WORKLOAD-AWARE DISTRIBUTED DATA PROCESSING APPARATUS AND METHOD FOR PROCESSING LARGE DATA BASED ON HARDWARE ACCELERATION
First Claim
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1. A data processing apparatus comprising:
- a memory buffer comprising partitions;
a partition unit configured to distribute a mapping result to the partitions based on a partition proportion scheme; and
a reduce node configured to receive content of a corresponding one of the partitions, and perform a reduction operation on the content to generate a reduce result.
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Abstract
A workload-aware distributed data processing apparatus and method for processing large data based on hardware acceleration are provided. The data processing apparatus includes a memory buffer including partitions. The data processing apparatus further includes a partition unit configured to distribute a mapping result to the partitions based on a partition proportion scheme. The data processing apparatus further includes a reduce node configured to receive content of a corresponding one of the partitions, and perform a reduction operation on the content to generate a reduce result.
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20 Claims
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1. A data processing apparatus comprising:
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a memory buffer comprising partitions; a partition unit configured to distribute a mapping result to the partitions based on a partition proportion scheme; and a reduce node configured to receive content of a corresponding one of the partitions, and perform a reduction operation on the content to generate a reduce result. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A data processing method comprising:
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distributing a mapping result to partitions of a memory buffer based on a partition proportion scheme; determining content of a corresponding one of the partitions; and performing a reduction operation on the content to generate a reduce result. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19, 20)
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Specification