Ran Wang

Orcid: 0000-0001-5601-0513

Affiliations:
  • Nanjing University of Aeronautics and Astronautics, College of Computer Science and Technology, China
  • Nanyang Technological University, Singapore (PhD 2016)


According to our database1, Ran Wang authored at least 84 papers between 2012 and 2024.

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Bibliography

2024
Dynamic Discrete Topology Design and Routing for Satellite-Terrestrial Integrated Networks.
IEEE/ACM Trans. Netw., October, 2024

Efficient Deployment of Partial Parallelized Service Function Chains in CPU+DPU-Based Heterogeneous NFV Platforms.
IEEE Trans. Mob. Comput., October, 2024

Priority-Aware Deployment of Autoscaling Service Function Chains Based on Deep Reinforcement Learning.
IEEE Trans. Cogn. Commun. Netw., June, 2024

Service Migration or Task Rerouting: A Two-Timescale Online Resource Optimization for MEC.
IEEE Trans. Wirel. Commun., February, 2024

A Lean Networking Framework (LeaNet): Potential Technical Space and Approaches for Latency Sensitive Mobile Services.
IEEE Netw., January, 2024

EdgeVision: Towards Collaborative Video Analytics on Distributed Edges for Performance Maximization.
IEEE Trans. Multim., 2024

Multiobjective Vehicle Routing Optimization with Time Windows: A Hybrid Approach Using Deep Reinforcement Learning and NSGA-II.
CoRR, 2024

2023
Mobile Charging Services for the Internet of Electric Vehicles: Concepts, Scenarios, and Challenges.
IEEE Veh. Technol. Mag., September, 2023

Learning Aided Joint Sensor Activation and Mobile Charging Vehicle Scheduling for Energy-Efficient WRSN-Based Industrial IoT.
IEEE Trans. Veh. Technol., April, 2023

Multiobjective Hydropower Reservoir Operation Optimization with Transformer-Based Deep Reinforcement Learning.
CoRR, 2023

Mobility-Aware Service Function Chain Deployment with Migration in NFV-Based Edge-Cloud.
Proceedings of the 21st International Symposium on Modeling and Optimization in Mobile, 2023

Deep Reinforcement Learning-based Multi-Objective Optimization for Mobile Charging Services in Internet of Electric Vehicles.
Proceedings of the 18th Workshop on Mobility in the Evolving Internet Architecture, 2023

2022
Stacked Topological Preserving Dynamic Brain Networks Representation and Classification.
IEEE Trans. Medical Imaging, 2022

A Queueing Game Based Management Framework for Fog Computing With Strategic Computing Speed Control.
IEEE Trans. Mob. Comput., 2022

Computation Resource Configuration With Adaptive QoS Requirements for Vehicular Edge Computing: A Fluid-Model Based Approach.
IEEE Trans. Intell. Transp. Syst., 2022

Mobile Charging Station Placements in Internet of Electric Vehicles: A Federated Learning Approach.
IEEE Trans. Intell. Transp. Syst., 2022

Incomplete multi-modal brain image fusion for epilepsy classification.
Inf. Sci., 2022

Reinforcement Learning for Trajectory Design in Cache-enabled UAV-assisted Cellular Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Joint Optimization of Computation Task Allocation and Mobile Charging Scheduling in Parked-Vehicle-Assisted Edge Computing Networks.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

Optimal Deployment and Scheduling of a Mobile Charging Station in the Internet of Electric Vehicles.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

A Joint Optimization of Sensor Activation and Mobile Charging Scheduling in Industrial Wireless Rechargeable Sensor Networks.
Proceedings of the IEEE International Conference on Communications, 2022

Deep Reinforcement Learning for Autonomous Vehicles Collaboration at Unsignalized Intersections.
Proceedings of the IEEE Global Communications Conference, 2022

AoTI Minimization for Multi-Type Data Sampling in Industrial Wireless Sensor Networks.
Proceedings of the 20th IEEE International Conference on Embedded and Ubiquitous Computing, 2022

