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Blockchain-Based Reputation Management for Task Offloading in Micro-Level Vehicular Fog Network

Sarah Iqbal, Asad Waqar Malik, Anis Ur Rahman, Rafidah Md Noor
2020 IEEE Access  
In this work, we propose a secure fog computing paradigm where roadside units (RSUs) are used to offload tasks to nearby fog vehicles based on repute scores maintained at a distributed blockchain ledger  ...  The experimental results demonstrate a significant performance gain in terms of queuing time, end-to-end delay, and task completion rate when compared to the baseline queuing-based task offloading scheme  ...  The framework maintains a distributed ledger at RSUs maintaining a social reputation against every vehicle in the vehicular network.  ... 
doi:10.1109/access.2020.2979248 fatcat:hconot6nefd5hi7wdhxjsd5m5e

Integration of Blockchain and Edge Computing in Internet of Things: A Survey [article]

He Xue
2022 arXiv   pre-print
We also discuss the issues brought by the integration of blockchain and edge computing system and solutions from perspectives of resource management, joint optimization, data management, computation offloading  ...  The integration of blockchain and edge computing can further improve the resource utilization in terms of network, computing, storage, and security.  ...  NSGA-III [163] Computation Offloading Guaranteeing integral operating performance and data integrity for computation offloading.  ... 
arXiv:2205.13160v1 fatcat:xwtdefh7pbhp7icrgqybw3dd2y

Computation Offloading and Content Caching Delivery in Vehicular Edge Computing: A Survey [article]

Rudzidatul Akmam Dziyauddin, Dusit Niyato, Nguyen Cong Luong, Mohd Azri Mohd Izhar, Marwan Hadhari, Salwani Daud
2019 arXiv   pre-print
We extensively review the Computation Offloading (ComOf) techniques as well as Content Caching and Delivery (CachDel) approaches for VEC.  ...  This leads to other open problems for vehicles to offload and compute data at edge nodes, and also how data is cached in edge nodes and then disseminated to other vehicles.  ...  The computation offloading and content delivery issues are also discussed in the section.  ... 
arXiv:1912.07803v1 fatcat:lup7y4n4wjeg7evw6h7rvovlu4

Cooperative Task Offloading and Block Mining in Blockchain-based Edge Computing with Multi-agent Deep Reinforcement Learning [article]

Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana, Aruna Seneviratne, Jun Li, H. Vincent Poor
2021 arXiv   pre-print
The convergence of mobile edge computing (MEC) and blockchain is transforming the current computing services in mobile networks, by offering task offloading solutions with security enhancement empowered  ...  To address the latency issues caused by the blockchain operation in MEC, we develop a new Proof-of-Reputation consensus mechanism based on a lightweight block verification strategy.  ...  Indeed, an ED needs to minimize its offloading latency and energy consumption to maintain the quality of task offloading service, while also minimizing its mining latency to maintain the quality of block  ... 
arXiv:2109.14263v1 fatcat:cwcfk7a3vrfglerghw5wie4emy

A Novel Blockchain-as-a-Service (BaaS) Platform for Local 5G Operators

Nisita Weerasinghe, Tharaka Hewa, Madhusanka Liyanage, Salil S. Kanhere, Mika Ylianttila
2021 IEEE Open Journal of the Communications Society  
The adaptation of network softwarization in 5G allows vertical owners to deploy and operate L5GO networks.  ...  and augmented realities, and so on.  ...  roaming and offloading domains) and subscribers (offloading domain)  ... 
doi:10.1109/ojcoms.2021.3066284 fatcat:zhpipiamc5arhk3zb53mqdweuy

BPT Scheme: Establishing Trusted Vehicular Fog Computing Service for Rural Area Based On Blockchain Approach

Favian Dewanta, Masahiro Mambo
2021 IEEE Transactions on Vehicular Technology  
Based on feasibility analysis, we claim that the BPT scheme can be realized by adjusting vehicle speed and transmission range with respect to the size of offloaded data.  ...  The simulation results and feasibility analysis then validate the performance of the BPT scheme in rural areas.  ...  ACKNOWLEDGMENT Authors thank to several unknown reviewers and colleagues who share their thought to increase the quality of this paper.  ... 
doi:10.1109/tvt.2021.3051258 fatcat:wvvpqolc6rbbve777u6guuxtoa

Game Theoretic Approaches in Vehicular Networks: A Survey [article]

Zemin Sun, Yanheng Liu, Jian Wang, Carie Anil, Dongpu Cao
2020 arXiv   pre-print
Moreover, with the development of fifth-generation (5G) wireless communication, recent contributions of GT to diverse emerging technologies of 5G integrated into VNs are surveyed in this paper.  ...  As VNs and GT have been extensively investigate34d, this survey starts with a brief introduction of the basic concept and classification of GT used in VNs.  ...  However, the problems of task offloading, content delivery, and resource allocation or sharing are challenging in VEC due to the limited storage capacity of Mobile Edge Computing (MEC), especially in dense  ... 
arXiv:2006.00992v1 fatcat:lljjlitvlvbvhbg3aot5xszefm

Threat-modeling-guided Trust-based Task Offloading for Resource-constrained Internet of Things

