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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
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2020 – today
- 2023
[j62]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)- [j61]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) - [j60]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) - [j59]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) - [j58]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) - [j57]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) - [j56]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) - [j55]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) - [j54]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) - [c37]Shen Cai, Zhi Zhou, Kongyange Zhao, Xu Chen:
Cost-Efficient Serverless Inference Serving with Joint Batching and Multi-Processing. APSys 2023: 43-49 - [c36]Qingyuan Wang, Bin Gao, Zhi Zhou, Fei Xu, Chenghao Ouyang:
DAG-Aware Optimization for Geo-Distributed Data Analytics. ICPP 2023: 472-481 - [c35]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 - [c34]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 - [i25]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) - 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) - [c33]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 - [c32]Jialuo Cui, Qiong Wu, Zhi Zhou, Xu Chen:
FedBranch: Heterogeneous Federated Learning via Multi-Branch Neural Network. ICCC 2022: 1101-1106 - [c31]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) - [c30]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 - [c29]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 - [c28]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 - [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) - [c27]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 - [c26]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 - [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]