Global Path Planning for Multi-objective UAV-Assisted Sensor Data Collection: A DRL Approach.
Proceedings of the Web and Big Data. APWeb-WAIM 2022 International Workshops, 2022

Multi-objective Global Path Planning for UAV-assisted Sensor Data Collection Using DRL and Transformer.
Proceedings of the Web and Big Data - 6th International Joint Conference, 2022

2021
Toward Pre-Empted EV Charging Recommendation Through V2V-Based Reservation System.
IEEE Trans. Syst. Man Cybern. Syst., 2021

An Extendable Layered Architecture for Collective Computing to Support Concurrent Multi-sourced Heterogeneous Tasks.
Mob. Networks Appl., 2021

Joint Trajectory Design and Resource Allocation for Secure Transmission in Cache-Enabled UAV-Relaying Networks With D2D Communications.
IEEE Internet Things J., 2021

Improvement of evolution process of dandelion algorithm with extreme learning machine for global optimization problems.
Expert Syst. Appl., 2021

Missing Data Inference for Crowdsourced Radio Map Construction: An Adversarial Auto-Encoder Method.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Deep Reinforcement Learning for Resource Allocation in Multi-platoon Vehicular Networks.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2021

Joint Energy and Computation Workload Management for Geo-Distributed Data Centers in Smart Grid.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

Multi-objective Mobile Charging Scheduling on the Internet of Electric Vehicles: a DRL Approach.
Proceedings of the IEEE Global Communications Conference, 2021

2020
Joint Cache Placement, Flight Trajectory, and Transmission Power Optimization for Multi-UAV Assisted Wireless Networks.
IEEE Trans. Wirel. Commun., 2020

Probabilistic Cache Placement in UAV-Assisted Networks With D2D Connections: Performance Analysis and Trajectory Optimization.
IEEE Trans. Commun., 2020

Active Learning-Based Fault Diagnosis in Self-Organizing Cellular Networks.
IEEE Commun. Lett., 2020

On the throughput optimization for message dissemination in opportunistic underwater sensor networks.
Comput. Networks, 2020

Blockchain-Based Privacy-Preserving Dynamic Spectrum Sharing.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2020

Computation Offloading Game for Edge Computing with Strategic Local Pre-Processing Time-Length.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Dynamic Selection of Mining Pool with Different Reward Sharing Strategy in Blockchain Networks.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Joint Cache and Trajectory Optimization for Secure UAV-relaying with Underlaid D2D Communications.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Data Pricing for Blockchain-based Car Sharing: A Stackelberg Game Approach.
Proceedings of the IEEE Global Communications Conference, 2020

Peer Effect-based Demand Response in Smart Grid: A Game Theoretical Approach.
Proceedings of the IEEE Global Communications Conference, 2020

Joint Resource Allocation and Trajectory Design for UAV-assisted Mobile Edge Computing Systems.
Proceedings of the IEEE Global Communications Conference, 2020

2019
A Data Forwarding Approach for Fire-Rescue Scenario with Multi-Type Mobile Nodes.
Wirel. Commun. Mob. Comput., 2019

Contextual Multi-Armed Bandit for Cache-Aware Decoupled Multiple Association in UDNs: A Deep Learning Approach.
IEEE Trans. Cogn. Commun. Netw., 2019

A Robust Transmission Scheduling Approach for Internet of Things Sensing Service with Energy Harvesting.
Sensors, 2019

A time-inhomogeneous Markov chain and its distributed solution for message dissemination in OUSNs.
J. Parallel Distributed Comput., 2019

Decoupled Uplink-Downlink User Association in Ultra-Dense Networks: A Contract-Theoretic Approach.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

Real-time Detection of False Data Injection Attacks Based on Load Forecasting in Smart Grid.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

A Demand Response Scheme in Smart Grid with Clustering of Residential Customers.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

