Zhi Zhou

According to our database, Zhi Zhou authored at least 76 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multitimescale Resource Management for Multiaccess Edge Computing in 5G Ultradense Network.

Shuai Yu, Xu Chen, Zhi Zhou, Xiaowen Gong, Di Wu

IEEE Internet Things J., 2021

Boosting Edge Intelligence With Collaborative Cross-Edge Analytics.

Hai Jin, Lin Jia, Zhi Zhou

IEEE Internet Things J., 2021

2020

Leveraging the Power of Prediction: Predictive Service Placement for Latency-Sensitive Mobile Edge Computing.

Huirong Ma, Zhi Zhou, Xu Chen

IEEE Trans. Wirel. Commun., 2020

Incentive-Aware Micro Computing Cluster Formation for Cooperative Fog Computing.

Siqi Luo, Xu Chen, Zhi Zhou, Xiang Chen, Weigang Wu

IEEE Trans. Wirel. Commun., 2020

HFEL: Joint Edge Association and Resource Allocation for Cost-Efficient Hierarchical Federated Edge Learning.

Siqi Luo, Xu Chen, Qiong Wu, Zhi Zhou, Shuai Yu

IEEE Trans. Wirel. Commun., 2020

Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing.

En Li, Liekang Zeng, Zhi Zhou, Xu Chen

IEEE Trans. Wirel. Commun., 2020

A Truthful and Efficient Incentive Mechanism for Demand Response in Green Datacenters.

Zhi Zhou, Fangming Liu, Shutong Chen, Zongpeng Li

IEEE Trans. Parallel Distributed Syst., 2020

HierTrain: Fast Hierarchical Edge AI Learning With Hybrid Parallelism in Mobile-Edge-Cloud Computing.

Deyin Liu, Xu Chen, Zhi Zhou, Qing Ling

IEEE Open J. Commun. Soc., 2020

Time-Fractional Allen-Cahn Equations: Analysis and Numerical Methods.

Qiang Du, Jiang Yang, Zhi Zhou

J. Sci. Comput., 2020

Mobile App Usage Patterns Aware Smart Data Pricing.

Jieli Yin, Yali Fan, Tong Xia, Yong Li, Xiang Chen, Zhi Zhou, Xu Chen

IEEE J. Sel. Areas Commun., 2020

DeepCP: Deep Learning Driven Cascade Prediction-Based Autonomous Content Placement in Closed Social Network.

Qiong Wu, Muhong Wu, Xu Chen, Zhi Zhou, Kaiwen He, Liang Chen

IEEE J. Sel. Areas Commun., 2020

CE-IoT: Cost-Effective Cloud-Edge Resource Provisioning for Heterogeneous IoT Applications.

Zhi Zhou, Shuai Yu, Wuhui Chen, Xu Chen

IEEE Internet Things J., 2020

CEFL: Online Admission Control, Data Scheduling, and Accuracy Tuning for Cost-Efficient Federated Learning Across Edge Nodes.

Zhi Zhou, Song Yang, Lingjun Pu, Shuai Yu

IEEE Internet Things J., 2020

User review helpfulness assessment based on sentiment analysis.

Ziming Zeng, Zhi Zhou, Xiangming Mu

Electron. Libr., 2020

FedHome: Cloud-Edge based Personalized Federated Learning for In-Home Health Monitoring.

Qiong Wu, Xu Chen, Zhi Zhou, Junshan Zhang

CoRR, 2020

CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices.

Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang

CoRR, 2020

Battery Asset Management with Cycle Life Prognosis.

Xinyang Liu, Pingfeng Wang, Esra Büyüktahtakin Toy, Zhi Zhou

CoRR, 2020

Backward difference formula: The energy technique for subdiffusion equation.

Minghua Chen, Fan Yu, Zhi Zhou

CoRR, 2020

When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network.

Shuai Yu, Xu Chen, Zhi Zhou, Xiaowen Gong, Di Wu

CoRR, 2020

Numerical Analysis of Backward Subdiffusion Problems.

