| A learning-based incentive mechanism for federated learning Y Zhan, P Li, Z Qu, D Zeng, S Guo IEEE Internet of Things Journal 7 (7), 6360-6368, 2020 | 699 | 2020 |
| Joint optimization of task scheduling and image placement in fog computing supported software-defined embedded system D Zeng, L Gu, S Guo, Z Cheng, S Yu IEEE Transactions on Computers 65 (12), 3702-3712, 2016 | 554 | 2016 |
| Cost efficient resource management in fog computing supported medical cyber-physical system L Gu, D Zeng, S Guo, A Barnawi, Y Xiang IEEE Transactions on Emerging Topics in computing 5 (1), 108-119, 2015 | 503 | 2015 |
| A survey on energy internet: Architecture, approach, and emerging technologies K Wang, J Yu, Y Yu, Y Qian, D Zeng, S Guo, Y Xiang, J Wu IEEE systems journal 12 (3), 2403-2416, 2017 | 473 | 2017 |
| The web of things: A survey D Zeng, S Guo, Z Cheng J. Commun. 6 (6), 424-438, 2011 | 465 | 2011 |
| Big data meet green challenges: Big data toward green applications J Wu, S Guo, J Li, D Zeng IEEE Systems Journal 10 (3), 888-900, 2016 | 450 | 2016 |
| Big data meet green challenges: Greening big data J Wu, S Guo, J Li, D Zeng IEEE Systems Journal 10 (3), 873-887, 2016 | 297 | 2016 |
| Security and privacy-enhanced federated learning for anomaly detection in IoT infrastructures L Cui, Y Qu, G Xie, D Zeng, R Li, S Shen, S Yu IEEE Transactions on Industrial Informatics 18 (5), 3492-3500, 2021 | 255 | 2021 |
| Resource management at the network edge: A deep reinforcement learning approach D Zeng, L Gu, S Pan, J Cai, S Guo IEEE Network 33 (3), 26-33, 2019 | 186 | 2019 |
| Adaptive resource efficient microservice deployment in cloud-edge continuum K Fu, W Zhang, Q Chen, D Zeng, M Guo IEEE Transactions on Parallel and Distributed Systems 33 (8), 1825-1840, 2021 | 172 | 2021 |
| Energy minimization in multi-task software-defined sensor networks D Zeng, P Li, S Guo, T Miyazaki, J Hu, Y Xiang IEEE transactions on computers 64 (11), 3128-3139, 2015 | 169 | 2015 |
| Cost minimization for big data processing in geo-distributed data centers L Gu, D Zeng, P Li, S Guo IEEE transactions on Emerging topics in Computing 2 (3), 314-323, 2014 | 161 | 2014 |
| A survey on energy internet communications for sustainability K Wang, X Hu, H Li, P Li, D Zeng, S Guo IEEE Transactions on Sustainable Computing 2 (3), 231-254, 2017 | 158 | 2017 |
| Adaptive federated learning on non-iid data with resource constraint J Zhang, S Guo, Z Qu, D Zeng, Y Zhan, Q Liu, R Akerkar IEEE Transactions on Computers 71 (7), 1655-1667, 2021 | 146 | 2021 |
| Help rather than recycle: Alleviating cold startup in serverless computing through {Inter-Function} container sharing Z Li, L Guo, Q Chen, J Cheng, C Xu, D Zeng, Z Song, T Ma, Y Yang, C Li, ... 2022 USENIX annual technical conference (USENIX ATC 22), 69-84, 2022 | 131 | 2022 |
| Heterogeneous cloudlet deployment and user‐cloudlet association toward cost effective fog computing H Yao, C Bai, M Xiong, D Zeng, Z Fu Concurrency and Computation: Practice and Experience 29 (16), e3975, 2017 | 114 | 2017 |
| A general communication cost optimization framework for big data stream processing in geo-distributed data centers L Gu, D Zeng, S Guo, Y Xiang, J Hu IEEE Transactions on Computers 65 (1), 19-29, 2015 | 111 | 2015 |
| Intelligent VNF orchestration and flow scheduling via model-assisted deep reinforcement learning L Gu, D Zeng, W Li, S Guo, AY Zomaya, H Jin IEEE Journal on Selected Areas in Communications 38 (2), 279-291, 2019 | 109 | 2019 |
| An SDN-based architecture for next-generation wireless networks K Wang, Y Wang, D Zeng, S Guo IEEE Wireless Communications 24 (1), 25-31, 2017 | 109 | 2017 |
| Vehicular cloud computing: A survey L Gu, D Zeng, S Guo 2013 IEEE Globecom Workshops (GC Wkshps), 403-407, 2013 | 105 | 2013 |
Song GuoChair Professor of CSE, HKUSTVerified email at cse.ust.hk
