Ao Zhou

Orcid: 0000-0001-5743-9418

Affiliations:
  • Beijing University of Posts and Telecommunications, State Key Laboratory of Networking and Switching Technology, Beijing, China (PhD 2015)


According to our database1, Ao Zhou authored at least 108 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
A Reinforcement Learning-Based Incentive Mechanism for Task Allocation Under Spatiotemporal Crowdsensing.
IEEE Trans. Comput. Soc. Syst., April, 2024

Energy-Efficient Federated Training on Mobile Device.
IEEE Netw., January, 2024

Battery-Aware Energy Optimization for Satellite Edge Computing.
IEEE Trans. Serv. Comput., 2024

Deciphering the Enigma of Satellite Computing with COTS Devices: Measurement and Analysis.
CoRR, 2024

FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission.
Proceedings of the 4th Workshop on Machine Learning and Systems, 2024

2023
Online Service Request Duplicating for Vehicular Applications.
IEEE Trans. Mob. Comput., July, 2023

User-Oriented Edge Node Grouping in Mobile Edge Computing.
IEEE Trans. Mob. Comput., June, 2023

Dynamic Task Scheduling in Cloud-Assisted Mobile Edge Computing.
IEEE Trans. Mob. Comput., April, 2023

Service Routing in Multi-Tier Edge Computing: A Matching Game Approach.
IEEE J. Sel. Areas Commun., March, 2023

Towards Diversified IoT Image Recognition Services in Mobile Edge Computing.
IEEE Trans. Cloud Comput., 2023

Service migration in mobile edge computing: A deep reinforcement learning approach.
Int. J. Commun. Syst., 2023

EdgeMoE: Fast On-Device Inference of MoE-based Large Language Models.
CoRR, 2023

Boosting DNN Cold Inference on Edge Devices.
Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

Privacy as a Resource in Differentially Private Federated Learning.
Proceedings of the IEEE INFOCOM 2023, 2023

Container Image Similarity-Aware Resource Provisioning for Serverless Edge Computing.
Proceedings of the IEEE International Conference on Web Services, 2023

Optimizing Space-Borne Computation: A Reliability Enhancement Framework for LEO Constellation.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Freshness-aware Content Update for Earth Observation: Trading Off AoI and Accuracy.
Proceedings of the 31st IEEE International Conference on Network Protocols, 2023

Energy and Time-Aware Inference Offloading for DNN-based Applications in LEO Satellites.
Proceedings of the 31st IEEE International Conference on Network Protocols, 2023

Cooperative Content Caching and Distribution for Satellite CDNs.
Proceedings of the 31st IEEE International Conference on Network Protocols, 2023

Satellite Computing: A Case Study of Cloud-Native Satellites.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

2022
Providing Reliable Service for Parked-vehicle-assisted Mobile Edge Computing.
ACM Trans. Internet Techn., November, 2022

QoS Driven Task Offloading With Statistical Guarantee in Mobile Edge Computing.
IEEE Trans. Mob. Comput., 2022

Resource-Aware Feature Extraction in Mobile Edge Computing.
IEEE Trans. Mob. Comput., 2022

A Cloud-Edge Collaboration Framework for Cognitive Service.
IEEE Trans. Cloud Comput., 2022

Service-Oriented Resource Allocation for Blockchain-Empowered Mobile Edge Computing.
IEEE J. Sel. Areas Commun., 2022

Reliability-Enhanced Task Offloading in Mobile Edge Computing Environments.
IEEE Internet Things J., 2022

Profit-Aware Edge Server Placement.
IEEE Internet Things J., 2022

Price-Aware Service Deployment in Hierarchical Mobile-Edge Computing.
IEEE Internet Things J., 2022

Cost-aware edge server placement.
Int. J. Web Grid Serv., 2022

Survey on tracking and registration technology for mobile augmented reality.
Int. J. Web Grid Serv., 2022

SoC-Cluster as an Edge Server: an Application-driven Measurement Study.
CoRR, 2022

From Earth to Space: A First Deployment of 5G Core Network on Satellite.
CoRR, 2022

Understanding and Optimizing Deep Learning Cold-Start Latency on Edge Devices.
CoRR, 2022

A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Commutativity-guaranteed Docker Image Reconstruction towards Effective Layer Sharing.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Collaborative Mobile Edge Computing Through UPF Selection.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2022