Zhengqi Zhang, Zhi Zhou

CoRR, 2020

Parallel-in-time high-order BDF schemes for diffusion and subdiffusion equations.

Shuonan Wu, Zhi Zhou

CoRR, 2020

The energy technique for the six-step BDF method.

Georgios Akrivis, Minghua Chen, Fan Yu, Zhi Zhou

CoRR, 2020

Age of Processing: Age-driven Status Sampling and Processing Offloading for Edge Computing-enabled Real-time IoT Applications.

Rui Li, Qian Ma, Jie Gong, Zhi Zhou, Xu Chen

CoRR, 2020

Nonlocal-in-time dynamics and crossover of diffusive regimes.

Qiang Du, Zhi Zhou

CoRR, 2020

Data-Driven Stochastic Optimization for Power Grids Scheduling under High Wind Penetration.

Yuan Yi, Wei Xie, Zhi Zhou, Keqi Wang

CoRR, 2020

Numerical methods for nonlocal and fractional models.

Marta D'Elia, Qiang Du, Christian Glusa, Max D. Gunzburger, Xiaochuan Tian, Zhi Zhou

Acta Numer., 2020

RECORD: Resource Constrained Semi-Supervised Learning under Distribution Shift.

Lan-Zhe Guo, Zhi Zhou, Yu-Feng Li

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

An Online Learning-Based Task Offloading Framework for 5G Small Cell Networks.

Xueying Zhang, Ruiting Zhou, Zhi Zhou, John C. S. Lui, Zongpeng Li

Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

AoI-driven Fresh Situation Awareness by UAV Swarm: Collaborative DRL-based Energy-Efficient Trajectory Control and Data Processing.

Wen Fan, Ke Luo, Shuai Yu, Zhi Zhou, Xu Chen

Proceedings of the 9th IEEE/CIC International Conference on Communications in China, 2020

2019

Cost-Effective Cloud Server Provisioning for Predictable Performance of Big Data Analytics.

Fei Xu, Haoyue Zheng, Huan Jiang, Wujie Shao, Haikun Liu, Zhi Zhou

IEEE Trans. Parallel Distributed Syst., 2019

DeepVR: Deep Reinforcement Learning for Predictive Panoramic Video Streaming.

Gongwei Xiao, Muhong Wu, Qian Shi, Zhi Zhou, Xu Chen

IEEE Trans. Cogn. Commun. Netw., 2019

OFBG-Based Smart Double-Skin Tubular Confined-Concrete Column with Basalt FRP-Steel Composite.

Yung William Sasy Chan, Zhi Zhou, Wanqiu Liu, Jinping Ou

Sensors, 2019

Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing.

Zhi Zhou, Xu Chen, En Li, Liekang Zeng, Ke Luo, Junshan Zhang

Proc. IEEE, 2019

Boomerang: On-Demand Cooperative Deep Neural Network Inference for Edge Intelligence on the Industrial Internet of Things.

Liekang Zeng, En Li, Zhi Zhou, Xu Chen

IEEE Netw., 2019

Online Orchestration of Cross-Edge Service Function Chaining for Cost-Efficient Edge Computing.

Zhi Zhou, Qiong Wu, Xu Chen

IEEE J. Sel. Areas Commun., 2019

Mobile Social Data Learning for User-Centric Location Prediction With Application in Mobile Edge Service Migration.

Qiong Wu, Xu Chen, Zhi Zhou, Liang Chen

IEEE Internet Things J., 2019

ERP: Edge Resource Pooling for Data Stream Mobile Computing.

Junkai Liu, Ke Luo, Zhi Zhou, Xu Chen

IEEE Internet Things J., 2019

New Design of PI Regulator Circuit Based on Three-Terminal Memristors.

Zhenglong Xia, Zhi Zhou, Josep M. Guerrero, Qiang Zhao

IEEE Access, 2019

A new Approach for the Modulus-Based Matrix Splitting Algorithms.

Wenpeng Wang, Zhi Zhou, S. A. Edalatpanah, Seyyed Esmaeil Najafi

IEEE Access, 2019

Varied Priority-Based Data Forwarding via NDN in VANET.

