Ad-Hoc Networking and Computing (MobiHoc 2018), New York: Association for Computing Machinery (ACM). [More Information]
Bao, W., Yuan, D., Yang, Z., Wang, S., Zhou, B., Adams, S., Zomaya, A. (2018). sFog: Seamless Fog Computing Environment for Mobile IoT Applications. 21st ACM International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM'18), New York: Association for Computing Machinery (ACM). [More Information]
Jiang, J., Gao, L., Jin, J., Luan, T., Yu, S., Yuan, D., Xiang, Y., Yuan, D. (2018). Towards an Analysis of Traffic Shaping and Policing in Fog Networks Using Stochastic Fluid Models. 14th Annual International Conference on Mobile and Ubiquitous Systems: Networks and Services (Mobiquitous 2017), Melbourne, Australia: Association for Computing Machinery (ACM). [More Information]
Li, J., Jin, J., Yuan, D., Zhang, H. (2018). Virtual Fog: A Virtualization Enabled Fog Computing Framework for Internet of Things. IEEE Internet of Things Journal, 5(1), 121-131. [More Information]

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2017

Xu, R., Zhao, K., Zhang, P., Yuan, D., Xie, Y., Yang, Y. (2017). A novel data set importance based cost-effective and computation-efficient storage strategy in the cloud. 24th IEEE International Conference on Web Services (ICWS 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Xu, R., Wang, Y., Xie, Y., Li, L., Yuan, D. (2017). A Novel Dynamic Checkpoint Selection Strategy for Time-Constrained Massive Cloud Business Workflows. IEEE 21st International Conference on Computer Supported Cooperative Work in Design (CSCWD 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Yang, T., Pen, H., Li, W., Yuan, D., Zomaya, A. (2017). An Energy-efficient Storage Strategy for Cloud Datacenters based on Variable K-Coverage of a Hypergraph. IEEE Transactions on Parallel and Distributed Systems, 28(12), 3344-3355. [More Information]
Zhao, K., Yuan, D., Xie, Y., Yan, L., Xu, R. (2017). An Optimized Data Storage Strategy by Computational Performance and Monetary Cost with Data Importance in the Cloud. IEEE 21st International Conference on Computer Supported Cooperative Work in Design (CSCWD 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Bao, W., Li, W., Delicato, F., Pires, P., Yuan, D., Zhou, B., Zomaya, A. (2017). Cost-Effective Processing in Fog Integrated Internet of Things Ecosystems. 20th ACM International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM'17), New York: Association for Computing Machinery (ACM). [More Information]
Khalajzadeh, H., Yuan, D., Grundy, J., Yang, Y. (2017). Cost-Effective Social Network Data Placement and Replication using Graph-Partitioning. 2017 IEEE 1st International Conference on Cognitive Computing (ICCC 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Liu, C., Zhang, Y., Liu, L., Cui, L., Yuan, D., Miao, C. (2017). Crowd-enabled pareto-optimal objects finding employing multi-pairwise-comparison questions. 26th ACM International Conference on Information and Knowledge Management, CIKM 2017, New York, NY: Association for Computing Machinery (ACM). [More Information]
Bao, W., Yuan, D., Yang, Z., Wang, S., Li, W., Zhou, B., Zomaya, A. (2017). Follow Me Fog: Toward Seamless Handover Timing Schemes in a Fog Computing Environment. IEEE Communications Magazine, 55(11), 72-78. [More Information]
Khalajzadeh, H., Yuan, D., Grundy, J., Yang, Y. (2017). Improving Cloud-Based Online Social Network Data Placement and Replication. 9th International Conference on Cloud Computing (CLOUD 2016), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Li, J., Zhang, T., Jin, J., Yang, Y., Yuan, D., Gao, L. (2017). Latency Estimation for Fog-Based Internet of Things. 27th International Telecommunication Networks and Applications Conference (ITNAC 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Li, X., Mu, Y., Yuan, D., Lin, H. (2017). Message from the SOWN 2017 Workshop Chairs. Hawaii International Conference on Arts & Humanities, , xxxiv. [More Information]
Xu, R., Wang, Y., Huang, W., Yuan, D., Xie, Y., Yang, Y. (2017). Near-optimal dynamic priority scheduling strategy for instance-intensive business workflows in cloud computing. Concurrency and Computation: Practice and Experience, 29(18), 1-12. [More Information]
Jin, J., Palaniswami, M., Yuan, D., Dong, Y., Moessner, K. (2017). Priority Service Provisioning and Max–Min Fairness: A Utility-Based Flow Control Approach. Journal of Network and Systems Management, 25(2), 397-415. [More Information]
Zhang, S., Yuan, D., Pan, L., Liu, S., Cui, L., Meng, X. (2017). Selling Reserved Instances through Pay-as-you-go Model in Cloud Computing. 24th IEEE International Conference on Web Services (ICWS 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Sani, A., Yuan, D., Bao, W., Dong, Z. (2017). Towards secure energy Internet communication scheme: An identity-based key bootstrapping protocol supporting unicast and multicast. 16th IEEE International Symposium on Network Computing and Applications (NCA 2017), Piscataway, NJ, USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]