2021
Towards Green Service Composition Approach in the Cloud.
IEEE Trans. Serv. Comput., 2021

Delay-Aware Microservice Coordination in Mobile Edge Computing: A Reinforcement Learning Approach.
IEEE Trans. Mob. Comput., 2021

A Cloud-Guided Feature Extraction Approach for Image Retrieval in Mobile Edge Computing.
IEEE Trans. Mob. Comput., 2021

BCEdge: Blockchain-based resource management in D2D-assisted mobile edge computing.
Softw. Pract. Exp., 2021

Edge-Enabled Distributed Deep Learning for 5G Privacy Protection.
IEEE Netw., 2021

Freshness-Aware Information Update and Computation Offloading in Mobile-Edge Computing.
IEEE Internet Things J., 2021

Joint Placement of UPF and Edge Server for 6G Network.
IEEE Internet Things J., 2021

Towards Green Service Composition Approach in the Cloud.
Proceedings of the IEEE World Congress on Services, 2021

Tiansuan Constellation: An Open Research Platform.
Proceedings of the IEEE International Conference on Edge Computing, 2021

Towards Sustainable Satellite Edge Computing.
Proceedings of the IEEE International Conference on Edge Computing, 2021

Task Offloading and Resource Allocation for Container-enabled Mobile Edge Computing.
Proceedings of the IEEE International Conference on Services Computing, 2021

2020
Towards Service Composition Aware Virtual Machine Migration Approach in the Cloud.
IEEE Trans. Serv. Comput., 2020

Availability-Aware Virtual Cluster Allocation in Bandwidth-Constrained Datacenters.
IEEE Trans. Serv. Comput., 2020

Service Composition in Cyber-Physical-Social Systems.
IEEE Trans. Emerg. Top. Comput., 2020

Towards Network-Aware Service Composition in the Cloud.
IEEE Trans. Cloud Comput., 2020

User allocation-aware edge cloud placement in mobile edge computing.
Softw. Pract. Exp., 2020

LMM: latency-aware micro-service mashup in mobile edge computing environment.
Neural Comput. Appl., 2020

Path Selection for Seamless Service Migration in Vehicular Edge Computing.
IEEE Internet Things J., 2020

Dependency-Aware Task Scheduling in Vehicular Edge Computing.
IEEE Internet Things J., 2020

Efficient service deployment in mobile edge computing environment.
Int. J. Web Grid Serv., 2020

SLA-driven container consolidation with usage prediction for green cloud computing.
Frontiers Comput. Sci., 2020

Hierarchical Federated Learning through LAN-WAN Orchestration.
CoRR, 2020

An Entropy-Based Self-Adaptive Node Importance Evaluation Method for Complex Networks.
Complex., 2020

Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Cognitive Service in Mobile Edge Computing.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

Adaptive Edge Resource Allocation for Maximizing the Number of Tasks Completed on Time: A Deep Q-Learning Approach.
Proceedings of the Blockchain and Trustworthy Systems - Second International Conference, 2020

Scheduling of Time Constrained Workflows in Mobile Edge Computing.
Proceedings of the Blockchain and Trustworthy Systems - Second International Conference, 2020

2019
Predicting Fine-Grained Traffic Conditions via Spatio-Temporal LSTM.
Wirel. Commun. Mob. Comput., 2019

ECDU: an edge content delivery and update framework in Mobile edge computing.
EURASIP J. Wirel. Commun. Netw., 2019

Virtual machine placement with (m, n)-fault tolerance in cloud data center.
Clust. Comput., 2019

Improve the House Price Prediction Accuracy with a Stacked Generalization Ensemble Model.
Proceedings of the Internet of Vehicles. Technologies and Services Toward Smart Cities, 2019

Task Planning with Manual Intervention Using Improved JSHOP2 Planner.
Proceedings of the Internet of Vehicles. Technologies and Services Toward Smart Cities, 2019

Multi-task Planning with the Consideration of Task Priority.
Proceedings of the Internet of Vehicles. Technologies and Services Toward Smart Cities, 2019

Redundant Virtual Machine Placement in Mobile Edge Computing.
Proceedings of the Blockchain and Trustworthy Systems - First International Conference, 2019

2018
Overview on Fault Tolerance Strategies of Composite Service in Service Computing.
Wirel. Commun. Mob. Comput., 2018

AIMING: Resource Allocation with Latency Awareness for Federated-Cloud Applications.
Wirel. Commun. Mob. Comput., 2018

Service Migration in Mobile Edge Computing.
Wirel. Commun. Mob. Comput., 2018

Using Proactive Fault-Tolerance Approach to Enhance Cloud Service Reliability.
IEEE Trans. Cloud Comput., 2018