Siyang Wang, Weigang Wu, Zhi Zhou

Proceedings of the 2019 IEEE SmartWorld, 2019

Cost-Aware Edge Resource Probing for Infrastructure-Free Edge Computing: From Optimal Stopping to Layered Learning.

Tao Ouyang, Xu Chen, Liekang Zeng, Zhi Zhou

Proceedings of the IEEE Real-Time Systems Symposium, 2019

On-demand Privacy Preservation for Cost-Efficient Edge Intelligence Model Training.

Zhi Zhou, Xu Chen

Proceedings of the Provable Security, 2019

Predictive Online Server Provisioning for Cost-Efficient IoT Data Streaming Across Collaborative Edges.

Zhi Zhou, Xu Chen, Weigang Wu, Di Wu, Junshan Zhang

Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2019

Adaptive User-managed Service Placement for Mobile Edge Computing: An Online Learning Approach.

Tao Ouyang, Rui Li, Xu Chen, Zhi Zhou, Xin Tang

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Winning at the Starting Line: Joint Network Selection and Service Placement for Mobile Edge Computing.

Bin Gao, Zhi Zhou, Fangming Liu, Fei Xu

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Cynthia: Cost-Efficient Cloud Resource Provisioning for Predictable Distributed Deep Neural Network Training.

Haoyue Zheng, Fei Xu, Li Chen, Zhi Zhou, Fangming Liu

Proceedings of the 48th International Conference on Parallel Processing, 2019

GreenEdge: Greening Edge Datacenters with Energy-Harvesting IoT Devices.

Zhi Zhou

Proceedings of the 27th IEEE International Conference on Network Protocols, 2019

F3C: Fog-enabled Joint Computation, Communication and Caching Resource Sharing for Energy-Efficient IoT Data Stream Processing.

Siqi Luo, Xu Chen, Zhi Zhou

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Predictive Service Placement in Mobile Edge Computing.

Huirong Ma, Zhi Zhou, Xu Chen

Proceedings of the 2019 IEEE/CIC International Conference on Communications in China, 2019

Graph Attention Spatial-Temporal Network for Deep Learning Based Mobile Traffic Prediction.

Kaiwen He, Yufen Huang, Xu Chen, Zhi Zhou, Shuai Yu

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Deep reinforcement learning-driven intelligent panoramic video bitrate adaptation.

Gongwei Xiao, Xu Chen, Muhong Wu, Zhi Zhou

Proceedings of the ACM Turing Celebration Conference - China, 2019

2018

Efficient Resource Allocation for On-Demand Mobile-Edge Cloud Computing.

Xu Chen, Wenzhong Li, Sanglu Lu, Zhi Zhou, Xiaoming Fu

IEEE Trans. Veh. Technol., 2018

CloudHeat: An Efficient Online Market Mechanism for Datacenter Heat Harvesting.

Shutong Chen, Zhi Zhou, Fangming Liu, Zongpeng Li, Shaolei Ren

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018

Socially-Motivated Cooperative Mobile Edge Computing.

Xu Chen, Zhi Zhou, Weigang Wu, Di Wu, Junshan Zhang

IEEE Netw., 2018

Follow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing.

Tao Ouyang, Zhi Zhou, Xu Chen

IEEE J. Sel. Areas Commun., 2018

<i>DeepNeuron</i>: an open deep learning toolbox for neuron tracing.

Zhi Zhou, Hsien-Chi Kuo, Hanchuan Peng, Fuhui Long

Brain Informatics, 2018

Simulation-based stochastic Programming to Guide Real-Time Scheduling for Smart Power Grids under Cyber Attacks.

Yuan Yi, Wei Xie, Zhi Zhou

Proceedings of the 2018 Winter Simulation Conference, 2018

A D2D offloading approach to efficient mobile edge resource pooling.

Junkai Liu, Ke Luo, Zhi Zhou, Xu Chen

Proceedings of the 16th International Symposium on Modeling and Optimization in Mobile, 2018

Optimizing the Performance-Cost Tradeoff in Cross-Edge Analytics.