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2016

Rahman, A., Jin, J., Cricenti, A., Rahman, A., Yuan, D. (2016). A Cloud Robotics Framework of Optimal Task Offloading for Smart City Applications. 59TH IEEE Global Communications Conference (GLOBECOM 2016), : Springer Verlag. [More Information]
Wei, Y., Pan, L., Yuan, D., Liu, S., Wu, L., Meng, X. (2016). A cost-optimal service selection approach for collaborative workflow execution in clouds. 20th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2016), Nanchang: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Wei, Y., Pan, L., Yuan, D., Liu, S., Wu, L., Meng, X. (2016). A Distributed Game-theoretic Approach for IaaS Service Trading in an Auction-based Cloud Market. 14th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2016) - IEEE TrustCom/BigDataSE/ISPA 2016 -, Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Zhang, S., Pan, L., Liu, S., Wu, L., Cui, L., Yuan, D. (2016). An optimal and iterative pricing model for multiclass IaaS cloud services. 14th International Conference on Service-Oriented Computing (ICSOC 2016), Switzerland: Springer. [More Information]
Li, W., Yang, Y., Yuan, D. (2016). Ensuring Cloud Data Reliability with Minimum Replication by Proactive Replica Checking. IEEE Transactions on Computers, 65(5), 1494-1506. [More Information]
Liu, X., Wang, D., Yuan, D., Wang, F., Yang, Y. (2016). Workflow temporal verification for monitoring parallel business processes. Journal of Software: Evolution and Process, 28(4), 286-302. [More Information]

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2015

Yuan, D., Jin, J., Grundy, J., Yang, Y. (2015). A framework for convergence of cloud services and Internet of things. 2015 19th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD), Piscataway, New Jersey, USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Li, W., Yuan, D., Yang, Y. (2015). An energy-efficient data transfer strategy with link rate control for Cloud. International Journal of Autonomous and Adaptive Communications Systems, 8(4), 335-352. [More Information]
Yuan, D., Liu, X., Yang, Y. (2015). Dynamic On-the-Fly Minimum Cost Benchmarking for Storing Generated Scientific Datasets in the Cloud. IEEE Transactions on Computers, 64(10), 2781-2795. [More Information]
Li, J., Jin, J., Yuan, D., Palaniswami, M., Moessner, K. (2015). EHOPES: Data-centered Fog platform for smart living. 25th International Telecommunication Networks and Applications Conference (ITNAC), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Li, W., Yang, Y., Yuan, D. (2015). Reliability Assurance of Big Data in the Cloud: Cost-Effective Replication-Based Storage. Amsterdam: Elsevier.
Zhang, B., Zhou, B., Wang, C., Yuan, D., Zomaya, A. (2015). SADedupe: Skew-Aware Inline Deduplication for Distributed Storage. PDSW 2015:10th Parallel Data Storage Workshop, New York: Association for Computing Machinery (ACM).
Jin, J., Yuan, D., Zheng, J., Dong, Y. (2015). Sliding mode-like congestion control for communication networks with heterogeneous applications. 2015 IEEE International Conference on Communications (ICC), Piscataway, New Jersey, USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]

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2014

Xu, R., Liu, X., Xie, Y., Yuan, D., Yang, Y. (2014). A gaussian fields based mining method for semi-automating staff assignment in workflow application. 2014 International Conference on Software and Systems Process, ICSSP 2014, New York, USA: Association for Computing Machinery (ACM). [More Information]
Yuan, D., Cui, L., Liu, X. (2014). Cloud Data Management for Scientific Workflows: Research Issues, Methodologies, and State-of-the-Art. 2014 10th International Conference on Semantics, Knowledge and Grids, 2014, United States: IEEE Computer Society. [More Information]
Liu, X., Yang, Y., Yuan, D., Chen, J. (2014). Do we need to handle every temporal violation in scientific workflow systems? ACM Transactions on Software Engineering and Methodology, 23(1), 1-34. [More Information]
Liu, X., Wang, D., Yuan, D., Wang, F., Yang, Y. (2014). Throughput based temporal verification for monitoring large batch of parallel processes. 2014 International Conference on Software and Systems Process, ICSSP 2014, New York, USA: Association for Computing Machinery (ACM). [More Information]

