Vehicle as a Service (VaaS): Leverage Vehicles to Build Service Networks and Capabilities for Smart Cities
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Abstract (arXiv)
Smart cities demand resources for rich immersive sensing, ubiquitous communications, powerful computing, large storage, and high intelligence (SCCSI) to support various kinds of applications, such as public safety, connected and autonomous driving, smart and connected health, and smart living. At the same time, it is widely recognized that vehicles such as autonomous cars, equipped with significantly powerful SCCSI capabilities, will become ubiquitous in future smart cities. By observing the convergence of these two trends, this article advocates the use of vehicles to build a cost-effective service network, called the Vehicle as a Service (VaaS) paradigm, where vehicles empowered with SCCSI capability form a web of mobile servers and communicators to provide SCCSI services in smart cities. Towards this direction, we first examine the potential use cases in smart cities and possible upgrades required for the transition from traditional vehicular ad hoc networks (VANETs) to VaaS. Then, we will introduce the system architecture of the VaaS paradigm and discuss how it can provide SCCSI services in future smart cities, respectively. At last, we identify the open problems of this paradigm and future research directions, including architectural design, service provisioning, incentive design, and security & privacy. We expect that this paper paves the way towards developing a cost-effective and sustainable approach for building smart cities.
Key facts. Cited by 15 papers in the map (data through 7 Oct 2026). First posted on arXiv 22 Apr 2023.
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Citing papers per year: 2023: 2; 2024: 9; 2025: 2; 2026: 2.
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- 2024Mobile Edge Intelligence for Large Language Models: A Contemporary Surveycited by 125
- 2024AgentsCoDriver: Large Language Model Empowered Collaborative Driving with Lifelong Learningcited by 40
- 2023Optimal Resource Allocation for U-Shaped Parallel Split Learningcited by 33
- 2024Collaborative Perception for Connected and Autonomous Driving: Challenges, Possible Solutions and Opportunitiescited by 32
- 2024AgentsCoMerge: Large Language Model Empowered Collaborative Decision Making for Ramp Mergingcited by 22
- 2024TrimCaching: Parameter-sharing AI Model Caching in Wireless Edge Networkscited by 12
- 2024SmartCooper: Vehicular Collaborative Perception with Adaptive Fusion and Judger Mechanismcited by 11
- 2023Towards Full-scene Domain Generalization in Multi-agent Collaborative Bird's Eye View Segmentation for Connected and Autonomous Drivingcited by 9
- 2024Integration of Mixture of Experts and Multimodal Generative AI in Internet of Vehicles: A Surveycited by 6
- 2025PartialLoading: User Scheduling and Bandwidth Allocation for Parameter-sharing Edge Inferencecited by 4
- 2024Channel-Aware Throughput Maximization for Cooperative Data Fusion in CAVcited by 2
- 2024Towards Secure and Efficient Data Scheduling for Vehicular Social Networkscited by 0
3 more
- 2026Learning from Distributed Eyes: Leveraging Collaborative Perception for Automated Model Adaptation16 Sep 2026
- 2026Rateless DeepJSCC for Broadcast Channels: a Rate-Distortion-Complexity Tradeoff23 Mar 2026
- 2025FedOC: Multi-Server FL with Overlapping Client Relays in Wireless Edge Networks23 Sep 2025
- 2025PartialLoading: User Scheduling and Bandwidth Allocation for Parameter-sharing Edge Inference29 Mar 2025
- 2024Channel-Aware Throughput Maximization for Cooperative Data Fusion in CAV6 Oct 2024