Lin Jia, Zhi Zhou, Hai Jin

Proceedings of the 2018 IEEE SmartWorld, 2018

Edge Intelligence: On-Demand Deep Learning Model Co-Inference with Device-Edge Synergy.

En Li, Zhi Zhou, Xu Chen

Proceedings of the 2018 Workshop on Mobile Edge Communications, 2018

Dewing in Fog: Incentive-Aware Micro Computing Cluster Formation for Fog Computing.

Siqi Luo, Zhi Zhou, Xiang Chen, Weigang Wu

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

eBrowser: Making Human-Mobile Web Interactions Energy Efficient with Event Rate Learning.

Fei Xu, Shuai Yang, Zhi Zhou, Jia Rao

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

User-Centric Location Prediction in Mobile Social Networks: A Factor Graph Learning Approach.

Qiong Wu, Xu Chen, Zhi Zhou, Liang Chen

Proceedings of the IEEE Global Communications Conference, 2018

Automatic 3D Neuron Tracing Based on Terminations Detection.

Chao Wang, Weixun Chen, Min Liu, Zhi Zhou

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Predictive Resilience Analysis of Complex Systems Using Dynamic Bayesian Networks.

Nita Yodo, Pingfeng Wang, Zhi Zhou

IEEE Trans. Reliab., 2017

Ensemble Neuron Tracer for 3D Neuron Reconstruction.

Ching-Wei Wang, Yu-Ching Lee, Hilmil Pradana, Zhi Zhou, Hanchuan Peng

Neuroinformatics, 2017

Combining convolutional neural network and self-adaptive algorithm to defeat synthetic multi-digit text-based CAPTCHA.

Ye Wang, Yuanjiang Huang, Wu Zheng, Zhi Zhou, Debin Liu, Mi Lu

Proceedings of the IEEE International Conference on Industrial Technology, 2017

2016

Carbon-Aware Online Control of Geo-Distributed Cloud Services.

Zhi Zhou, Fangming Liu, Ruolan Zou, Jiangchuan Liu, Hong Xu, Hai Jin

IEEE Trans. Parallel Distributed Syst., 2016

A Coupled Memcapacitor Emulator-Based Relaxation Oscillator.

Dongsheng Yu, Zhi Zhou, Herbert Ho-Ching Iu, Tyrone Fernando, Yihua Hu

IEEE Trans. Circuits Syst. II Express Briefs, 2016

TReMAP: Automatic 3D Neuron Reconstruction Based on Tracing, Reverse Mapping and Assembling of 2D Projections.

Zhi Zhou, Xiaoxiao Liu, Brian Long, Hanchuan Peng

Neuroinformatics, 2016

Bilateral Electricity Trade Between Smart Grids and Green Datacenters: Pricing Models and Performance Evaluation.

Zhi Zhou, Fangming Liu, Zongpeng Li

IEEE J. Sel. Areas Commun., 2016

Performance Analysis and Comparison of Surface and Interior Bearingless Permanent Magnet Synchronous Motors.

Xiaodong Sun, Shuai Luo, Zhi Zhou, Long Chen, Zebin Yang

J. Low Power Electron., 2016

Research on The underwater vehicle radiated noise model and the linear spectrum extraction method.

Zhi Zhou, Yong-sheng Zhu

Proceedings of the 13th International Conference on Ubiquitous Robots and Ambient Intelligence, 2016

A coupled memcapacitor emulator based relaxation oscillator.

Dongsheng Yu, Zhi Zhou, Herbert H. C. Iu, Tyrone Fernando

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

On-Demand and Reliable vSD-EON Provisioning with Correlated Data and Control Plane Embedding.

Jie Yin, Heqing Yin, Siqi Liu, Zhi Zhou, Xiaoliang Chen, Zuqing Zhu

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

Adaptive Image Enhancement for Tracing 3D Morphologies of Neurons and Brain Vasculatures.

Zhi Zhou, Staci A. Sorensen, Hongkui Zeng, Michael Hawrylycz, Hanchuan Peng

Neuroinformatics, 2015