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2013

Deng, K., Ren, K., Song, J., Yuan, D., Xiang, Y., Chen, J. (2013). A clustering based coscheduling strategy for efficient scientific workflow execution in cloud computing. Concurrency and Computation: Practice and Experience, 25(18), 2523-2539. [More Information]
Yuan, D., Yang, Y., Liu, X., Li, W., Cui, L., Xu, M., Chen, J. (2013). A Highly Practical Approach toward Achieving Minimum Data Sets Storage Cost in the Cloud. IEEE Transactions on Parallel and Distributed Systems, 24(6), 1234-1244. [More Information]
Wu, Z., Liu, X., Ni, Z., Yuan, D., Yang, Y. (2013). A Market-Oriented Hierarchical Scheduling Strategy in Cloud Workflow Systems. Journal of Supercomputing, 63(1), 256-293. [More Information]
Liu, X., Wang, D., Yuan, D., Yang, Y. (2013). A novel deadline assignment strategy for a large batch of parallel tasks with soft deadlines in the cloud. 2013 IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing (HPCC and EUC 2013), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Cui, L., Zhang, T., Xu, G., Yuan, D. (2013). A Scheduling algorithm for Multi-Tenants Instance- Intensive Workflows. Applied Mathematics and Information Sciences, 7(1L), 99-105. [More Information]
Yuan, D., Liu, X., Cui, L., Zhang, T., Li, W., Cao, D., Yang, Y. (2013). An Algorithm for Cost-Effectively Storing Scientific Datasets with Multiple Service Providers in the Cloud. 2013 IEEE 9th International Conference on e-Science (e-Science 2013), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Yuan, D., Yang, Y., Chen, J. (2013). Computation and Storage in the Cloud: Understanding the Trade Offs. Waltham: Elsevier.
Liu, X., Yang, Y., Cao, D., Yuan, D. (2013). Selecting Checkpoints along the Time Line: A Novel Temporal Checkpoint Selection Strategy for Monitoring a Batch of Parallel Business Processes. 2013 35th International Conference on Software Engineering (ICSE 2013), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]

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2012

Li, W., Yang, Y., Chen, J., Yuan, D. (2012). A cost-effective mechanism for Cloud data reliability management based on proactive replica checking. 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2012, Los Alamitos: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Yuan, D., Yang, Y., Liu, X., Zhang, G., Chen, J. (2012). A data dependency based strategy for intermediate data storage in scientific cloud workflow systems. Concurrency and Computation: Practice and Experience, 24(9), 956-976. [More Information]
Zhang, G., Yang, Y., Yuan, D., Chen, J. (2012). A Trust-Based Noise Injection Stratregy for Privacy Protection in Cloud. Software: Practice and Experience, 42(4), 431-445. [More Information]
Liu, X., Yang, Y., Cao, D., Yuan, D., Chen, J. (2012). Managing Large Numbers of Business Processes with Cloud Workflow Systems. 10th Australasian Symposium on Parallel and Distributed Computing, AusPDC 2012, Darlinghurst, Australia: Australian Computer Society.
Liu, X., Yuan, D., Zhang, G., Li, W., Cao, D., He, Q., Chen, J., Yang, Y. (2012). The Design of Cloud Workflow Systems. New York: Springer. [More Information]

