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ORCIDZhi Zhou 0006
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Publications
- 2025
[j78]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)- [c60]Tao Ouyang, Guihang Hong, Kongyange Zhao, Zhi Zhou, Weigang Wu, Zhaobiao Lv, Xu Chen:
AdaRAG: Adaptive Optimization for Retrieval Augmented Generation with Multilevel Retrievers at the Edge. INFOCOM 2025: 1-10 - 2024
- [j69]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) - [j67]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) - [c51]Ke Luo, Shengyuan Ye, Tao Ouyang, Zhi Zhou:
MEGA: Mesh-Aligned 3DGS Towards Geometry-Preserving Online Reconstruction. NPC (1) 2024: 396-408 - [i31]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
- [j62]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) - [j60]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) - [j55]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) - [c49]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 - [c48]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 - [c47]Ke Luo, Tao Ouyang, Zhi Zhou, Xu Chen:
Behavior Tree-based Workflow Modeling and Scheduling for Serverless Edge Computing. ICDCS 2023: 955-956 - [c43]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 - [c37]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 - [i30]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) - [i27]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) - 2021
- [c31]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 - 2019
- [c18]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 - [c15]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
- [j12]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) - [c9]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)
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