- 2024AgentsCoMerge: Large Language Model Empowered Collaborative Decision Making for Ramp Merging7 Aug 2024
- 2024Mobile Edge Intelligence for Large Language Models: A Contemporary Survey9 Jul 2024
- 2024Towards Secure and Efficient Data Scheduling for Vehicular Social Networks28 Jun 2024
- 2024TrimCaching: Parameter-sharing AI Model Caching in Wireless Edge Networks7 May 2024
- 2024Integration of Mixture of Experts and Multimodal Generative AI in Internet of Vehicles: A Survey25 Apr 2024
- 2024AgentsCoDriver: Large Language Model Empowered Collaborative Driving with Lifelong Learning9 Apr 2024
- 2024SmartCooper: Vehicular Collaborative Perception with Adaptive Fusion and Judger Mechanism1 Feb 2024
3 more
- 2024Collaborative Perception for Connected and Autonomous Driving: Challenges, Possible Solutions and Opportunities3 Jan 2024
- 2023Towards Full-scene Domain Generalization in Multi-agent Collaborative Bird's Eye View Segmentation for Connected and Autonomous Driving28 Nov 2023
- 2023Optimal Resource Allocation for U-Shaped Parallel Split Learning17 Aug 2023
- 2024Mobile Edge Intelligence for Large Language Models: A Contemporary Surveycited by 125
- 2023Optimal Resource Allocation for U-Shaped Parallel Split Learningcited by 33
- 2024Collaborative Perception for Connected and Autonomous Driving: Challenges, Possible Solutions and Opportunitiescited by 32
- 2024AgentsCoMerge: Large Language Model Empowered Collaborative Decision Making for Ramp Mergingcited by 22
- 2024TrimCaching: Parameter-sharing AI Model Caching in Wireless Edge Networkscited by 12
- 2024SmartCooper: Vehicular Collaborative Perception with Adaptive Fusion and Judger Mechanismcited by 11
- 2023Towards Full-scene Domain Generalization in Multi-agent Collaborative Bird's Eye View Segmentation for Connected and Autonomous Drivingcited by 9
- 2025PartialLoading: User Scheduling and Bandwidth Allocation for Parameter-sharing Edge Inferencecited by 4
- 2024Channel-Aware Throughput Maximization for Cooperative Data Fusion in CAVcited by 2
- 2024Towards Secure and Efficient Data Scheduling for Vehicular Social Networkscited by 0
- 2025FedOC: Multi-Server FL with Overlapping Client Relays in Wireless Edge Networkscited by 0
- 2026Rateless DeepJSCC for Broadcast Channels: a Rate-Distortion-Complexity Tradeoffcited by 0
12 most cited of 13 All 13 (JSON)
- 2026Learning from Distributed Eyes: Leveraging Collaborative Perception for Automated Model Adaptation16 Sep 2026
- 2026Rateless DeepJSCC for Broadcast Channels: a Rate-Distortion-Complexity Tradeoff23 Mar 2026
- 2025FedOC: Multi-Server FL with Overlapping Client Relays in Wireless Edge Networks23 Sep 2025
- 2025PartialLoading: User Scheduling and Bandwidth Allocation for Parameter-sharing Edge Inference29 Mar 2025
- 2024Channel-Aware Throughput Maximization for Cooperative Data Fusion in CAV6 Oct 2024
- 2024AgentsCoMerge: Large Language Model Empowered Collaborative Decision Making for Ramp Merging7 Aug 2024
- 2024Mobile Edge Intelligence for Large Language Models: A Contemporary Survey9 Jul 2024
- 2024Towards Secure and Efficient Data Scheduling for Vehicular Social Networks28 Jun 2024
- 2024TrimCaching: Parameter-sharing AI Model Caching in Wireless Edge Networks7 May 2024
- 2024SmartCooper: Vehicular Collaborative Perception with Adaptive Fusion and Judger Mechanism1 Feb 2024
- 2024Collaborative Perception for Connected and Autonomous Driving: Challenges, Possible Solutions and Opportunities3 Jan 2024
- 2023Towards Full-scene Domain Generalization in Multi-agent Collaborative Bird's Eye View Segmentation for Connected and Autonomous Driving28 Nov 2023
12 newest of 13 All 13 (JSON)