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ORCIDZhi Zhou 0006
Person information
- affiliation: Sun Yat-sen University, School of Data and Computer Science, Guangzhou, China
Other persons with the same name
- Zhi Zhou — disambiguation page
- Zhi Zhou 0001 — Indiana University-Purdue University Indianapolis, Department of Electrical and Computer Engineering, IN, USA
- Zhi Zhou 0002
![[0000-0002-3439-0313]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-3439-0313")
— Hong Kong Polytechnic University, Hong Kong (and 2 more) - Zhi Zhou 0003 — Nanyang Technological University, School of Electrical and Electronic Engineering, Singapore
- Zhi Zhou 0004 — Hainan University, School of Civil and Architectural Engineering, Haikou, China (and 3 more)
- Zhi Zhou 0005 — University of Electronic Science and Technology of China, School of Electronic Engineering, Chengdu, China
- Zhi Zhou 0007 — Nanjing University, Key Laboratory for Novel Software Technology, Nanjing, China
- Zhi Zhou 0008 — Northwest University, School of Public Administration, Xi'an, China
- Zhi Zhou 0009 — Huazhong University of Science and Technology, Key Laboratory of Services Computing Technology and System, China
- Zhi Zhou 0010 — University of Washington, Department of Electrical Engineering, Seattle, WA, USA
- Zhi Zhou 0011 — Nanyang Technological University, School of Computer Engineering, Singapore
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2020 – today
- 2025
[j79]Aodong Chen, Fei Xu, Li Han, Yuan Dong, Li Chen, Zhi Zhou, Fangming Liu:
Opara: Exploiting Operator Parallelism for Expediting DNN Inference on GPUs. IEEE Trans. Computers 74(1): 325-333 (2025)- [j78]Rongkai Liu, Yuting Wu, Kongyange Zhao, Zhi Zhou, Xiang Gao, Xiancheng Lin, Xiaoxi Zhang, Xu Chen, Gang Lu:
Online Resource Provisioning and Batch Scheduling for AIoT Inference Serving in an XPU Edge Cloud. IEEE Trans. Emerg. Top. Comput. 13(1): 234-249 (2025) - [j77]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) - [j76]Rui Huang, Wushao Wen, Zhi Zhou, Chongwu Dong, Xu Chen:
MEC-Enabled Task Replication With Resource Allocation for Reliability-Sensitive Services in 5G mMTC Networks. IEEE Trans. Serv. Comput. 18(1): 253-269 (2025) - [i34]Bokeng Zheng, Bo Rao, Tianxiang Zhu, Chee Wei Tan, Jingpu Duan, Zhi Zhou, Xu Chen, Xiaoxi Zhang:
Online Location Planning for AI-Defined Vehicles: Optimizing Joint Tasks of Order Serving and Spatio-Temporal Heterogeneous Model Fine-Tuning. CoRR abs/2502.04399 (2025) - 2024
- [j75]Li Lin, Jiapeng Wu, Zhi Zhou, Jin Zhao, Peng Li, Jinbo Xiong:
Computing Power Networking Meets Blockchain: A Reputation-Enhanced Trading Framework for Decentralized IoT Cloud Services. IEEE Internet Things J. 11(10): 17082-17096 (2024) - [j74]Xiaoxi Zhang, Jinhang Zuo, Zhe Huang, Zhi Zhou, Xu Chen, Carlee Joe-Wong:
Learning With Side Information: Elastic Multi-Resource Control for the Open RAN. IEEE J. Sel. Areas Commun. 42(2): 295-309 (2024) - [j73]Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen:
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning With Static and Streaming Datasets. IEEE Trans. Mob. Comput. 23(7): 7664-7679 (2024) - [j72]Kongyange Zhao, Zhi Zhou, Lei Jiao, Shen Cai, Fei Xu, Xu Chen:
Taming Serverless Cold Start of Cloud Model Inference With Edge Computing. IEEE Trans. Mob. Comput. 23(8): 8111-8128 (2024) - [j71]Rui Huang, Wushao Wen, Zhi Zhou, Chongwu Dong, Cheng Qiao, Zhihong Tian, Xu Chen:
Dynamic Task Offloading for Multi-UAVs in Vehicular Edge Computing With Delay Guarantees: A Consensus ADMM-Based Optimization. IEEE Trans. Mob. Comput. 23(12): 13696-13712 (2024) - [j70]Liekang Zeng, Xu Chen, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou:
Serving Graph Neural Networks With Distributed Fog Servers for Smart IoT Services. IEEE/ACM Trans. Netw. 32(1): 550-565 (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) - [j68]Fei Xu, Xiyue Shen, Shuohao Lin, Li Chen, Zhi Zhou, Fen Xiao, Fangming Liu:
Tetris: Proactive Container Scheduling for Long-Term Load Balancing in Shared Clusters. IEEE Trans. Serv. Comput. 17(5): 2918-2930 (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) - [j66]Rui Huang, Wushao Wen, Xu Chen, Zhi Zhou, Qiangpu Chen, Chongwu Dong:
Joint Power Allocation and Task Replication for Reliability-Sensitive Services in NOMA-Enabled Vehicular Edge Computing. IEEE Trans. Veh. Technol. 73(3): 4178-4193 (2024) - [j65]Chongwu Dong, Yirui Tian, Zhi Zhou, Wushao Wen, Xu Chen:
Joint Power Allocation and Task Offloading for Reliability-Aware Services in NOMA-Enabled MEC. IEEE Trans. Wirel. Commun. 23(7): 7537-7551 (2024) - [c58]Ruiting Zhou, Ziyi Han, Yifan Zeng, Zhi Zhou, Libing Wu, Wei Wang:
SAFE: Intelligent Online Scheduling for Collaborative DNN Inference in Vehicular Network. CSCWD 2024: 3230-3236 - [c57]Chenyu Wang, Zhi Zhou, Xiaoxi Zhang, Xu Chen:
Bridging the Data Gap in Federated Preference Learning with AIGC. ICDCS 2024: 105-116 - [c56]Hao Bao, Zhi Zhou, Fei Xu, Xu Chen:
COUPLE: Orchestrating Video Analytics on Heterogeneous Mobile Processors. ICDE 2024: 1561-1574 - [c55]Bin Gao, Zhehui Wang, Zhuomin He, Tao Luo, Weng-Fai Wong, Zhi Zhou:
IMI: In-memory Multi-job Inference Acceleration for Large Language Models. ICPP 2024: 752-761 - [c54]Huaiguang Cai, Zhi Zhou, Qianyi Huang:
Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference. INFOCOM 2024: 1900-1909 - [c53]Jiabin Chen, Fei Xu, Yikun Gu, Li Chen, Fangming Liu, Zhi Zhou:
HarmonyBatch: Batching multi-SLO DNN Inference with Heterogeneous Serverless Functions. IWQoS 2024: 1-10 - [c52]Bo Rao, Xiaoxi Zhang, Tianxiang Zhu, Yufei You, Yihong Li, Jingpu Duan, Zhi Zhou, Xu Chen:
Can You Do Both? Balancing Order Serving and Crowdsensing for Ride-Hailing Vehicles. IWQoS 2024: 1-6 - [c51]Ke Luo, Shengyuan Ye, Tao Ouyang, Zhi Zhou:
MEGA: Mesh-Aligned 3DGS Towards Geometry-Preserving Online Reconstruction. NPC (1) 2024: 396-408 - [i33]Jiabin Chen, Fei Xu, Yikun Gu, Li Chen, Fangming Liu, Zhi Zhou:
HarmonyBatch: Batching multi-SLO DNN Inference with Heterogeneous Serverless Functions. CoRR abs/2405.05633 (2024) - [i32]Huaiguang Cai, Zhi Zhou, Qianyi Huang:
Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference. CoRR abs/2405.16029 (2024) - [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
- [j64]Huirong Ma, Rui Li, Xiaoxi Zhang, Zhi Zhou, Xu Chen:
Reliability-Aware Online Scheduling for DNN Inference Tasks in Mobile-Edge Computing. IEEE Internet Things J. 10(13): 11453-11464 (2023) - [j63]Huirong Ma, Zhi Zhou, Xiaoxi Zhang, Xu Chen:
Toward Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets. IEEE Internet Things J. 10(18): 16637-16649 (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) - [j61]Liekang Zeng, Chongyu Yang, Peng Huang, Zhi Zhou, Shuai Yu, Xu Chen:
GNN at the Edge: Cost-Efficient Graph Neural Network Processing Over Distributed Edge Servers. IEEE J. Sel. Areas Commun. 41(3): 720-739 (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) - [j59]Song Yang, Fan Li, Zhi Zhou, Xu Chen, Yu Wang, Xiaoming Fu:
Online Control of Service Function Chainings Across Geo-Distributed Datacenters. IEEE Trans. Mob. Comput. 22(6): 3558-3571 (2023) - [j58]Kongyange Zhao, Zhi Zhou, Xu Chen, Ruiting Zhou, Xiaoxi Zhang, Shuai Yu, Di Wu:
EdgeAdaptor: Online Configuration Adaption, Model Selection and Resource Provisioning for Edge DNN Inference Serving at Scale. IEEE Trans. Mob. Comput. 22(10): 5870-5886 (2023) - [j57]Zhi Zhou, Dusit Niyato, Zehui Xiong, Xiaowen Gong, Walid Saad, Xiaoming Fu:
Guest Editorial The Nexus Between Edge Computing and AI for 6G Networks. IEEE Trans. Netw. Sci. Eng. 10(3): 1186-1189 (2023) - [j56]Fei Xu, Jianian Xu, Jiabin Chen, Li Chen, Ruitao Shang, Zhi Zhou, Fangming Liu:
iGniter: Interference-Aware GPU Resource Provisioning for Predictable DNN Inference in the Cloud. IEEE Trans. Parallel Distributed Syst. 34(3): 812-827 (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) - [j54]Li Lin, Yuhang Chen, Zhi Zhou, Peng Li, Jinbo Xiong:
When MetaVerse Meets Computing Power Networking: An Energy-Efficient Framework For Service Placement. IEEE Wirel. Commun. 30(5): 76-85 (2023) - [c50]Shen Cai, Zhi Zhou, Kongyange Zhao, Xu Chen:
Cost-Efficient Serverless Inference Serving with Joint Batching and Multi-Processing. APSys 2023: 43-49 - [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 - [c46]Jing Peng, Zhi Zhou, Kongyange Zhao, Huirong Ma, Xu Chen:
Cost-Efficient Cloud-Edge Video Analytics with Hybird IaaS and FaaS Resources. ICPADS 2023: 2515-2522 - [c45]Qingyuan Wang, Bin Gao, Zhi Zhou, Fei Xu, Chenghao Ouyang:
DAG-Aware Optimization for Geo-Distributed Data Analytics. ICPP 2023: 472-481 - [c44]Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen:
Federated Learning at the Edge: An Interplay of Mini-batch Size and Aggregation Frequency. INFOCOM Workshops 2023: 1-6 - [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 - [c42]Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen:
AdaCoOpt: Leverage the Interplay of Batch Size and Aggregation Frequency for Federated Learning. IWQoS 2023: 1-10 - [c41]Ruitao Shang, Fei Xu, Zhuoyan Bai, Li Chen, Zhi Zhou, Fangming Liu:
spotDNN: Provisioning Spot Instances for Predictable Distributed DNN Training in the Cloud. IWQoS 2023: 1-10 - [c40]Tianxiang Zhu, Xiaoxi Zhang, Jingpu Duan, Zhi Zhou, Xu Chen:
A Budget-aware Incentive Mechanism for Vehicle-to-Grid via Reinforcement Learning. IWQoS 2023: 1-10 - [c39]Hao Bao, Zhi Zhou, Jiajie Xie, Qianyi Huang, Fei Xu, Xu Chen:
COUPLE: Accelerating Video Analytics on Heterogeneous Mobile Processors. MobiCom 2023: 142:1-142:3 - [c38]Tianyu Zeng, Xiaoxi Zhang, Daipeng Feng, Jingpu Duan, Zhi Zhou, Xu Chen:
RLink: Accelerate On-Device Deep Reinforcement Learning with Inference Knowledge at the Edge. MSN 2023: 628-635 - [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 - [c36]Xiancheng Lin, Rongkai Liu, Jiajie Xie, Qian Wei, Zhi Zhou, Xu Chen, Zhilan Huang, Gang Lu:
Online Scheduling of CPU-NPU Co-inference for Edge AI Tasks. WCNC 2023: 1-6 - [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) - [i29]Huirong Ma, Zhi Zhou, Xiaoxi Zhang, Xu Chen:
Towards Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets. CoRR abs/2304.11374 (2023) - [i28]Liekang Zeng, Xu Chen, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou:
Serving Graph Neural Networks With Distributed Fog Servers For Smart IoT Services. CoRR abs/2307.01684 (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) - [i26]Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen:
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset. CoRR abs/2310.14906 (2023) - [i25]Aodong Chen, Fei Xu, Li Han, Yuan Dong, Li Chen, Zhi Zhou, Fangming Liu:
Opara: Exploiting Operator Parallelism for Expediting DNN Inference on GPUs. CoRR abs/2312.10351 (2023) - 2022
- [j53]Lin Jia, Zhi Zhou, Fei Xu, Hai Jin:
Cost-Efficient Continuous Edge Learning for Artificial Intelligence of Things. IEEE Internet Things J. 9(10): 7325-7337 (2022) - [j52]Peng Huang, Liekang Zeng, Xu Chen, Ke Luo, Zhi Zhou, Shuai Yu:
Edge Robotics: Edge-Computing-Accelerated Multirobot Simultaneous Localization and Mapping. IEEE Internet Things J. 9(15): 14087-14102 (2022) - [j51]Fei Xu, Yiling Qin, Li Chen, Zhi Zhou, Fangming Liu:
λDNN: Achieving Predictable Distributed DNN Training With Serverless Architectures. IEEE Trans. Computers 71(2): 450-463 (2022) - [j50]Rui Li, Zhi Zhou, Xu Chen, Qing Ling:
Resource Price-Aware Offloading for Edge-Cloud Collaboration: A Two-Timescale Online Control Approach. IEEE Trans. Cloud Comput. 10(1): 648-661 (2022) - [j49]Kaiwen He, Xu Chen, Qiong Wu, Shuai Yu, Zhi Zhou:
Graph Attention Spatial-Temporal Network With Collaborative Global-Local Learning for Citywide Mobile Traffic Prediction. IEEE Trans. Mob. Comput. 21(4): 1244-1256 (2022) - [j48]Ruiting Zhou, Xueying Zhang, Shixin Qin, John C. S. Lui, Zhi Zhou, Hao Huang, Zongpeng Li:
Online Task Offloading for 5G Small Cell Networks. IEEE Trans. Mob. Comput. 21(6): 2103-2115 (2022) - [j47]Qiong Wu, Xu Chen, Zhi Zhou, Junshan Zhang:
FedHome: Cloud-Edge Based Personalized Federated Learning for In-Home Health Monitoring. IEEE Trans. Mob. Comput. 21(8): 2818-2832 (2022) - [j46]Bin Gao, Zhi Zhou, Fangming Liu, Fei Xu, Bo Li:
An Online Framework for Joint Network Selection and Service Placement in Mobile Edge Computing. IEEE Trans. Mob. Comput. 21(11): 3836-3851 (2022) - [j45]Rui Li, Zhi Zhou, Xiaoxi Zhang, Xu Chen:
Joint Application Placement and Request Routing Optimization for Dynamic Edge Computing Service Management. IEEE Trans. Parallel Distributed Syst. 33(12): 4581-4596 (2022) - [j44]Huirong Ma, Peng Huang, Zhi Zhou, Xiaoxi Zhang, Xu Chen:
GreenEdge: Joint Green Energy Scheduling and Dynamic Task Offloading in Multi-Tier Edge Computing Systems. IEEE Trans. Veh. Technol. 71(4): 4322-4335 (2022) - [c35]Qian Wei, Zhi Zhou, Xu Chen:
DRL-Based Energy-Efficient Trajectory Planning, Computation Offloading, and Charging Scheduling in UAV-MEC Network. ICCC 2022: 1056-1061 - [c34]Jialuo Cui, Qiong Wu, Zhi Zhou, Xu Chen:
FedBranch: Heterogeneous Federated Learning via Multi-Branch Neural Network. ICCC 2022: 1101-1106 - [c33]Mingliao Zhao, Kongyange Zhao, Zhi Zhou, Xu Chen:
Edge Resource Autoscaling for Hierarchical Federated Learning Over Public Edge Platforms. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 806-814 - [c32]Liekang Zeng, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou, Xu Chen:
Fograph: Enabling Real-Time Deep Graph Inference with Fog Computing. WWW 2022: 1774-1784 - [i24]Zhengqi Zhang, Zhidong Zhang, Zhi Zhou:
Identification of potential in diffusion equations from terminal observation: analysis and discrete approximation. CoRR abs/2201.01563 (2022) - [i23]Zhengqi Zhang, Zhi Zhou:
Stability and numerical analysis of backward problem for subdiffusion with time-dependent coefficients. CoRR abs/2207.13893 (2022) - [i22]Liekang Zeng, Chongyu Yang, Peng Huang, Zhi Zhou, Shuai Yu, Xu Chen:
GNN at the Edge: Cost-Efficient Graph Neural Network Processing over Distributed Edge Servers. CoRR abs/2210.17281 (2022) - [i21]Fei Xu, Jianian Xu, Jiabin Chen, Li Chen, Ruitao Shang, Zhi Zhou, Fangming Liu:
iGniter: Interference-Aware GPU Resource Provisioning for Predictable DNN Inference in the Cloud. CoRR abs/2211.01713 (2022) - 2021
- [j43]Qiang Qi, Fei Xu, Li Chen, Zhi Zhou:
Rationing bandwidth resources for mitigating network resource contention in distributed DNN training clusters. CCF Trans. High Perform. Comput. 3(2): 171-185 (2021) - [j42]Deze Zeng, Ruidong Li, Zhi Zhou, Ruiting Zhou, Rami Langar, Md. Zakirul Alam Bhuiyan:
Editorial for Special Issue on Flexible Cloud and Edge for Internet-of-Things. Trans. Emerg. Telecommun. Technol. 32(8) (2021) - [j41]Shuai Yu, Xu Chen, Zhi Zhou, Xiaowen Gong, Di Wu:
When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multitimescale Resource Management for Multiaccess Edge Computing in 5G Ultradense Network. IEEE Internet Things J. 8(4): 2238-2251 (2021) - [j40]Hai Jin, Lin Jia, Zhi Zhou:
Boosting Edge Intelligence With Collaborative Cross-Edge Analytics. IEEE Internet Things J. 8(4): 2444-2458 (2021) - [j39]Rui Li, Qian Ma, Jie Gong, Zhi Zhou, Xu Chen:
Age of Processing: Age-Driven Status Sampling and Processing Offloading for Edge-Computing-Enabled Real-Time IoT Applications. IEEE Internet Things J. 8(19): 14471-14484 (2021) - [j38]Xinyang Liu, Zhuoyuan Zheng, I. Esra Büyüktahtakin, Zhi Zhou, Pingfeng Wang:
Battery asset management with cycle life prognosis. Reliab. Eng. Syst. Saf. 216: 107948 (2021) - [j37]Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang:
