Adaptive Resource Management for Sustainable Edge Computing Systems

可持续边缘计算系统的自适应资源管理

• 批准号: DE210100263
• 负责人: Dr Wei Li
• 金额: $ 29.94万
• 依托单位: The University of Sydney
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Early Career Researcher Award
• 财政年份: 2021
• 资助国家: 澳大利亚
• 起止时间: 2021-09-06 至 2025-06-07
• 项目状态: 未结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DE210100263
• 关键词: Adaptive; Resource; Management; Sustainable; Edge

This project aims to develop adaptive resource management solutions in edge computing systems for efficient management of the use of limited computing resources and varying renewable energy resources without compromising the stringent needs of emerging Internet of Things applications. These resources will be jointly managed on the diverse, dispersed, often independently owned and operated edge devices with a set of prediction, scheduling and energy saving techniques. The expected outcome is to realise a sustainable edge computing system to reduce both operational cost and negative environmental impact of the system. This project will elevate Australia to be a dominant player in sustainable computing and lead future development trends.

该项目旨在开发边缘计算系统中的自适应资源管理解决方案，以有效管理有限计算资源和各种可再生能源的使用，而不会影响新兴物联网应用的严格需求。这些资源将在不同的、分散的、通常独立拥有和运营的边缘设备上进行联合管理，并采用一套预测、调度和节能技术。预期的结果是实现可持续的边缘计算系统，以降低系统的运营成本和负面环境影响。该项目将使澳大利亚成为可持续计算领域的主导者，并引领未来的发展趋势。