CAREER: Exploiting Instruction-Based and User-Behavior-Based Prediction for Energy and Performance Management in Operating Systems

提高能效至关重要，因为未来的用户将需要电池寿命更长的移动设备或性能更高的固定系统，即使在能源成本增加的情况下，这些设备的运行也具有成本效益。有效的能源管理面临的挑战是将系统资源的功率状态与应用或用户需求相匹配。目标是通过使设备在不使用时保持低功率状态来降低能源消耗，但同时在设备需求到达时提供高响应。当前的解决方案要么不透明，需要程序员参与，要么在降低能耗方面效率较低，可能会给应用程序和用户带来显著的延迟。拟议工作的目标是设计一个完全自主和统一的系统，透明地审查和适应当前和未来系统中交互和非交互应用的应用需求。这一目标将通过对交互系统的操作系统中的用户和应用程序行为进行高度详细的监控以及对非交互服务器类型的系统进行应用程序监控来实现。捕获和了解此类用户和应用程序行为对于满足用户在节能的同时实现高性能的需求至关重要。该项目将让学生通过课堂作业和独立研究，为各种系统组件和设备类型设计和评估节能机制。这些项目和作业将使学生更好地了解他们在未来职业生涯中将面临的挑战。

Improving energy efficiency is critical since future users will demand mobile devices with even longer battery life or higher performance stationary systems that are cost effective to operate even when energy costs increase. The challenge that efficient energy management faces is matching the power state of the system resources to the application or user demand. The goal is to reduce energy consumption by keeping the device in the low-power state when not used, but at the same time provide high response when the demand for the device arrives. Current solutions are either not transparent and require programmer involvement, or are less effective in reducing energy consumption and can expose significant delays to the application and the user. The goal of the proposed work is to design a fully autonomous and unified system that will transparently examine and adapt to application demands of both interactive as well as non-interactive applications in the current and future systems. This goal will be achieved through highly detailed user and application behavior monitoring in the operating system for interactive system, and application monitoring for non-interactive server type systems. Capturing and understanding such user and application behavior is critical in meeting user demand for high performance while saving energy. The project will involve students in designing and evaluating energy-efficient mechanisms for various system components and device types through in-class assignments as well as independent studies. The projects and assignments will provide students with better understanding of the challenges that they will face in their future careers.