CoEdge: Cooperative DNN Inference With Adaptive Workload Partitioning Over Heterogeneous Edge Devices. IEEE/ACM Trans. Netw. 29(2): 595-608 (2021) - [j36]Qiong Wu, Xu Chen, Zhi Zhou, Liang Chen, Junshan Zhang:
Deep Reinforcement Learning With Spatio-Temporal Traffic Forecasting for Data-Driven Base Station Sleep Control. IEEE/ACM Trans. Netw. 29(2): 935-948 (2021) - [j35]Siqi Luo, Xu Chen, Zhi Zhou, Shuai Yu:
Fog-Enabled Joint Computation, Communication and Caching Resource Sharing for Energy-Efficient IoT Data Stream Processing. IEEE Trans. Veh. Technol. 70(4): 3715-3730 (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 - [c30]Peng Huang, Liekang Zeng, Ke Luo, Jinhong Guo, Zhi Zhou, Xu Chen:
ColaSLAM: Real-Time Multi-Robot Collaborative Laser SLAM via Edge Computing. ICCC 2021: 242-247 - [c29]Zhi Zhou, Ke Luo, Xu Chen:
Deep Reinforcement Learning for Intelligent Cloud Resource Management. INFOCOM Workshops 2021: 1-6 - [i20]Qiong Wu, Xu Chen, Zhi Zhou, Liang Chen, Junshan Zhang:
Deep Reinforcement Learning with Spatio-temporal Traffic Forecasting for Data-Driven Base Station Sleep Control. CoRR abs/2101.08391 (2021) - [i19]Zhengqi Zhang, Zhi Zhou:
Backward diffusion-wave problem: stability, regularization and approximation. CoRR abs/2109.07114 (2021) - [i18]Peng Huang, Liekang Zeng, Xu Chen, Ke Luo, Zhi Zhou, Shuai Yu:
Edge Robotics: Edge-Computing-Accelerated Multi-Robot Simultaneous Localization and Mapping. CoRR abs/2112.13222 (2021) - 2020
- [b1]Sen Lin, Zhi Zhou, Zhaofeng Zhang, Xu Chen, Junshan Zhang:
Edge Intelligence in the Making: Optimization, Deep Learning, and Applications. Synthesis Lectures on Learning, Networks, and Algorithms, Morgan & Claypool Publishers 2020, ISBN 978-3-031-01252-5 - [j34]Ziming Zeng, Zhi Zhou, Xiangming Mu:
User review helpfulness assessment based on sentiment analysis. Electron. Libr. 38(2): 337-351 (2020) - [j33]Zhi Zhou, Shuai Yu, Wuhui Chen, Xu Chen:
CE-IoT: Cost-Effective Cloud-Edge Resource Provisioning for Heterogeneous IoT Applications. IEEE Internet Things J. 7(9): 8600-8614 (2020) - [j32]Zhi Zhou, Song Yang, Lingjun Pu, Shuai Yu:
CEFL: Online Admission Control, Data Scheduling, and Accuracy Tuning for Cost-Efficient Federated Learning Across Edge Nodes. IEEE Internet Things J. 7(10): 9341-9356 (2020) - [j31]Jieli Yin, Yali Fan, Tong Xia, Yong Li, Xiang Chen, Zhi Zhou, Xu Chen:
Mobile App Usage Patterns Aware Smart Data Pricing. IEEE J. Sel. Areas Commun. 38(4): 645-654 (2020) - [j30]Qiong Wu, Muhong Wu, Xu Chen, Zhi Zhou, Kaiwen He, Liang Chen:
DeepCP: Deep Learning Driven Cascade Prediction-Based Autonomous Content Placement in Closed Social Network. IEEE J. Sel. Areas Commun. 38(7): 1570-1583 (2020) - [j29]Deyin Liu, Xu Chen, Zhi Zhou, Qing Ling:
HierTrain: Fast Hierarchical Edge AI Learning With Hybrid Parallelism in Mobile-Edge-Cloud Computing. IEEE Open J. Commun. Soc. 1: 634-645 (2020) - [j28]Zhi Zhou, Fangming Liu, Shutong Chen, Zongpeng Li:
A Truthful and Efficient Incentive Mechanism for Demand Response in Green Datacenters. IEEE Trans. Parallel Distributed Syst. 31(1): 1-15 (2020) - [j27]En Li, Liekang Zeng, Zhi Zhou, Xu Chen:
Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing. IEEE Trans. Wirel. Commun. 19(1): 447-457 (2020) - [j26]Siqi Luo, Xu Chen, Zhi Zhou, Xiang Chen, Weigang Wu:
Incentive-Aware Micro Computing Cluster Formation for Cooperative Fog Computing. IEEE Trans. Wirel. Commun. 19(4): 2643-2657 (2020) - [j25]Huirong Ma, Zhi Zhou, Xu Chen:
Leveraging the Power of Prediction: Predictive Service Placement for Latency-Sensitive Mobile Edge Computing. IEEE Trans. Wirel. Commun. 19(10): 6454-6468 (2020) - [j24]Siqi Luo, Xu Chen, Qiong Wu, Zhi Zhou, Shuai Yu:
HFEL: Joint Edge Association and Resource Allocation for Cost-Efficient Hierarchical Federated Edge Learning. IEEE Trans. Wirel. Commun. 19(10): 6535-6548 (2020) - [c28]Wen Fan, Ke Luo, Shuai Yu, Zhi Zhou, Xu Chen:
