Zhi Zhou
Orcid: 0000-0002-0987-9344Affiliations:
- Sun Yat-sen University, School of Data and Computer Science, Guangzhou, China
According to our database1,
Zhi Zhou
authored at least 140 papers
between 2015 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Online Optimization of DNN Inference Network Utility in Collaborative Edge Computing.
IEEE/ACM Trans. Netw., October, 2024
IEEE Trans. Mob. Comput., August, 2024
Joint Power Allocation and Task Offloading for Reliability-Aware Services in NOMA-Enabled MEC.
IEEE Trans. Wirel. Commun., July, 2024
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning With Static and Streaming Datasets.
IEEE Trans. Mob. Comput., July, 2024
Computing Power Networking Meets Blockchain: A Reputation-Enhanced Trading Framework for Decentralized IoT Cloud Services.
IEEE Internet Things J., May, 2024
Joint Power Allocation and Task Replication for Reliability-Sensitive Services in NOMA-Enabled Vehicular Edge Computing.
IEEE Trans. Veh. Technol., March, 2024
IEEE/ACM Trans. Netw., February, 2024
IEEE J. Sel. Areas Commun., February, 2024
Tetris: Proactive Container Scheduling for Long-Term Load Balancing in Shared Clusters.
IEEE Trans. Serv. Comput., 2024
Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024
HarmonyBatch: Batching multi-SLO DNN Inference with Heterogeneous Serverless Functions.
Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024
Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference.
Proceedings of the IEEE INFOCOM 2024, 2024
Proceedings of the 53rd International Conference on Parallel Processing, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
SAFE: Intelligent Online Scheduling for Collaborative DNN Inference in Vehicular Network.
Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024
2023
When MetaVerse Meets Computing Power Networking: An Energy-Efficient Framework For Service Placement.
IEEE Wirel. Commun., October, 2023
EdgeAdaptor: Online Configuration Adaption, Model Selection and Resource Provisioning for Edge DNN Inference Serving at Scale.
IEEE Trans. Mob. Comput., October, 2023
BeeFlow: Behavior tree-based Serverless workflow modeling and scheduling for resource-constrained edge clusters.
J. Syst. Archit., October, 2023
Toward Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets.
IEEE Internet Things J., September, 2023
Reliability-Aware Online Scheduling for DNN Inference Tasks in Mobile-Edge Computing.
IEEE Internet Things J., July, 2023
IEEE Trans. Mob. Comput., June, 2023
HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association.
IEEE Trans. Parallel Distributed Syst., May, 2023
iGniter: Interference-Aware GPU Resource Provisioning for Predictable DNN Inference in the Cloud.
IEEE Trans. Parallel Distributed Syst., March, 2023
Adaptive User-Managed Service Placement for Mobile Edge Computing via Contextual Multi-Armed Bandit Learning.
IEEE Trans. Mob. Comput., March, 2023
GNN at the Edge: Cost-Efficient Graph Neural Network Processing Over Distributed Edge Servers.
IEEE J. Sel. Areas Commun., March, 2023
IEEE Trans. Netw. Sci. Eng., 2023
CoRR, 2023
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset.
CoRR, 2023
Towards Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets.
CoRR, 2023
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023
RLink: Accelerate On-Device Deep Reinforcement Learning with Inference Knowledge at the Edge.
Proceedings of the 19th International Conference on Mobility, Sensing and Networking, 2023
Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023
spotDNN: Provisioning Spot Instances for Predictable Distributed DNN Training in the Cloud.
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023
AdaCoOpt: Leverage the Interplay of Batch Size and Aggregation Frequency for Federated Learning.
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023
Dynamic Edge-centric Resource Provisioning for Online and Offline Services Co-location.
Proceedings of the IEEE INFOCOM 2023, 2023
Federated Learning at the Edge: An Interplay of Mini-batch Size and Aggregation Frequency.
Proceedings of the IEEE INFOCOM 2023, 2023
Proceedings of the 52nd International Conference on Parallel Processing, 2023
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023
Learning to Be Green: Carbon-Aware Online Control for Edge Intelligence with Colocated Learning and Inference.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023
Cost-Efficient Serverless Inference Serving with Joint Batching and Multi-Processing.
