Title :
Quality of Service-Aware Dynamic Voltage and Frequency Scaling for Embedded GPUs
Author :
Daecheol You ; Ki-Seok Chung
Author_Institution :
Dept. of Electron., Comput. & Commun. Eng., Hanyang Univ., Seoul, South Korea
Abstract :
Dynamic voltage and frequency scaling (DVFS) is a key technique for reducing processor power consumption in mobile devices. In recent years, mobile system-on-chips (SoCs) has supported DVFS for embedded graphics processing units (GPUs) as the processing power of embedded GPUs has been increasing steadlily. The major challenge of applying DVFS to a processing unit is to meet the quality of service (QoS) requirement while achieving a reasonable power reduction. In the case of GPUs, the QoS requirement can be specified as the frame-per-second (FPS) which the target GPU should achieve. The proposed DVFS technique ensures a consistent GPU performance by scaling the operating clock frequency in a way that it maintains a uniform FPS.
Keywords :
graphics processing units; power aware computing; quality of service; system-on-chip; DVFS; SoC; dynamic voltage scaling; embedded GPU; frequency scaling; graphics processing unit; mobile device; mobile system-on-chips; operating clock frequency; processor power consumption; quality of service; Benchmark testing; Clocks; Correlation; Energy consumption; Graphics processing units; Quality of service; System-on-chip; Graphics processors; energy-aware systems; hardware/software interfaces; low-power design;
Journal_Title :
Computer Architecture Letters
DOI :
10.1109/LCA.2014.2319079