Research Hub

대학 자원

대학 인프라와 자원을 공유해 공동 연구와 기술 활용을 지원합니다.

Loading...

논문 리스트

2016
GPU 성능향상을 위한 IPC 기반 동적 CTA 스케줄링 기법 연구 An IPC-based Dynamic Cooperative Thread Array Scheduling Scheme for GPUs
한국컴퓨터정보학회
논문정보
Publisher
한국컴퓨터정보학회논문지
Issue Date
2016-02-26
Keywords
-
Citation
-
Source
-
Journal Title
-
Volume
21
Number
2
Start Page
9
End Page
16
DOI
ISSN
1598849X
Abstract
Recently, many research groups have focused on GPGPUs in order to improve the performance of computing systems. GPGPUs can execute general-purpose applications as well as graphics applications by using parallel GPU hardware resources. GPGPUs can process thousands of threads based on warp scheduling and CTA scheduling. In this paper, we utilize the traditional CTA scheduler to assign a various number of CTAs to SMs. According to our simulation results, increasing the number of CTAs assigned to the SM statically does not improve the performance. To solve the problem in traditional CTA scheduling schemes, we propose a new IPC-based dynamic CTA scheduling scheme. Compared to traditional CTA scheduling schemes, the proposed dynamic CTA scheduling scheme can increase the GPU performance by up to 13.1%.

저자 정보

이름 소속
등록된 데이터가 없습니다.