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Yuan et al., 2016 - Google Patents

Spark-GPU: An accelerated in-memory data processing engine on clusters

Yuan et al., 2016

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Document ID
16977644384076903096
Author
Yuan Y
Salmi M
Huai Y
Wang K
Lee R
Zhang X
Publication year
Publication venue
2016 IEEE International Conference on Big Data (Big Data)

External Links

Snippet

Apache Spark is an in-memory data processing system that supports both SQL queries and advanced analytics over large data sets. In this paper, we present our design and implementation of Spark-GPU that enables Spark to utilize GPU's massively parallel …
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Classifications

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    • G06F17/30286—Information retrieval; Database structures therefor; File system structures therefor in structured data stores
    • G06F17/30386—Retrieval requests
    • G06F17/30424—Query processing
    • G06F17/30442—Query optimisation
    • G06F17/30445—Query optimisation for parallel queries
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
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    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
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    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
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