Support for spot virtual machine purchasing simulation.
Clust. Comput., 2018

Towards Bandwidth Guaranteed Virtual Cluster Reallocation in the Cloud.
Comput. J., 2018

Improving the Performance of Stock Trend Prediction by Applying GA to Feature Selection.
Proceedings of the 8th IEEE International Symposium on Cloud and Service Computing, 2018

QoS-Aware Service Composition Using HTN Planner.
Proceedings of the 8th IEEE International Symposium on Cloud and Service Computing, 2018

An Acceleration Method for Similar Time-Series Finding.
Proceedings of the Internet of Vehicles. Technologies and Services Towards Smart City, 2018

Adaptive Multiple Task Assignments for UAVs Using Discrete Particle Swarm Optimization.
Proceedings of the Internet of Vehicles. Technologies and Services Towards Smart City, 2018

FMSR: A Fairness-Aware Mobile Service Recommendation Method.
Proceedings of the 2018 IEEE International Conference on Web Services, 2018

A Virtual Machine Placement Policy via Biogeography-based Optimization in the Cloud.
Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, 2018

The Performance Evaluation of Virtual Machine Placement Algorithm Based on WebCloudSim.
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017
Cloud Service Reliability Enhancement via Virtual Machine Placement Optimization.
IEEE Trans. Serv. Comput., 2017

Network failure-aware redundant virtual machine placement in a cloud data center.
Concurr. Comput. Pract. Exp., 2017

Service Recommendation with Context-Aware User Reputation Evaluation.
Proceedings of the 2017 IEEE 7th International Symposium on Cloud and Service Computing, 2017

CMIP: Data Transmission Latency Optimization for Cooperative Group in Multi-cloud by Adaptive Routing.
Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

MVR: An Architecture for Computation Offloading in Mobile Edge Computing.
Proceedings of the IEEE International Conference on Edge Computing, 2017

Temporal Influences-Aware Collaborative Filtering for QoS-Based Service Recommendation.
Proceedings of the 2017 IEEE International Conference on Services Computing, 2017

2016
Enhanced User Context-Aware Reputation Measurement of Multimedia Service.
ACM Trans. Multim. Comput. Commun. Appl., 2016

Optimal mobile device selection for mobile cloud service providing.
J. Supercomput., 2016

Provision of Data-Intensive Services Through Energy- and QoS-Aware Virtual Machine Placement in National Cloud Data Centers.
IEEE Trans. Emerg. Top. Comput., 2016

On Cloud Service Reliability Enhancement with Optimal Resource Usage.
IEEE Trans. Cloud Comput., 2016

Task rescheduling optimization to minimize network resource consumption.
Multim. Tools Appl., 2016

A Novel Trust Update Mechanism Based on Sliding Window for Trust Management System.
Proceedings of the Computational Science and Its Applications - ICCSA 2016, 2016

Poster Abstract: Access Point Ranking for Cloudlet Placement in Edge Computing Environment.
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2016

A Context-Aware Trust Prediction Method Based on Behavioral Data Analysis in Distributed Network Environments.
Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

Machine Status Prediction for Dynamic and Heterogenous Cloud Environment.
Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

Personalized Service Recommendation for Collaborative Tagging Systems with Social Relations and Temporal Influences.
Proceedings of the IEEE International Conference on Services Computing, 2016

2015
FTCloudSim: support for cloud service reliability enhancement simulation.
Int. J. Web Grid Serv., 2015

Maximizing the profits of cloud service providers via dynamic virtual resource renting approach.
EURASIP J. Wirel. Commun. Netw., 2015

A security authentication method based on trust evaluation in VANETs.
EURASIP J. Wirel. Commun. Netw., 2015

PFT-CCKP: A proactive fault tolerance mechanism for data center network.
Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

An online cloud data center simulation system.
Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

Minimizing Data Transmission Latency by Bipartite Graph in MapReduce.
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

2013
FTCloudSim: a simulation tool for cloud service reliability enhancement mechanisms.
Proceedings of the Proceedings Demo & Poster Track of ACM/IFIP/USENIX International Middleware Conference, 2013

Dynamic Virtual Resource Renting Method for Maximizing the Profits of a Cloud Service Provider in a Dynamic Pricing Model.
Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

A Dynamic Virtual Resource Renting Method for Maximizing the Profit of Cloud Service Provider under SLA Constraint.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013


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