Energy Efficiency and Task Optimization in Edge Computing

The field of edge computing is moving towards greater energy efficiency and task optimization, with a focus on integrating renewable energy sources and developing innovative algorithms to manage resource allocation. Researchers are exploring the use of energy harvesting technologies to power edge computing systems, and developing strategies to balance the intermittent nature of harvested energy with dynamic user demand. Another key area of research is the optimization of task offloading and resource allocation in edge computing systems, with a focus on minimizing latency and maximizing throughput. Notable papers in this area include:

  • PEARL: Power- and Energy-Aware Multicore Intermittent Computing, which presents a novel systems support for efficient intermittent computing on multicore microcontroller platforms.
  • Revisiting Wireless-Powered MEC: A Cooperative Energy Recycling Framework for Task-Energy Co-Design, which proposes a cooperative energy recycling framework for wireless-powered multi-access edge computing networks.
  • Fairness-Aware Computation Offloading in Wireless-Powered MEC Systems with Cooperative Energy Recycling, which investigates cooperative energy recycling in wireless-powered mobile edge computing systems and formulates a joint computation optimization problem to balance total computable data and user fairness.

Sources

Dynamic Service Scheduling and Resource Management in Energy-Harvesting Multi-access Edge Computing

PEARL: Power- and Energy-Aware Multicore Intermittent Computing

Spatial Crowdsourcing-based Task Allocation for UAV-assisted Maritime Data Collection

Minimizing Maximum Latency of Task Offloading for Multi-UAV-assisted Maritime Search and Rescue

Joint Computation Offloading and Resource Allocation for Maritime MEC with Energy Harvesting

Revisiting Wireless-Powered MEC: A Cooperative Energy Recycling Framework for Task-Energy Co-Design

Fairness-Aware Computation Offloading in Wireless-Powered MEC Systems with Cooperative Energy Recycling

Built with on top of