Matthew Bradbury, Arshad Jhumka, Tim Watson, Denys Flores, Jonathan Burton, Matthew Butler
2022 ACM transactions on sensor networks  
Therefore, in this article, we present a novel trust-model-driven system architecture , based on behavioral evidence , that is suitable for resource-constrained IoT devices and supports computation offloading  ...  The proposed system architecture includes threat handling mechanisms that provide security properties such as confidentiality, authentication, and non-repudiation of messages in required scenarios and  ...  ACKNOWLEDGMENTS The authors would like to thank Martin Gunnarsson and Krzysztof Mateusz Malarski at RISE for assistance with their work-in-progress OSCORE implementation.  ... 
doi:10.1145/3510424 fatcat:yudxl235o5gnxhe3sxtr5xc5ty

Review on Offloading of Vehicle Edge Computing

Mingwei Wang, Hualing Yi, Feng Jiang, Ling Lin, Min Gao
2022 Journal of Artificial Intelligence and Technology  
We survey principal offloading schemes and methods in the VEC field and classify the current offloading of computing tasks into different categories. We also discuss the prospect of VEC.  ...  To this end, this study focuses on the offloading of computing tasks in VEC.  ...  The integration of DL and computing offloading in VEC are mainly in the following aspects. 1) The application of DL on edge.  ... 
doi:10.37965/jait.2022.0120 fatcat:cdmk3tyrlrhl3g4nqhk5wlwnlm

Blockchain for Vehicular Internet of Things: Recent Advances and Open Issues

Chunrong Peng, Celimuge Wu, Liming Gao, Jiefang Zhang, Kok-Lim Alvin Alvin Yau, Yusheng Ji
2020 Sensors  
There are many studies focusing on the use of blockchain in managing data and transactions in vehicular environments.  ...  However, the application of blockchain in vehicular environments also faces some technical challenges. In this paper, we first explain the fundamentals of blockchain and vehicular IoT.  ...  the privacy and integrity of transaction contents.  ... 
doi:10.3390/s20185079 pmid:32906707 pmcid:PMC7571114 fatcat:ukisc67roneg7kcqugsiblh6ca

Trust assessment in 32 KiB of RAM

Matthew Bradbury, Arshad Jhumka, Tim Watson
2021 Proceedings of the 36th Annual ACM Symposium on Applied Computing  
IoT devices will not be able to execute computationally expensive tasks and will require more powerful computing nodes, called edge nodes, for such execution, in a process called computation offloading  ...  In this paper, we present a trust model-based system architecture for computation offloading, based on behavioural evidence.  ...  Therefore, in this paper, we propose and describe a system architecture for trust-based task offloading.  ... 
doi:10.1145/3412841.3441898 fatcat:nqxvzrje75hzhgbfehadgfzn2q

Blockchain for the Internet of Vehicles towards Intelligent Transportation Systems: A Survey [article]

Muhammad Baqer Mollah, Jun Zhao, Dusit Niyato, Yong Liang Guan, Chau Yuen, Sumei Sun, Kwok-Yan Lam, Leong Hai Koh
2020 arXiv   pre-print
By allowing the development of a common information exchange platform between vehicles and heterogeneous vehicular networks, this integration aims to create a better environment and public space to the  ...  IoV enables the integration of smart vehicles with the Internet and system components attributing to their environment such as public infrastructures, sensors, computing nodes, pedestrians and other vehicles  ...  , integrity, and privacy.  ... 
arXiv:2007.06022v1 fatcat:j7zjypmq3jhzjeqejeedjgdepa

Tag-assisted social-aware opportunistic device-to-device sharing for traffic offloading in mobile social networks

Xiaofei Wang, Zhengguo Sheng, Shusen Yang, Victor C. M. Leung
2016 IEEE wireless communications  
In this article, we discuss the potential of combining users' online and offline social impacts to exploit the device-to-device (D2D) opportunistic sharing for offloading the mobile traffic.  ...  M (2016) Tag-assisted social-aware opportunistic device-to-device sharing for traffic offloading in mobile social networks.  ...  Further, the TASA framework needs to be jointly implemented and synchronized on both user devices and cloud platform to maintain the online and offline social data integrity.  ... 
doi:10.1109/mwc.2016.7553027 fatcat:khliceg6j5ao5bbhlpvusspbpm

A Secure Client Aware Certification for Mobile Cloud Offloading Decision

Uma D, Latha Tamilselvan, Silviya J, UdhayaKumar Shanmugam
2017 International Journal of Intelligent Engineering and Systems  
Integrity check, privacy protection, and access patterns are some of the attributes considered for offloading decision.  ...  The advancements in smartphones with excellent feasibility and networking capabilities paved the way for rising leap in mobile communication, but their limitations incline users to next level paradigm  ...  Whenever particular items of data are to be stored, security plays an important role in maintaining integrity.  ... 
doi:10.22266/ijies2017.0430.12 fatcat:binsk6uza5f6xkzkiqxielz7nm

Evolution of V2X Communication and Integration of Blockchain for Security Enhancements

Rakesh Shrestha, Seung Yeob Nam, Rojeena Bajracharya, Shiho Kim
2020 Electronics  
We investigate the integration of blockchain in 5G-based MEC vehicular networks for security, privacy protection, and content caching.  ...  We present the issues and challenges in existing edge computing and 5G V2X and, then, we shed some light on future research directions in these integrated and emerging technologies.  ...  The authors in [84, 85] proposed computation offloading and content caching in wireless blockchain networks integrated with MEC.  ... 
doi:10.3390/electronics9091338 fatcat:ryf6h57q45et5mvv65k5xdhpqu
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