Proceedings of the 14th ACM SIGOPS Asia-Pacific Workshop on Systems, 2023
2022
GreenEdge: Joint Green Energy Scheduling and Dynamic Task Offloading in Multi-Tier Edge Computing Systems.
IEEE Trans. Veh. Technol., 2022
Joint Application Placement and Request Routing Optimization for Dynamic Edge Computing Service Management.
IEEE Trans. Parallel Distributed Syst., 2022
FedHome: Cloud-Edge Based Personalized Federated Learning for In-Home Health Monitoring.
IEEE Trans. Mob. Comput., 2022
Graph Attention Spatial-Temporal Network With Collaborative Global-Local Learning for Citywide Mobile Traffic Prediction.
IEEE Trans. Mob. Comput., 2022
An Online Framework for Joint Network Selection and Service Placement in Mobile Edge Computing.
IEEE Trans. Mob. Comput., 2022
Resource Price-Aware Offloading for Edge-Cloud Collaboration: A Two-Timescale Online Control Approach.
IEEE Trans. Cloud Comput., 2022
IEEE Trans. Computers, 2022
IEEE Internet Things J., 2022
Edge Robotics: Edge-Computing-Accelerated Multirobot Simultaneous Localization and Mapping.
IEEE Internet Things J., 2022
Stability and numerical analysis of backward problem for subdiffusion with time-dependent coefficients.
CoRR, 2022
Identification of potential in diffusion equations from terminal observation: analysis and discrete approximation.
CoRR, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Edge Resource Autoscaling for Hierarchical Federated Learning Over Public Edge Platforms.
Proceedings of the IEEE Smartworld, 2022
DRL-Based Energy-Efficient Trajectory Planning, Computation Offloading, and Charging Scheduling in UAV-MEC Network.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2022
Proceedings of the IEEE/CIC International Conference on Communications in China, 2022
2021
Fog-Enabled Joint Computation, Communication and Caching Resource Sharing for Energy-Efficient IoT Data Stream Processing.
IEEE Trans. Veh. Technol., 2021
CoEdge: Cooperative DNN Inference With Adaptive Workload Partitioning Over Heterogeneous Edge Devices.
IEEE/ACM Trans. Netw., 2021
Deep Reinforcement Learning With Spatio-Temporal Traffic Forecasting for Data-Driven Base Station Sleep Control.
IEEE/ACM Trans. Netw., 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
Age of Processing: Age-Driven Status Sampling and Processing Offloading for Edge-Computing-Enabled Real-Time IoT Applications.
IEEE Internet Things J., 2021
IEEE Internet Things J., 2021
Trans. Emerg. Telecommun. Technol., 2021
Edge Robotics: Edge-Computing-Accelerated Multi-Robot Simultaneous Localization and Mapping.
CoRR, 2021
CoRR, 2021
Rationing bandwidth resources for mitigating network resource contention in distributed DNN training clusters.
CCF Trans. High Perform. Comput., 2021
Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021
Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021
Flying MEC: Online Task Offloading, Trajectory Planning and Charging Scheduling for UAV-Assisted MEC.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2021
2020
Synthesis Lectures on Learning, Networks, and Algorithms, Morgan & Claypool Publishers, ISBN: 978-3-031-02380-4, 2020
Leveraging the Power of Prediction: Predictive Service Placement for Latency-Sensitive Mobile Edge Computing.
IEEE Trans. Wirel. Commun., 2020
IEEE Trans. Wirel. Commun., 2020
HFEL: Joint Edge Association and Resource Allocation for Cost-Efficient Hierarchical Federated Edge Learning.
IEEE Trans. Wirel. Commun., 2020
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
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
Electron. Libr., 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
CoRR, 2020
Data-Driven Stochastic Optimization for Power Grids Scheduling under High Wind Penetration.
CoRR, 2020
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
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
IEEE Internet Things J., 2019
IEEE Access, 2019
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
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
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
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
Proceedings of the ACM Turing Celebration Conference - China, 2019
2018
IEEE Trans. Veh. Technol., 2018
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018
Follow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing.
IEEE J. Sel. Areas Commun., 2018
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
Proceedings of the 16th International Symposium on Modeling and Optimization in Mobile, 2018
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
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
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
IEEE Trans. Reliab., 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
IEEE Trans. Parallel Distributed Syst., 2016
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
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