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RDFS Reasoning on Massively Parallel Hardware
Published on Dec 03, 20122667 Views
Recent developments in hardware have shown an increase in parallelism as opposed to clock rates. In order to fully exploit these new avenues of performance improvement, computationally expensive workl
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Chapter list
RDFS Reasoning on Massively Parallel Hardware00:00
RDFS reasoning - 100:14
RDFS reasoning - 200:59
Preliminaries - 101:10
Preliminaries - 201:16
Preliminaries - 301:26
Preliminaries - 401:45
Special cases - 103:20
Special cases - 203:49
Parallel RDFS reasoning - 104:07
Parallel RDFS reasoning - 204:14
Parallel RDFS reasoning - 304:49
Parallel RDFS reasoning - 405:13
OpenCL05:39
OpenCL memory model06:28
Big picture - 107:41
Big picture - 207:44
Big picture - 307:47
Big picture - 408:20
Big picture - 509:09
Big picture - 609:14
Big picture - 709:16
Rule implementation09:27
TC-based rules10:20
Join rules11:24
The duplicate problem - 113:02
The duplicate problem - 213:22
The duplicate problem - 313:45
The duplicate problem - 414:10
Duplicates by rule - 114:34
Duplicates by rule - 215:09
Global duplicate prevention15:19
Local deduplication16:05
Local dedup example - 116:44
Local dedup example - 216:48
Local dedup example - 316:59
Local dedup example - 417:08
Local dedup example - 517:18
Local dedup example - 617:44
Local dedup example - 718:11
Experiments18:23
Datasets18:54
Results – Exp119:35
Results – Exp220:36
Results – Exp321:07
CPU – GPU comparison21:44
Conclusions/future work22:17