Memory Request Priority Based Warp Scheduling for GPUs Article Swipe
Jun Zhang
,
Yanxiang He
,
Fanfan Shen
,
Qingan Li
,
Hai Tan
·
YOU?
·
· 2018
· Open Access
·
· DOI: https://doi.org/10.1049/cje.2018.05.003
YOU?
·
· 2018
· Open Access
·
· DOI: https://doi.org/10.1049/cje.2018.05.003
High performance of GPGPU comes from its super massive multithreading, which makes it more and more widely used especially in the field of throughputoriented. Data locality is one of the important factors affecting the performance of GPGPU. Although GPGPU can exploit intra/inter-warp locality by itself in part, there is still large improvement space for that. In our work, we analyze the characteristics of different applications and propose memory request based warp scheduling to better exploit inter-warp spatial locality. This method can make some warps with good inter-warp locality run faster, which is beneficial to improve the whole performance. Our experimental results show that our proposed method can achieve 24.7% and 11.9% average performance improvement over LRR and MRPB respectively.
Related Topics
Concepts
Computer science
Locality
Exploit
Multithreading
Parallel computing
General-purpose computing on graphics processing units
Locality of reference
Scheduling (production processes)
Performance improvement
Thread (computing)
Cache
Graphics
Operating system
Linguistics
Philosophy
Operations management
Computer security
Economics
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1049/cje.2018.05.003
- https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/cje.2018.05.003
- OA Status
- bronze
- Cited By
- 1
- References
- 17
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2891148648
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W2891148648Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1049/cje.2018.05.003Digital Object Identifier
- Title
-
Memory Request Priority Based Warp Scheduling for GPUsWork title
- Type
-
articleOpenAlex work type
- Language
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enPrimary language
- Publication year
-
2018Year of publication
- Publication date
-
2018-09-01Full publication date if available
- Authors
-
Jun Zhang, Yanxiang He, Fanfan Shen, Qingan Li, Hai TanList of authors in order
- Landing page
-
https://doi.org/10.1049/cje.2018.05.003Publisher landing page
- PDF URL
-
https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/cje.2018.05.003Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
bronzeOpen access status per OpenAlex
- OA URL
-
https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/cje.2018.05.003Direct OA link when available
- Concepts
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Computer science, Locality, Exploit, Multithreading, Parallel computing, General-purpose computing on graphics processing units, Locality of reference, Scheduling (production processes), Performance improvement, Thread (computing), Cache, Graphics, Operating system, Linguistics, Philosophy, Operations management, Computer security, EconomicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
1Total citation count in OpenAlex
- Citations by year (recent)
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2024: 1Per-year citation counts (last 5 years)
- References (count)
-
17Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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