AoI-driven Fresh Situation Awareness by UAV Swarm: Collaborative DRL-based Energy-Efficient Trajectory Control and Data Processing. ICCC 2020: 841-846 - [c27]Xueying Zhang, Ruiting Zhou, Zhi Zhou, John C. S. Lui, Zongpeng Li:
An Online Learning-Based Task Offloading Framework for 5G Small Cell Networks. ICPP 2020: 29:1-29:11 - [c26]Guobin Shen, Jindong Li, Zhi Zhou, Xiang Chen:
FPGA-Based Neural Network Acceleration for Handwritten Digit Recognition. IoTaaS 2020: 182-195 - [i17]Yuan Yi, Wei Xie, Zhi Zhou, Keqi Wang:
Data-Driven Stochastic Optimization for Power Grids Scheduling under High Wind Penetration. CoRR abs/2002.00275 (2020) - [i16]Siqi Luo, Xu Chen, Qiong Wu, Zhi Zhou, Shuai Yu:
HFEL: Joint Edge Association and Resource Allocation for Cost-Efficient Hierarchical Federated Edge Learning. CoRR abs/2002.11343 (2020) - [i15]Qiong Wu, Muhong Wu, Xu Chen, Zhi Zhou, Kaiwen He, Liang Chen:
DeepCP: Deep Learning Driven Cascade Prediction Based Autonomous Content Placement in Closed Social Network. CoRR abs/2003.03971 (2020) - [i14]Deyin Liu, Xu Chen, Zhi Zhou, Qing Ling:
HierTrain: Fast Hierarchical Edge AI Learning with Hybrid Parallelism in Mobile-Edge-Cloud Computing. CoRR abs/2003.09876 (2020) - [i13]Rui Li, Qian Ma, Jie Gong, Zhi Zhou, Xu Chen:
Age of Processing: Age-driven Status Sampling and Processing Offloading for Edge Computing-enabled Real-time IoT Applications. CoRR abs/2003.10916 (2020) - [i12]Huirong Ma, Zhi Zhou, Xu Chen:
Leveraging the Power of Prediction: Predictive Service Placement for Latency-Sensitive Mobile Edge Computing. CoRR abs/2006.09710 (2020) - [i11]Shuonan Wu, Zhi Zhou:
Parallel-in-time high-order BDF schemes for diffusion and subdiffusion equations. CoRR abs/2007.13125 (2020) - [i10]Zhengqi Zhang, Zhi Zhou:
Numerical Analysis of Backward Subdiffusion Problems. CoRR abs/2007.16134 (2020) - [i9]Shuai Yu, Xu Chen, Zhi Zhou, Xiaowen Gong, Di Wu:
When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network. CoRR abs/2009.10601 (2020) - [i8]Xinyang Liu, Pingfeng Wang, Esra Büyüktahtakin Toy, Zhi Zhou:
Battery Asset Management with Cycle Life Prognosis. CoRR abs/2011.14903 (2020) - [i7]Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang:
CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices. CoRR abs/2012.03257 (2020) - [i6]Qiong Wu, Xu Chen, Zhi Zhou, Junshan Zhang:
FedHome: Cloud-Edge based Personalized Federated Learning for In-Home Health Monitoring. CoRR abs/2012.07450 (2020)
2010 – 2019
- 2019
- [j23]Wenpeng Wang, Zhi Zhou, S. A. Edalatpanah, Seyyed Esmaeil Najafi:
A new Approach for the Modulus-Based Matrix Splitting Algorithms. IEEE Access 7: 100143-100146 (2019) - [j22]Zhenglong Xia, Zhi Zhou, Josep M. Guerrero, Qiang Zhao:
New Design of PI Regulator Circuit Based on Three-Terminal Memristors. IEEE Access 7: 127703-127712 (2019) - [j21]Junkai Liu, Ke Luo, Zhi Zhou, Xu Chen:
ERP: Edge Resource Pooling for Data Stream Mobile Computing. IEEE Internet Things J. 6(3): 4355-4368 (2019) - [j20]Qiong Wu, Xu Chen, Zhi Zhou, Liang Chen:
Mobile Social Data Learning for User-Centric Location Prediction With Application in Mobile Edge Service Migration. IEEE Internet Things J. 6(5): 7737-7747 (2019) - [j19]Zhi Zhou, Qiong Wu, Xu Chen:
Online Orchestration of Cross-Edge Service Function Chaining for Cost-Efficient Edge Computing. IEEE J. Sel. Areas Commun. 37(8): 1866-1880 (2019) - [j18]Liekang Zeng, En Li, Zhi Zhou, Xu Chen:
Boomerang: On-Demand Cooperative Deep Neural Network Inference for Edge Intelligence on the Industrial Internet of Things. IEEE Netw. 33(5): 96-103 (2019) - [j17]Zhi Zhou, Xu Chen, En Li, Liekang Zeng, Ke Luo, Junshan Zhang:
Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing. Proc. IEEE 107(8): 1738-1762 (2019) - [j16]Yung William Sasy Chan, Zhi Zhou, Wanqiu Liu, Jinping Ou:
OFBG-Based Smart Double-Skin Tubular Confined-Concrete Column with Basalt FRP-Steel Composite. Sensors 19(16): 3572 (2019) - [j15]Gongwei Xiao, Muhong Wu, Qian Shi, Zhi Zhou, Xu Chen:
DeepVR: Deep Reinforcement Learning for Predictive Panoramic Video Streaming. IEEE Trans. Cogn. Commun. Netw. 5(4): 1167-1177 (2019) - [j14]Fei Xu, Haoyue Zheng, Huan Jiang, Wujie Shao, Haikun Liu, Zhi Zhou:
Cost-Effective Cloud Server Provisioning for Predictable Performance of Big Data Analytics. IEEE Trans. Parallel Distributed Syst. 30(5): 1036-1051 (2019) - [c25]Gongwei Xiao, Xu Chen, Muhong Wu, Zhi Zhou:
Deep reinforcement learning-driven intelligent panoramic video bitrate adaptation. ACM TUR-C 2019: 41:1-41:5 - [c24]Kaiwen He, Yufen Huang, Xu Chen, Zhi Zhou, Shuai Yu:
Graph Attention Spatial-Temporal Network for Deep Learning Based Mobile Traffic Prediction. GLOBECOM 2019: 1-6 - [c23]Huirong Ma, Zhi Zhou, Xu Chen:
Predictive Service Placement in Mobile Edge Computing. ICCC 2019: 792-797 - [c22]Siqi Luo, Xu Chen, Zhi Zhou:
F3C: Fog-enabled Joint Computation, Communication and Caching Resource Sharing for Energy-Efficient IoT Data Stream Processing. ICDCS 2019: 1019-1028 - [c21]Zhi Zhou:
GreenEdge: Greening Edge Datacenters with Energy-Harvesting IoT Devices. ICNP 2019: 1-6 - [c20]Haoyue Zheng, Fei Xu, Li Chen, Zhi Zhou, Fangming Liu:
Cynthia: Cost-Efficient Cloud Resource Provisioning for Predictable Distributed Deep Neural Network Training. ICPP 2019: 86:1-86:11 - [c19]Bin Gao, Zhi Zhou, Fangming Liu, Fei Xu:
Winning at the Starting Line: Joint Network Selection and Service Placement for Mobile Edge Computing. INFOCOM 2019: 1459-1467 - [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 - [c17]Zhi Zhou, Xu Chen, Weigang Wu, Di Wu, Junshan Zhang:
Predictive Online Server Provisioning for Cost-Efficient IoT Data Streaming Across Collaborative Edges. MobiHoc 2019: 321-330 - [c16]Zhi Zhou, Xu Chen:
On-demand Privacy Preservation for Cost-Efficient Edge Intelligence Model Training. ProvSec 2019: 321-329 - [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 - [c14]Siyang Wang, Weigang Wu, Zhi Zhou:
Varied Priority-Based Data Forwarding via NDN in VANET. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 574-581 - [i5]Zhi Zhou, Xu Chen, En Li, Liekang Zeng, Ke Luo, Junshan Zhang:
Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing. CoRR abs/1905.10083 (2019) - [i4]En Li, Liekang Zeng, Zhi Zhou, Xu Chen:
Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing. CoRR abs/1910.05316 (2019) - 2018
- [j13]Zhi Zhou, Hsien-Chi Kuo, Hanchuan Peng, Fuhui Long:
DeepNeuron: an open deep learning toolbox for neuron tracing. Brain Informatics 5(2): 3 (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) - [j11]Xu Chen, Zhi Zhou, Weigang Wu, Di Wu, Junshan Zhang:
Socially-Motivated Cooperative Mobile Edge Computing. IEEE Netw. 32(6): 177-183 (2018) - [j10]Shutong Chen, Zhi Zhou, Fangming Liu, Zongpeng Li, Shaolei Ren:
CloudHeat: An Efficient Online Market Mechanism for Datacenter Heat Harvesting. ACM Trans. Model. Perform. Evaluation Comput. Syst. 3(3): 11:1-11:31 (2018) - [j9]Xu Chen, Wenzhong Li, Sanglu Lu, Zhi Zhou, Xiaoming Fu:
Efficient Resource Allocation for On-Demand Mobile-Edge Cloud Computing. IEEE Trans. Veh. Technol. 67(9): 8769-8780 (2018) - [c13]Chao Wang, Weixun Chen, Min Liu, Zhi Zhou:
Automatic 3D Neuron Tracing Based on Terminations Detection. BIBM 2018: 1027-1030 - [c12]Qiong Wu, Xu Chen, Zhi Zhou, Liang Chen:
User-Centric Location Prediction in Mobile Social Networks: A Factor Graph Learning Approach. GLOBECOM 2018: 1-6 - [c11]Fei Xu, Shuai Yang, Zhi Zhou, Jia Rao:
eBrowser: Making Human-Mobile Web Interactions Energy Efficient with Event Rate Learning. ICDCS 2018: 523-533 - [c10]Siqi Luo, Zhi Zhou, Xiang Chen, Weigang Wu:
Dewing in Fog: Incentive-Aware Micro Computing Cluster Formation for Fog Computing. ICPADS 2018: 722-729 - [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 - [c8]En Li, Zhi Zhou, Xu Chen:
