CSR: Small: Energy-Aware Resource Management for Networked Real-Time Embedded Systems

CSR：小型：网络实时嵌入式系统的能源感知资源管理

• 批准号: 1218819
• 负责人: Manimaran Govindarasu
• 金额: $ 30万
• 依托单位: Iowa State University
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2012
• 资助国家: 美国
• 起止时间: 2012-10-01 至 2016-09-30
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1218819&HistoricalAwards=false
• 关键词: CSR; Small; Energy; Aware; Resource

This project develops innovative energy-aware resource management algorithms for networked real-time systems, that seek to optimize system-level energy consumption, including both computation and communication. Central to this research is the systematic exploitation of network coding, both at the physical and network layers, to reduce the number of message transmissions and hence reduce the overall energy consumption. Research tasks include: (i) design of energy-aware scheduling algorithms for static and dynamic workloads; (ii) design of energy-aware run-time adaptation algorithms accounting for both workload and channel variations; (iii) performance evaluation of the algorithms through a combination of simulation- and testbed-based experiments under a variety of realistic workloads accounting for various system overheads including those that are due to network coding. Real-time embedded systems combining sensing, computation, and communication play a prominent role in a variety of current and emerging safety- and mission-critical applications. Such systems typically rely on batteries or other limited energy sources. It is a continuing challenge to satisfy timeliness and reliability constraints in such energy-limited environments. This project investigates the application of incorporating "network coding" -- a technique for combining multiple packets of information into a single message -- as a means of reducing energy consumed for wireless communication, as part of a broader strategy for energy conservation. Besides contributing to technology that will enable functionally richer and long-lived real-time applications, this project develops novel curriculum modules, mentors undergraduate students including under-represented minorities through capstone design projects, and exposes high school students to energy management concepts in real-time applications via testbed demonstrations.

该项目为网络实时系统开发创新的能源感知资源管理算法，旨在优化系统级能耗，包括计算和通信。这项研究的核心是在物理层和网络层系统地利用网络编码，以减少消息传输的数量，从而降低整体能耗。研究任务包括：（i）设计用于静态和动态工作负载的能量感知调度算法;（ii）设计考虑工作负载和信道变化的能量感知运行时自适应算法;（iii）在考虑各种系统开销（包括由于网络编码引起的开销）的各种实际工作负载下，通过基于仿真和基于测试床的实验的组合对算法进行性能评估。结合传感、计算和通信的实时嵌入式系统在各种当前和新兴的安全和任务关键型应用中发挥着重要作用。这种系统通常依赖于电池或其他有限的能源。这是一个持续的挑战，以满足这种能源有限的环境中的及时性和可靠性的限制。本项目研究将“网络编码”-一种将多个信息包合并成一个消息的技术-作为减少无线通信能耗的一种手段的应用，作为更广泛的节能战略的一部分。除了有助于技术，使功能更丰富，寿命更长的实时应用程序，该项目开发新的课程模块，指导本科生，包括代表性不足的少数民族通过顶点设计项目，并暴露高中生能源管理的概念，在实时应用通过试验台演示。