Blockchain Based Simulated Virtual Machine Placement Hybrid Approach for Decentralized Cloud and Edge Computing Environments

Rathod, Suresh; Joshi, Rahul; Gonge, Sudhanshu; Pandya, Sharnil; Gadekallu, Thippa Reddy; Javed, Abdul Rehman

doi:10.1007/978-3-031-28150-1_12

Advances in Information Security

2023

DOI: 10.1007/978-3-031-28150-1_12

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Blockchain Based Simulated Virtual Machine Placement Hybrid Approach for Decentralized Cloud and Edge Computing Environments

Suresh Rathod

Rahul Joshi

Sudhanshu Gonge

et al.

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2023

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Cited by 2 publications

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“…The authors discuss how federated learning can enhance AVs' performance while maintaining data privacy and how the Blockchain can provide secure and transparent data sharing. The paper highlights the potential benefits of this combination and offers insights into the challenges related to communication overhead, data privacy, and Blockchain scalability [71]. Overall, the paper contributes to the understanding of leveraging Federated learning and the Blockchain for AVs.…”

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confidence: 92%

Connected and Automated Vehicles: Infrastructure, Applications, Security, Critical Challenges, and Future Aspects

Sadaf,

Iqbal,

Javed

et al. 2023

Technologies

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Autonomous vehicles (AV) are game-changing innovations that promise a safer, more convenient, and environmentally friendly mode of transportation than traditional vehicles. Therefore, understanding AV technologies and their impact on society is critical as we continue this revolutionary journey. Generally, there needs to be a detailed study available to assist a researcher in understanding AV and its challenges. This research presents a comprehensive survey encompassing various aspects of AVs, such as public adoption, driverless city planning, traffic management, environmental impact, public health, social implications, international standards, safety, and security. Furthermore, it presents emerging technologies such as artificial intelligence (AI), integration of cloud computing, and solar power usage in automated vehicles. It also presents forensics approaches, tools used, standards involved, and challenges associated with conducting digital forensics in the context of autonomous vehicles. Moreover, this research provides an overview of cyber attacks affecting autonomous vehicles, attack management, traditional security devices, threat modeling, authentication schemes, over-the-air updates, zero-trust architectures, data privacy, and the corresponding defensive strategies to mitigate such risks. It also presents international standards, guidelines, and best practices for AVs. Finally, it outlines the future directions of AVs and the challenges that must be addressed to achieve widespread adoption.

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mentioning

confidence: 92%

Connected and Automated Vehicles: Infrastructure, Applications, Security, Critical Challenges, and Future Aspects

Sadaf,

Iqbal,

Javed

et al. 2023

Technologies

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Fog computing out of the box: Dynamic deployment of fog service containers with TOSCA

Basak,

Srirama

2023

Int J Network Mgmt

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The conventional cloud‐centric Internet of Things (IoT) application fails to meet the latency requirement of time‐critical applications. The idea of edge and fog computing arrived to distribute workloads across the fog devices located in the local area. However, achieving seamless interoperability, platform independence, and automatic deployment of services becomes the major challenge over heterogeneous fog devices. This paper proposes an integrated and standards‐based fog computing federation framework, FogDEFT, that adapts OASIS–Topology and Orchestration Specification for Cloud Applications (TOSCA) for service deployment in fog. The framework standardizes the distributed application design with TOSCA Service Template to deploy Docker Containers in Swarm mode and manages interoperability over heterogeneous fog devices. The framework uses a lightweight TOSCA compliant orchestrator to dynamically deploy various fog applications (user‐developed services) on the fly.

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Blockchain Based Simulated Virtual Machine Placement Hybrid Approach for Decentralized Cloud and Edge Computing Environments

Cited by 2 publications

References 39 publications

Connected and Automated Vehicles: Infrastructure, Applications, Security, Critical Challenges, and Future Aspects

Connected and Automated Vehicles: Infrastructure, Applications, Security, Critical Challenges, and Future Aspects

Fog computing out of the box: Dynamic deployment of fog service containers with TOSCA

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