RF Aerially Charging Scheduling for UAV Fleet : A Q-Learning Approach.
Proceedings of the 15th International Conference on Mobile Ad-Hoc and Sensor Networks, 2019

A VLP Approach Based on a Single LED Lamp.
Proceedings of the Machine Learning and Intelligent Communications, 2019

Optimal Auction for Resource Allocation in Wireless Virtualization: A Deep Learning Approach.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

Decoupled Multiple Association in Full-Duplex Ultra-Dense Networks: An Evolutionary Game Approach.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Matching-Based Channel Assignment for Cooperative Sensing in Full-Duplex Cognitive Radio Networks.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Resource Allocation for Mobile Blockchain: A Hierarchical Combinatorial Auction Approach.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Performance Analysis of RF-Powered Cognitive Radio Networks with Integrated Ambient Backscatter Communications.
Wirel. Commun. Mob. Comput., 2018

Energy Efficient Caching in Backhaul-Aware Cellular Networks with Dynamic Content Popularity.
Wirel. Commun. Mob. Comput., 2018

Compressed Sensing Based Joint Rate Allocation and Routing Design in Wireless Sensor Networks.
Wirel. Commun. Mob. Comput., 2018

On the adaptive data forwarding in opportunistic underwater sensor networks using GPS-free mobile nodes.
J. Parallel Distributed Comput., 2018

An Optimal Task Placement Strategy in Geo-Distributed Data Centers Involving Renewable Energy.
IEEE Access, 2018

Performance analysis of ambient backscatter communications in RF-powered cognitive radio networks.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

A Concept Drift Based Ensemble Incremental Learning Approach for Intrusion Detection.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

Energy-Efficient Task Scheduling for Data Centers with Unstable Renewable Energy: A Robust Optimization Approach.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

Energy Efficient Caching in Backhaul-Aware Ultra-Dense Cellular Networks.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

On the Profit Maximization of Spectrum Investment under Uncertainties in Cognitive Radio Networks.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

A Multi-task Decomposition and Reorganization Scheme for Collective Computing Using Extended Task-Tree.
Proceedings of the Green, Pervasive, and Cloud Computing - 13th International Conference, 2018

Context-Aware Decoupled Multiple Association in Ultra-Dense Networks.
Proceedings of the IEEE Global Communications Conference, 2018

A Data Forwarding Approach for Opportunistic Mobile Sensor Networks in Fire-Rescue Scenario.
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018

2017
Toward Efficient, Scalable, and Coordinated On-the-Move EV Charging Management.
IEEE Wirel. Commun., 2017

Hybrid Centralized-Decentralized (HCD) Charging Control of Electric Vehicles.
IEEE Trans. Veh. Technol., 2017

Propagation control of data forwarding in opportunistic underwater sensor networks.
Comput. Networks, 2017

Wireless Virtualization as a Hierarchical Combinatorial Auction: An Illustrative Example.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Applying DTN routing for reservation-driven EV Charging management in smart cities.
Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

Virtualization of 5G Cellular Networks: A Combinatorial Double Auction Approach.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Energy Generation Scheduling in Microgrids Involving Temporal-Correlated Renewable Energy.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Ensemble Learning and SMOTE Based Fault Diagnosis System in Self-Organizing Cellular Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Intelligent microgrid management and EV control under uncertainties in smart grid
PhD thesis, 2016

Two-Stage Mechanism for Massive Electric Vehicle Charging Involving Renewable Energy.
IEEE Trans. Veh. Technol., 2016

Message Dissemination for Throughput Optimization in Storage-Limited Opportunistic Underwater Sensor Networks.
Proceedings of the 13th Annual IEEE International Conference on Sensing, 2016

2014
Two-stage mechanism design for electric vehicle charging involving renewable energy.
Proceedings of the International Conference on Connected Vehicles and Expo, 2014

2013
Design of a V2G aggregator to optimize PHEV charging and frequency regulation control.
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013

2012
Resilient PHEV charging policies under price information attacks.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012


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