Abstract.A heterogeneous computing platform is an computing system that composed of different types of computing units. By fully using the computing ability of different types of computing units, the heterogeneous computing platform can achieve better performance and power efficiency than traditional homogeneous computing platform. In this paper, we firstly summarize and analyze the key factors that affect the performance of a heterogeneous computing platform. Next, we conduct a specific survey about these key factors from both software and hardware aspects and introduce some research results and key technologies at present. And then, we introduce the heterogeneous computing framework and make a comparison between OpenCL and HSA which are now both promising. At last, we analyze the future directions of the heterogeneous computing platform.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.
customersupport@researchsolutions.com
10624 S. Eastern Ave., Ste. A-614
Henderson, NV 89052, USA
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
Copyright © 2024 scite LLC. All rights reserved.
Made with 💙 for researchers
Part of the Research Solutions Family.