Edge Intelligence: On-Demand Deep Learning Model Co-Inference with Device-Edge Synergy. MECOMM@SIGCOMM 2018: 31-36 - [c7]Lin Jia, Zhi Zhou, Hai Jin:
Optimizing the Performance-Cost Tradeoff in Cross-Edge Analytics. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018: 564-571 - [c6]Junkai Liu, Ke Luo, Zhi Zhou, Xu Chen:
A D2D offloading approach to efficient mobile edge resource pooling. WiOpt 2018: 1-6 - [c5]Yuan Yi, Wei Xie, Zhi Zhou:
Simulation-based stochastic Programming to Guide Real-Time Scheduling for Smart Power Grids under Cyber Attacks. WSC 2018: 1180-1191 - [i3]Xu Chen, Wenzhong Li, Sanglu Lu, Zhi Zhou, Xiaoming Fu:
Efficient Resource Allocation for On-Demand Mobile-Edge Cloud Computing. CoRR abs/1806.03124 (2018) - [i2]En Li, Zhi Zhou, Xu Chen:
Edge Intelligence: On-Demand Deep Learning Model Co-Inference with Device-Edge Synergy. CoRR abs/1806.07840 (2018) - [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) - 2017
- [j8]Ching-Wei Wang, Yu-Ching Lee, Hilmil Pradana, Zhi Zhou, Hanchuan Peng:
Ensemble Neuron Tracer for 3D Neuron Reconstruction. Neuroinformatics 15(2): 185-198 (2017) - [j7]Nita Yodo, Pingfeng Wang, Zhi Zhou:
Predictive Resilience Analysis of Complex Systems Using Dynamic Bayesian Networks. IEEE Trans. Reliab. 66(3): 761-770 (2017) - [c4]Ye Wang, Yuanjiang Huang, Wu Zheng, Zhi Zhou, Debin Liu, Mi Lu:
Combining convolutional neural network and self-adaptive algorithm to defeat synthetic multi-digit text-based CAPTCHA. ICIT 2017: 980-985 - 2016
- [j6]Xiaodong Sun, Shuai Luo, Zhi Zhou, Long Chen, Zebin Yang:
Performance Analysis and Comparison of Surface and Interior Bearingless Permanent Magnet Synchronous Motors. J. Low Power Electron. 12(3): 267-276 (2016) - [j5]Zhi Zhou, Fangming Liu, Zongpeng Li:
Bilateral Electricity Trade Between Smart Grids and Green Datacenters: Pricing Models and Performance Evaluation. IEEE J. Sel. Areas Commun. 34(12): 3993-4007 (2016) - [j4]Zhi Zhou, Xiaoxiao Liu, Brian Long, Hanchuan Peng:
TReMAP: Automatic 3D Neuron Reconstruction Based on Tracing, Reverse Mapping and Assembling of 2D Projections. Neuroinformatics 14(1): 41-50 (2016) - [j3]Dongsheng Yu, Zhi Zhou, Herbert Ho-Ching Iu, Tyrone Fernando, Yihua Hu:
A Coupled Memcapacitor Emulator-Based Relaxation Oscillator. IEEE Trans. Circuits Syst. II Express Briefs 63-II(12): 1101-1105 (2016) - [j2]Zhi Zhou, Fangming Liu, Ruolan Zou, Jiangchuan Liu, Hong Xu, Hai Jin:
Carbon-Aware Online Control of Geo-Distributed Cloud Services. IEEE Trans. Parallel Distributed Syst. 27(9): 2506-2519 (2016) - [c3]Jie Yin, Heqing Yin, Siqi Liu, Zhi Zhou, Xiaoliang Chen, Zuqing Zhu:
On-Demand and Reliable vSD-EON Provisioning with Correlated Data and Control Plane Embedding. GLOBECOM 2016: 1-6 - [c2]Dongsheng Yu, Zhi Zhou, Herbert H. C. Iu, Tyrone Fernando:
A coupled memcapacitor emulator based relaxation oscillator. ISCAS 2016: 2895 - [c1]Zhi Zhou, Yong-sheng Zhu:
Research on The underwater vehicle radiated noise model and the linear spectrum extraction method. URAI 2016: 819-823 - 2015
- [j1]Zhi Zhou, Staci A. Sorensen, Hongkui Zeng, Michael Hawrylycz, Hanchuan Peng:
Adaptive Image Enhancement for Tracing 3D Morphologies of Neurons and Brain Vasculatures. Neuroinformatics 13(2): 153-166 (2015)
Coauthor Index
[j78] [j77] [j76] [i34] [j74] [j73] [j72] [j71] [j70] [j69] [j67] [j66] [j65] [c57] [c56] [c52] [i31] [j64] [j63] [j62] [j61] [j60] [j59] [j58] [j55] [c50] [c49] [c48] [c47] [c46] [c44] [c43] [c42] [c40] [c39] [c38] [c37] [c36] [i30] [i29] [i28] [i27] [i26] [j52] [j50] [j49] [j47] [j45] [j44] [c35] [c34] [c33] [c32] [i22] [j41] [j39] [j37] [j36] [j35] [c31] [c30] [c29] [i20] [i18] [b1] [j33] [j31] [j30] [j29] [j27] [j26] [j25] [j24] [c28] [i16] [i15] [i14] [i13] [i12] [i9] [i7] [i6] [j21] [j20] [j19] [j18] [j17] [j15] [c25] [c24] [c23] [c22] [c18] [c17] [c16] [c15] [i5] [i4] [j12] [j11] [j9] [c12] [c9] [c8] [c6] [i3] [i2] [i1]
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