Title
Power-Performance Modelling of Mobile Gaming Workloads on Heterogeneous MPSoCs
Abstract
Games have emerged as one of the most popular applications on mobile platforms. Recent platforms are now equipped with Heterogeneous Multiprocessor System-on-Chips (HMPSoCs) tightly integrating CPUs and GPUs on the same chip. This configuration enables high-end gaming on the platform but at the cost of high power consumption rapidly draining the underlying limited-capacity battery. The HMPSoCs are capable of independent Dynamic Voltage and Frequency Scaling (DVFS) for CPUs and GPUs for reduction in platforms power consumption. State-of-the-art power manager for mobile games on HMPSoCs oversimplifies the complex CPUGPU interplay. In this paper, we develop power-performance models predicting the impact of DVFS on mobile gaming workloads. Based on our models, we propose an efficient power management strategy and implement it on an Odroid-XU+E mobile platform. Measurements on the platform show that our power manager provides on average 20% increase in performance per watt when compared to the state-of-the-art.
Year
DOI
Venue
2015
10.1145/2744769.2744894
DAC
Keywords
Field
DocType
games
Power management,Computer science,Voltage,Multiprocessing,Real-time computing,Chip,Frequency scaling,Performance per watt,Power performance,Battery (electricity),Embedded system
Conference
ISSN
Citations 
PageRank 
0738-100X
23
0.98
References 
Authors
11
4
Name
Order
Citations
PageRank
Anuj Pathania118114.97
alexandru eugen irimiea2230.98
Alok Prakash316720.47
Tulika Mitra42714135.99