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Tao Ouyang
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2020 – today
- 2025
- [j12]Ke Luo, Kongyange Zhao, Tao Ouyang, Xiaoxi Zhang, Zhi Zhou, Hao Wang, Xu Chen:
Efficient Coordination of Federated Learning and Inference Offloading at the Edge: A Proactive Optimization Paradigm. IEEE Trans. Mob. Comput. 24(1): 407-421 (2025) - [j11]Ting Li, Yinlong Liu, Tao Ouyang, Hangsheng Zhang, Kai Yang, Xu Zhang:
Multi-Hop Task Offloading and Relay Selection for IoT Devices in Mobile Edge Computing. IEEE Trans. Mob. Comput. 24(1): 466-481 (2025) - 2024
- [j10]Pu Wang, Tao Ouyang, Qiong Wu, Qianyi Huang, Jie Gong, Xu Chen:
Hydra: Hybrid-model federated learning for human activity recognition on heterogeneous devices. J. Syst. Archit. 147: 103052 (2024) - [j9]Rui Li, Tao Ouyang, Liekang Zeng, Guocheng Liao, Zhi Zhou, Xu Chen:
Online Optimization of DNN Inference Network Utility in Collaborative Edge Computing. IEEE/ACM Trans. Netw. 32(5): 4414-4426 (2024) - [j8]Tao Ouyang, Xu Chen, Liekang Zeng, Zhi Zhou:
Cost-Aware Dispersed Resource Probing and Offloading at the Edge: A User-Centric Online Layered Learning Approach. IEEE Trans. Serv. Comput. 17(6): 3270-3285 (2024) - [c17]Weidong Zhang, Erci Xu, Qiuping Wang, Xiaolu Zhang, Yuesheng Gu, Zhenwei Lu, Tao Ouyang, Guanqun Dai, Wenwen Peng, Zhe Xu, Shuo Zhang, Dong Wu, Yilei Peng, Tianyun Wang, Haoran Zhang, Jiasheng Wang, Wenyuan Yan, Yuanyuan Dong, Wenhui Yao, Zhongjie Wu, Lingjun Zhu, Chao Shi, Yinhu Wang, Rong Liu, Junping Wu, Jiaji Zhu, Jiesheng Wu:
What's the Story in EBS Glory: Evolutions and Lessons in Building Cloud Block Store. FAST 2024: 277-291 - [c16]Zhiwei Zhai, Liekang Zeng, Tao Ouyang, Shuai Yu, Qianyi Huang, Xu Chen:
SECO: Multi-Satellite Edge Computing Enabled Wide-Area and Real-Time Earth Observation Missions. INFOCOM 2024: 2548-2557 - [c15]Xinyuan Cao, Tao Ouyang, Kongyange Zhao, Yousheng Li, Xu Chen:
Efficient Multi-Task Asynchronous Federated Learning in Edge Computing. IWQoS 2024: 1-10 - [c14]Yousheng Li, Tao Ouyang, Xu Chen, Xinyuan Cao:
FedCarbon: Carbon-Efficient Federated Learning with Double Flexible Controls for Green Edge AI. IWQoS 2024: 1-10 - [i5]Rui Li, Tao Ouyang, Liekang Zeng, Guocheng Liao, Zhi Zhou, Xu Chen:
Online Optimization of DNN Inference Network Utility in Collaborative Edge Computing. CoRR abs/2406.19613 (2024) - 2023
- [j7]Ke Luo, Tao Ouyang, Zhi Zhou, Xu Chen:
BeeFlow: Behavior tree-based Serverless workflow modeling and scheduling for resource-constrained edge clusters. J. Syst. Archit. 143: 102968 (2023) - [j6]Tao Ouyang, Xu Chen, Zhi Zhou, Rui Li, Xin Tang:
Adaptive User-Managed Service Placement for Mobile Edge Computing via Contextual Multi-Armed Bandit Learning. IEEE Trans. Mob. Comput. 22(3): 1313-1326 (2023) - [j5]Guangjing Huang, Xu Chen, Tao Ouyang, Qian Ma, Lin Chen, Junshan Zhang:
Collaboration in Participant-Centric Federated Learning: A Game-Theoretical Perspective. IEEE Trans. Mob. Comput. 22(11): 6311-6326 (2023) - [j4]Qiong Wu, Xu Chen, Tao Ouyang, Zhi Zhou, Xiaoxi Zhang, Shusen Yang, Junshan Zhang:
HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association. IEEE Trans. Parallel Distributed Syst. 34(5): 1560-1579 (2023) - [c13]Jiajie Xie, Zhi Zhou, Tao Ouyang, Xiaoxi Zhang, Xu Chen:
Fair DNN Model Selection in Edge AI via A Cooperative Game Approach. ICDCS 2023: 383-394 - [c12]Shuomiao Su, Zhi Zhou, Tao Ouyang, Ruiting Zhou, Xu Chen:
Learning to Be Green: Carbon-Aware Online Control for Edge Intelligence with Colocated Learning and Inference. ICDCS 2023: 567-578 - [c11]Ke Luo, Tao Ouyang, Zhi Zhou, Xu Chen:
Behavior Tree-based Workflow Modeling and Scheduling for Serverless Edge Computing. ICDCS 2023: 955-956 - [c10]Tao Ouyang, Kongyange Zhao, Xiaoxi Zhang, Zhi Zhou, Xu Chen:
Dynamic Edge-centric Resource Provisioning for Online and Offline Services Co-location. INFOCOM 2023: 1-10 - [c9]Kongyange Zhao, Zhi Zhou, Tao Ouyang, Mingliao Zhao, Hao Wang, Xu Chen:
QoS-aware Resource Optimization for Hierarchical Cross-Edge Video Analytics. SECON 2023: 519-527 - [i4]Qiong Wu, Xu Chen, Tao Ouyang, Zhi Zhou, Xiaoxi Zhang, Shusen Yang, Junshan Zhang:
HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association. CoRR abs/2301.06447 (2023) - [i3]Ke Luo, Tao Ouyang, Zhi Zhou, Xu Chen:
BeeFlow: Behavior Tree-based Serverless Workflow Modeling and Scheduling for Resource-Constrained Edge Clusters. CoRR abs/2308.16517 (2023) - 2022
- [j3]Pu Wang, Tao Ouyang, Guocheng Liao, Jie Gong, Shuai Yu, Xu Chen:
Edge intelligence in motion: Mobility-aware dynamic DNN inference service migration with downtime in mobile edge computing. J. Syst. Archit. 130: 102664 (2022) - [c8]Qiuping Wang, Jinhong Li, Patrick P. C. Lee, Tao Ouyang, Chao Shi, Lilong Huang:
Separating Data via Block Invalidation Time Inference for Write Amplification Reduction in Log-Structured Storage. FAST 2022: 429-444 - [c7]Xiaoling Ling, Rui Li, Tao Ouyang, Xu Chen:
Time is Gold: A Time-Dependent Incentive Mechanism Design for Fast Federated Learning. ICCC 2022: 1038-1043 - [i2]Guangjing Huang, Xu Chen, Tao Ouyang, Qian Ma, Lin Chen, Junshan Zhang:
Collaboration in Participant-Centric Federated Learning: A Game-Theoretical Perspective. CoRR abs/2207.12030 (2022) - 2021
- [j2]Lei Shi, Jing Xu, Lunfei Wang, Jie Chen, Zhifeng Jin, Tao Ouyang, Juan Xu, Yuqi Fan:
Multijob Associated Task Scheduling for Cloud Computing Based on Task Duplication and Insertion. Wirel. Commun. Mob. Comput. 2021: 6631752:1-6631752:13 (2021) - [c6]Qian Wei, Tao Ouyang, Zhi Zhou, Xu Chen:
Flying MEC: Online Task Offloading, Trajectory Planning and Charging Scheduling for UAV-Assisted MEC. ICA3PP (1) 2021: 460-475 - [c5]Bo Wei, Yuqi Fan, Lunfei Wang, Tao Ouyang, Lei Shi:
Controller Placements for Optimizing Switch-to-Controller and Inter-controller Communication Latency in Software Defined Networks. WASA (1) 2021: 535-546
2010 – 2019
- 2019
- [c4]Yuqi Fan, Tao Ouyang:
Reliability-Aware Controller Placements in Software Defined Networks. HPCC/SmartCity/DSS 2019: 2133-2140 - [c3]Tao Ouyang, Rui Li, Xu Chen, Zhi Zhou, Xin Tang:
Adaptive User-managed Service Placement for Mobile Edge Computing: An Online Learning Approach. INFOCOM 2019: 1468-1476 - [c2]Tao Ouyang, Xu Chen, Liekang Zeng, Zhi Zhou:
Cost-Aware Edge Resource Probing for Infrastructure-Free Edge Computing: From Optimal Stopping to Layered Learning. RTSS 2019: 380-391 - 2018
- [j1]Tao Ouyang, Zhi Zhou, Xu Chen:
Follow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing. IEEE J. Sel. Areas Commun. 36(10): 2333-2345 (2018) - [c1]Tao Ouyang, Zhi Zhou, Xu Chen:
Follow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing. IWQoS 2018: 1-10 - [i1]Tao Ouyang, Zhi Zhou, Xu Chen:
Follow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing. CoRR abs/1809.05239 (2018)
Coauthor Index
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