Differentiable Optimization for Orchestration: Resource Offloading for Vehicles in Smart Cities

• Published in: IEEE access Vol. 12; p. 1
• Main Authors: Strauss, Thilo, Oechsle, Michael, Bauknecht, Uwe
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 01.01.2024; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; Automobiles; Cities; Cloud computing; Combinatorial analysis; Connected and Autonomous Vehicle (CAV); Constraints; Edge computing; Heuristic methods; Indexes; Infrastructure; Intelligent sensors; Mobile computing; Multi-access Edge Cloud (MEC); Optimization; Orchestration; Roads; Roadsides; Smart cities; Smart City; Task analysis; Task complexity; Wireless communication

Connected and Autonomous Vehicles (CAV) which interact with Roadside Units (RSU) as part of a smart city infrastructure are currently seeing first real-world deployments. Not only can CAVs benefit from access to a cities' infrastructure by obtaining data from various sensors (e.g., Video or Lid...