RobustEdge

Fault-tolerant Control for Vehicular Edge Computing

Timeframe

Institutions

• TU Dresden
• University of Campinas

Team @ TU Dresden

• Prof. Dr. Christoph Sommer
• Joahannes Costa

Funding

• FAPESP BEPE

Description

Vehicular Edge Computing is a promising paradigm that provides cloud computing services closer to vehicular users. Vehicles and communication infrastructure can cooperatively provide vehicular services with low latency constraints through vehicular cloud formation and use of these computational resources via task scheduling. An efficient task scheduler needs to decide which cloud will run the tasks, considering vehicular mobility and task requirements. This is important to minimize processing time and, consequently, monetary cost. However, the literature solutions do not consider these contextual aspects together, degrading the overall system efficiency. This project is studying fault-tolerant control in dynamic environments, specifically for the VEC processes.

Selected Publications

• Joahannes B. D. da Costa, Allan M. de Souza, Denis Rosário, Christoph Sommer and Leandro Aparecido Villas, "Efficient Pareto Optimality-based Task Scheduling for Vehicular Edge Computing," Proceedings of 96th IEEE Vehicular Technology Conference (VTC 2022-Fall), London, United Kingdom, September 2022. [DOI, BibTeX, PDF and Details...]
• Joahannes B. D. da Costa, Allan Mariano de Souza, Wellington Viana Lobato Junior, Denis Rosário, Christoph Sommer and Leandro Aparecido Villas, "Improving Fairness and Performance in Resource Usage for Vehicular Edge Computing," Proceedings of 98th IEEE Vehicular Technology Conference (VTC 2023-Fall), Hong Kong, China, October 2023. [DOI, BibTeX, PDF and Details...]
• Joahannes B. D. da Costa, Allan Mariano de Souza, Rodolfo I. Meneguette, Eduardo Cerqueira, Denis Rosário, Christoph Sommer and Leandro Aparecido Villas, "Mobility and Deadline-Aware Task Scheduling Mechanism for Vehicular Edge Computing," IEEE Transactions on Intelligent Transportation Systems, vol. 24 (10), pp. 11345–11359, May 2023. [DOI, BibTeX, PDF and Details...]
• Joahannes B. D. da Costa, Wellington Viana Lobato Junior, Allan Mariano de Souza, E. Cerqueira, Denis Rosário, Christoph Sommer and Leandro Aparecido Villas, "Mobility-aware Vehicular Cloud formation mechanism for Vehicular Edge Computing environments," Elsevier Ad Hoc Networks, vol. 151, December 2023. [DOI, BibTeX, PDF and Details...]