频率标度
计算机科学
移动设备
移动处理器
能源消耗
利用
嵌入式系统
中央处理器
高效能源利用
计算机硬件
移动技术
操作系统
电气工程
移动网络
工程类
计算机安全
作者
Seyeon Kim,Kyungmin Bin,Sangtae Ha,Kyunghan Lee,Song Chong
出处
期刊:GetMobile
[Association for Computing Machinery]
日期:2022-03-30
卷期号:25 (4): 30-34
被引量:7
标识
DOI:10.1145/3529706.3529714
摘要
With the advent of mobile processors integrating CPU and GPU, high-performance tasks, such as deep learning, gaming, and image processing are running on mobile devices. To fully exploit CPU and GPU's capability on mobile devices, we need to utilize their processing capability as much as possible. However, it is challenging due to the nature of mobile devices whose users are sensitive to battery consumption and device temperature. Many researchers have studied techniques enabling energy-efficient operations in mobile processors, mostly at managing the temperature and power consumption below predefined thresholds. DVFS (Dynamic Voltage and Frequency Scaling) is a technique that reduces heat generation and power consumption from the circuit by adjusting CPU or GPU voltage-frequency levels at runtime. To best utilize its benefits, many DVFS techniques have been developed for mobile processors. Still, it is challenging to implement a DVFS that performs ideally for mobile devices, and there are several reasons behind this difficulty.
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