Zhi Zhou

According to our database1, Zhi Zhou authored at least 76 papers between 2015 and 2021.

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Bibliography

2021
When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multitimescale Resource Management for Multiaccess Edge Computing in 5G Ultradense Network.
IEEE Internet Things J., 2021

Boosting Edge Intelligence With Collaborative Cross-Edge Analytics.
IEEE Internet Things J., 2021

2020
Leveraging the Power of Prediction: Predictive Service Placement for Latency-Sensitive Mobile Edge Computing.
IEEE Trans. Wirel. Commun., 2020

Incentive-Aware Micro Computing Cluster Formation for Cooperative Fog Computing.
IEEE Trans. Wirel. Commun., 2020

HFEL: Joint Edge Association and Resource Allocation for Cost-Efficient Hierarchical Federated Edge Learning.
IEEE Trans. Wirel. Commun., 2020

Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing.
IEEE Trans. Wirel. Commun., 2020

A Truthful and Efficient Incentive Mechanism for Demand Response in Green Datacenters.
IEEE Trans. Parallel Distributed Syst., 2020

HierTrain: Fast Hierarchical Edge AI Learning With Hybrid Parallelism in Mobile-Edge-Cloud Computing.
IEEE Open J. Commun. Soc., 2020

Time-Fractional Allen-Cahn Equations: Analysis and Numerical Methods.
J. Sci. Comput., 2020

Mobile App Usage Patterns Aware Smart Data Pricing.
IEEE J. Sel. Areas Commun., 2020

DeepCP: Deep Learning Driven Cascade Prediction-Based Autonomous Content Placement in Closed Social Network.
IEEE J. Sel. Areas Commun., 2020

CE-IoT: Cost-Effective Cloud-Edge Resource Provisioning for Heterogeneous IoT Applications.
IEEE Internet Things J., 2020

CEFL: Online Admission Control, Data Scheduling, and Accuracy Tuning for Cost-Efficient Federated Learning Across Edge Nodes.
IEEE Internet Things J., 2020

User review helpfulness assessment based on sentiment analysis.
Electron. Libr., 2020

FedHome: Cloud-Edge based Personalized Federated Learning for In-Home Health Monitoring.
CoRR, 2020

CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices.
CoRR, 2020

Battery Asset Management with Cycle Life Prognosis.
CoRR, 2020

Backward difference formula: The energy technique for subdiffusion equation.
CoRR, 2020

When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network.
CoRR, 2020

Numerical Analysis of Backward Subdiffusion Problems.
CoRR, 2020

Parallel-in-time high-order BDF schemes for diffusion and subdiffusion equations.
CoRR, 2020

The energy technique for the six-step BDF method.
CoRR, 2020

Age of Processing: Age-driven Status Sampling and Processing Offloading for Edge Computing-enabled Real-time IoT Applications.
CoRR, 2020

Nonlocal-in-time dynamics and crossover of diffusive regimes.
CoRR, 2020

Data-Driven Stochastic Optimization for Power Grids Scheduling under High Wind Penetration.
CoRR, 2020

Numerical methods for nonlocal and fractional models.
Acta Numer., 2020

RECORD: Resource Constrained Semi-Supervised Learning under Distribution Shift.
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.
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.
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.
IEEE Trans. Parallel Distributed Syst., 2019

DeepVR: Deep Reinforcement Learning for Predictive Panoramic Video Streaming.
IEEE Trans. Cogn. Commun. Netw., 2019

OFBG-Based Smart Double-Skin Tubular Confined-Concrete Column with Basalt FRP-Steel Composite.
Sensors, 2019

Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing.
Proc. IEEE, 2019

Boomerang: On-Demand Cooperative Deep Neural Network Inference for Edge Intelligence on the Industrial Internet of Things.
IEEE Netw., 2019

Online Orchestration of Cross-Edge Service Function Chaining for Cost-Efficient Edge Computing.
IEEE J. Sel. Areas Commun., 2019

Mobile Social Data Learning for User-Centric Location Prediction With Application in Mobile Edge Service Migration.
IEEE Internet Things J., 2019

ERP: Edge Resource Pooling for Data Stream Mobile Computing.
IEEE Internet Things J., 2019

New Design of PI Regulator Circuit Based on Three-Terminal Memristors.
IEEE Access, 2019

A new Approach for the Modulus-Based Matrix Splitting Algorithms.
IEEE Access, 2019

Varied Priority-Based Data Forwarding via NDN in VANET.
Proceedings of the 2019 IEEE SmartWorld, 2019

Cost-Aware Edge Resource Probing for Infrastructure-Free Edge Computing: From Optimal Stopping to Layered Learning.
Proceedings of the IEEE Real-Time Systems Symposium, 2019

On-demand Privacy Preservation for Cost-Efficient Edge Intelligence Model Training.
Proceedings of the Provable Security, 2019

Predictive Online Server Provisioning for Cost-Efficient IoT Data Streaming Across Collaborative Edges.
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.
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.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Cynthia: Cost-Efficient Cloud Resource Provisioning for Predictable Distributed Deep Neural Network Training.
Proceedings of the 48th International Conference on Parallel Processing, 2019

GreenEdge: Greening Edge Datacenters with Energy-Harvesting IoT Devices.
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.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Predictive Service Placement in Mobile Edge Computing.
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.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Deep reinforcement learning-driven intelligent panoramic video bitrate adaptation.
Proceedings of the ACM Turing Celebration Conference - China, 2019

2018
Efficient Resource Allocation for On-Demand Mobile-Edge Cloud Computing.
IEEE Trans. Veh. Technol., 2018

CloudHeat: An Efficient Online Market Mechanism for Datacenter Heat Harvesting.
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018

Socially-Motivated Cooperative Mobile Edge Computing.
IEEE Netw., 2018

Follow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing.
IEEE J. Sel. Areas Commun., 2018

<i>DeepNeuron</i>: an open deep learning toolbox for neuron tracing.
Brain Informatics, 2018

Simulation-based stochastic Programming to Guide Real-Time Scheduling for Smart Power Grids under Cyber Attacks.
Proceedings of the 2018 Winter Simulation Conference, 2018

A D2D offloading approach to efficient mobile edge resource pooling.
Proceedings of the 16th International Symposium on Modeling and Optimization in Mobile, 2018

Optimizing the Performance-Cost Tradeoff in Cross-Edge Analytics.
Proceedings of the 2018 IEEE SmartWorld, 2018

Edge Intelligence: On-Demand Deep Learning Model Co-Inference with Device-Edge Synergy.
Proceedings of the 2018 Workshop on Mobile Edge Communications, 2018

Dewing in Fog: Incentive-Aware Micro Computing Cluster Formation for Fog Computing.
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.
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.
Proceedings of the IEEE Global Communications Conference, 2018

Automatic 3D Neuron Tracing Based on Terminations Detection.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Predictive Resilience Analysis of Complex Systems Using Dynamic Bayesian Networks.
IEEE Trans. Reliab., 2017

Ensemble Neuron Tracer for 3D Neuron Reconstruction.
Neuroinformatics, 2017

Combining convolutional neural network and self-adaptive algorithm to defeat synthetic multi-digit text-based CAPTCHA.
Proceedings of the IEEE International Conference on Industrial Technology, 2017

2016
Carbon-Aware Online Control of Geo-Distributed Cloud Services.
IEEE Trans. Parallel Distributed Syst., 2016

A Coupled Memcapacitor Emulator-Based Relaxation Oscillator.
IEEE Trans. Circuits Syst. II Express Briefs, 2016

TReMAP: Automatic 3D Neuron Reconstruction Based on Tracing, Reverse Mapping and Assembling of 2D Projections.
Neuroinformatics, 2016

Bilateral Electricity Trade Between Smart Grids and Green Datacenters: Pricing Models and Performance Evaluation.
IEEE J. Sel. Areas Commun., 2016

Performance Analysis and Comparison of Surface and Interior Bearingless Permanent Magnet Synchronous Motors.
J. Low Power Electron., 2016

Research on The underwater vehicle radiated noise model and the linear spectrum extraction method.
Proceedings of the 13th International Conference on Ubiquitous Robots and Ambient Intelligence, 2016

A coupled memcapacitor emulator based relaxation oscillator.
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.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
Adaptive Image Enhancement for Tracing 3D Morphologies of Neurons and Brain Vasculatures.
Neuroinformatics, 2015


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