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2011

Liu, X., Yang, Y., Yuan, D., Zhang, G., Li, W., Cao, D. (2011). A Generic QoS Framework for Cloud Workflow Systems. 2011 International Conference on Cloud and Green Computing (CGC2011), Los Alamitos, CA, United States: IEEE Computer Society. [More Information]
Yuan, D., Yang, Y., Liu, X., Chen, J. (2011). A Local-Optimisation based Strategy for Cost-Effective Datasets Storage of Scientific Applications in the Cloud. 2011 IEEE 4th International Conference on Cloud Computing (CLOUD 2011), Los Alamitos, CA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Li, W., Yang, Y., Yuan, D. (2011). A Novel Cost-effective Dynamic Data Replication Strategy for Reliability in Cloud Data Centres. 2011 International Conference on Cloud and Green Computing (CGC2011), Los Alamitos, CA, United States: IEEE Computer Society. [More Information]
Liu, X., Ni, Z., Wu, Z., Yuan, D., Chen, J., Yang, Y. (2011). A novel general framework for automatic and cost-effective handling of recoverable temporal violations in scientific workflow systems. The Journal of Systems and Software, 84(3), 492-509. [More Information]
Liu, X., Ni, Z., Yuan, D., Jiang, Y., Wu, Z., Chen, J., Yang, Y. (2011). A novel statistical time-series pattern based interval forecasting strategy for activity durations in workflow systems. The Journal of Systems and Software, 84(3), 354-376. [More Information]
Deng, K., Kong, L., Song, J., Ren, K., Yuan, D. (2011). A Weighted K-Means Clustering based Coscheduling Strategy towards Efficient Execution of Scientific Workflows in Collaborative Cloud Environments. 2011 International Conference on Cloud and Green Computing (CGC2011), Los Alamitos, CA, United States: IEEE Computer Society. [More Information]
Yuan, D., Yang, Y., Liu, X., Chen, J. (2011). Computation and Storage Trade-Off for Cost-Effectively Storing Scientific Datasets in the Cloud. In Borko Furht, Armando Escalante (Eds.), Handbook of Data Intensive Computing, (pp. 129-153). New York: Springer. [More Information]
Deng, K., Song, J., Ren, K., Yuan, D., Chen, J. (2011). Graph-Cut Based Coscheduling Strategy towards Efficient Execution of Scientific Workflows in Collaborative Cloud Environments. 2011 12th IEEE/ACM International Conference on Grid Computing (GRID 2011), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Yuan, D., Yang, Y., Liu, X., Chen, J. (2011). On-demand minimum cost benchmarking for intermediate dataset storage in scientific cloud workflow systems. Journal of Parallel and Distributed Computing, 71(2), 316-332. [More Information]

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2010

Liu, K., Jin, H., Chen, J., Liu, X., Yuan, D., Yang, Y. (2010). A compromised-time-cost scheduling algorithm in SwinDeW-C for instance-intensive cost-constrained workflows on a cloud computing platform. International Journal of High Performance Computing Applications, 24(4), 445-456. [More Information]
Yuan, D., Yang, Y., Liu, X., Chen, J. (2010). A Cost-Effective Strategy for Intermediate Data Storage in Scientifc Cloud Workflow Systems. 2010 IEEE International Symposium on Parallel & Distributed Processing (IPDPS), USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Yuan, D., Yang, Y., Liu, X., Chen, J. (2010). A Data Placement Strategy in Scientific Cloud Workflows. Future Generation Computer Systems, 26(8), 1200-1214. [More Information]
Liu, X., Ni, Z., Wu, Z., Yuan, D., Chen, J., Yang, Y. (2010). An Effective Framework of Light-Weight Handling for Three-Level Fine-Grained Recoverable Temporal Violations in Scientific Workflows. 2010 IEEE 16th International Conference on Parallel and Distributed Systems (ICPADS), Los Alamitos, CA: IEEE Computer Society. [More Information]
Liu, X., Chen, J., Wu, Z., Ni, Z., Yuan, D., Yang, Y. (2010). Handling recoverable temporal violations in scientific workflow systems: A workflow rescheduling based strategy. 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing CCGrid 2010, United States: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
Liu, X., Yuan, D., Zhang, G., Chen, J., Yang, Y. (2010). SwinDeW-C: A Peer-to-Peer Based Cloud Workflow System. In Borko Furht and Armanda Escalante (Eds.), Handbook of Cloud Computing, (pp. 309-332). New York: Springer. [More Information]

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Selected Grants

2024

A Data-Centric Mobile Edge Platform for Resilient Logistics & Supply Chain, Yuan D, Australian Research Council (ARC)/Linkage Projects (LP)

2023

A Data-Centric Distributed Logistic Platform for Resilient Supply Chain, Yuan D, Faculty of Engineering & Information Technology/LP Seed Funding
AI-enhanced Online Shopping, Bao W, Ge L, Liu T, Yuan D, University of Sydney/Industry Collaboration Program

2019

Edge-Accelerated Deep Learning, Zhou B, Bao W, Tran N, Yuan D, Australian Research Council (ARC)/Discovery Projects (DP)

2013

Joint Scheduling Computation, Data and Network for Geo-Distributed Cloud Services, Yuan D, National Science Foundation of China/Research Support

In the media

What is software engineering?[4-Oct-17]

Faculty of Engineering and Information Technologies

Software refers to all the information processed by computer systems – from web browsers and video games to mobile phone applications and digital media programs.More..

Faculty of Engineering

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Associate Professor Dong Yuan

Selected publications

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Selected Grants

2024

2023

2019

2013

In the media

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Designing software that improves the way we live