Enabling a Uniform OpenCL Device View for Heterogeneous Platforms Article Swipe
Dafei Huang
,
Changqing Xun
,
Nan Wu
,
Mei Wen
,
Chunyuan Zhang
,
Xing Cai
,
Qianming Yang
·
YOU?
·
· 2015
· Open Access
·
· DOI: https://doi.org/10.1587/transinf.2014edp7244
YOU?
·
· 2015
· Open Access
·
· DOI: https://doi.org/10.1587/transinf.2014edp7244
Aiming to ease the parallel programming for heterogeneous architectures, we propose and implement a high-level OpenCL runtime that conceptually merges multiple heterogeneous hardware devices into one virtual heterogeneous compute device (VHCD). Moreover, automated workload distribution among the devices is based on offline profiling, together with new programming directives that define the device-independent data access range per work-group. Therefore, an OpenCL program originally written for a single compute device can, after inserting a small number of programming directives, run efficiently on a platform consisting of heterogeneous compute devices. Performance is ensured by introducing the technique of virtual cache management, which minimizes the amount of host-device data transfer. Our new OpenCL runtime is evaluated by a diverse set of OpenCL benchmarks, demonstrating good performance on various configurations of a heterogeneous system.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1587/transinf.2014edp7244
- https://www.jstage.jst.go.jp/article/transinf/E98.D/4/E98.D_2014EDP7244/_pdf
- OA Status
- diamond
- References
- 21
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2047483554
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Raw OpenAlex JSON
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- DOI
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https://doi.org/10.1587/transinf.2014edp7244Digital Object Identifier
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Enabling a Uniform OpenCL Device View for Heterogeneous PlatformsWork title
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2015Year of publication
- Publication date
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2015-01-01Full publication date if available
- Authors
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Dafei Huang, Changqing Xun, Nan Wu, Mei Wen, Chunyuan Zhang, Xing Cai, Qianming YangList of authors in order
- Landing page
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https://doi.org/10.1587/transinf.2014edp7244Publisher landing page
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https://www.jstage.jst.go.jp/article/transinf/E98.D/4/E98.D_2014EDP7244/_pdfDirect link to full text PDF
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YesWhether a free full text is available
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diamondOpen access status per OpenAlex
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https://www.jstage.jst.go.jp/article/transinf/E98.D/4/E98.D_2014EDP7244/_pdfDirect OA link when available
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Computer science, Workload, Symmetric multiprocessor system, Profiling (computer programming), Cache, Parallel computing, Distributed computing, Embedded system, Operating systemTop concepts (fields/topics) attached by OpenAlex
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0Total citation count in OpenAlex
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21Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.for | 6, 63 |
| abstract_inverted_index.new | 45, 107 |
| abstract_inverted_index.one | 25 |
| abstract_inverted_index.per | 55 |
| abstract_inverted_index.run | 77 |
| abstract_inverted_index.set | 115 |
| abstract_inverted_index.the | 3, 36, 50, 92, 100 |
| abstract_inverted_index.can, | 68 |
| abstract_inverted_index.data | 52, 104 |
| abstract_inverted_index.ease | 2 |
| abstract_inverted_index.good | 120 |
| abstract_inverted_index.into | 24 |
| abstract_inverted_index.that | 17, 48 |
| abstract_inverted_index.with | 44 |
| abstract_inverted_index.after | 69 |
| abstract_inverted_index.among | 35 |
| abstract_inverted_index.based | 39 |
| abstract_inverted_index.cache | 96 |
| abstract_inverted_index.range | 54 |
| abstract_inverted_index.small | 72 |
| abstract_inverted_index.which | 98 |
| abstract_inverted_index.Aiming | 0 |
| abstract_inverted_index.OpenCL | 15, 59, 108, 117 |
| abstract_inverted_index.access | 53 |
| abstract_inverted_index.amount | 101 |
| abstract_inverted_index.define | 49 |
| abstract_inverted_index.device | 29, 67 |
| abstract_inverted_index.merges | 19 |
| abstract_inverted_index.number | 73 |
| abstract_inverted_index.single | 65 |
| abstract_inverted_index.(VHCD). | 30 |
| abstract_inverted_index.compute | 28, 66, 85 |
| abstract_inverted_index.devices | 23, 37 |
| abstract_inverted_index.diverse | 114 |
| abstract_inverted_index.ensured | 89 |
| abstract_inverted_index.offline | 41 |
| abstract_inverted_index.program | 60 |
| abstract_inverted_index.propose | 10 |
| abstract_inverted_index.runtime | 16, 109 |
| abstract_inverted_index.system. | 128 |
| abstract_inverted_index.various | 123 |
| abstract_inverted_index.virtual | 26, 95 |
| abstract_inverted_index.written | 62 |
| abstract_inverted_index.devices. | 86 |
| abstract_inverted_index.hardware | 22 |
| abstract_inverted_index.multiple | 20 |
| abstract_inverted_index.parallel | 4 |
| abstract_inverted_index.platform | 81 |
| abstract_inverted_index.together | 43 |
| abstract_inverted_index.workload | 33 |
| abstract_inverted_index.Moreover, | 31 |
| abstract_inverted_index.automated | 32 |
| abstract_inverted_index.evaluated | 111 |
| abstract_inverted_index.implement | 12 |
| abstract_inverted_index.inserting | 70 |
| abstract_inverted_index.minimizes | 99 |
| abstract_inverted_index.technique | 93 |
| abstract_inverted_index.transfer. | 105 |
| abstract_inverted_index.Therefore, | 57 |
| abstract_inverted_index.consisting | 82 |
| abstract_inverted_index.directives | 47 |
| abstract_inverted_index.high-level | 14 |
| abstract_inverted_index.originally | 61 |
| abstract_inverted_index.profiling, | 42 |
| abstract_inverted_index.Performance | 87 |
| abstract_inverted_index.benchmarks, | 118 |
| abstract_inverted_index.directives, | 76 |
| abstract_inverted_index.efficiently | 78 |
| abstract_inverted_index.host-device | 103 |
| abstract_inverted_index.introducing | 91 |
| abstract_inverted_index.management, | 97 |
| abstract_inverted_index.performance | 121 |
| abstract_inverted_index.programming | 5, 46, 75 |
| abstract_inverted_index.work-group. | 56 |
| abstract_inverted_index.conceptually | 18 |
| abstract_inverted_index.distribution | 34 |
| abstract_inverted_index.demonstrating | 119 |
| abstract_inverted_index.heterogeneous | 7, 21, 27, 84, 127 |
| abstract_inverted_index.architectures, | 8 |
| abstract_inverted_index.configurations | 124 |
| abstract_inverted_index.device-independent | 51 |
| cited_by_percentile_year | |
| countries_distinct_count | 2 |
| institutions_distinct_count | 7 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/9 |
| sustainable_development_goals[0].score | 0.4699999988079071 |
| sustainable_development_goals[0].display_name | Industry, innovation and infrastructure |
| citation_normalized_percentile.value | 0.06928808 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |