Operating System Challenges for GPU Resource Management
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2014, Vol 2, Issue 9
Abstract
The graphics processing units(GPU) have rapidly evolved to become high performance accelerators for dataparallel computing. For accelerating graphics and data-parallel compute-intensive applications the GPU is a most popular platform. As technology stands today , the GPU is the most well-suited platform. GPUs can accelerate the processing speeds significantly. It significantly outperforms traditional multi-core processor in performance and energy efficiency. The efforts of GPU resource management for multitasking environments are lacking models, designs and implementation. This paper identifies a GPU resource management model to provide a basis for operating systems research using GPU technology .We present design concepts for GPU resource management. In this paper, we discuss about the list of operating system challenges for GPU resource management. The specific idea of GPU scheduling is for real-time system. Our primary evaluation demonstrate that the performance of open-source software is competitive with that of proprietary software , and hence operating systems research can start investigating GPU resource management.
Authors and Affiliations
Jyoti Chandel, Neha Gupta, Jyoti Yadav
Keywords
Related Articles
- EP ID EP18639
- DOI -
- Views 291
- Downloads 8
Review on Air Bearings and Its Applications
Bearings are machine elements that allow components to move with respect to each other. A little consideration will show that some part of power wasted in overcoming the frictional resistance and due to the contact of s...
Design and Implementation of Pyramidal Horn Antenna
This technical paper presents design and implementation of pyramidal horn antenna. Antenna is a transducer used to convert electrical signals into electromagnetic waves i.e. radio waves. Horn antenna supports wide range...
slugReducing Error Signal in Multilayer Perceptron Neural Networks using MLP for Label Ranking
This paper describes a simple tactile probe for identifying error signal in Multilayer. In multilayer having the number of hidden layers error signal can be process as irrespective manner so difficult to find out the er...
Secure Electronic Voting Machine with Finger Print Based Biometric System
Electronic voting mean for (e-voting) and it casting votes and counting votes electronically. This technology used for punch cards, optical scan voting systems, Direct-recording electronic (DRE) voting systems and priva...
Study on Differential for Optimum Utilization in Automobile
This paper introduce about differential. Differential is the mechanical device which is used for balancing the automobile. Differential differentiate the motion of inner and outer wheel of automobiles. It has different...