System and method for processing skewed datasets
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United States of America Patent
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Aug 15, 2023
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app pub date -
Sep 29, 2020
filing date -
Sep 29, 2020
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Abstract
Disclosed is a method and system for processing skewed datasets. The processor 202 is configured to capture a broadcast size of non-skewed datasets to be loaded onto a memory associated with one or more nodes in a distributed system. The skewed dataset is identified from two or more datasets to be joined. Each of the non-skewed dataset is divided into a plurality of non-skewed data chunks at the node and each of the non-skewed data chunk is broadcasted to one or more nodes having the skewed dataset. The joining operation is then performed between each of the skewed dataset and the non-skewed data chunk till all the non-skewed data chunks are consumed in the join operation. Resultant joined dataset is then collected as a single joined dataset from the nodes involved in the joining operation.
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Inventor Name | Address | # of filed Patents | Total Citations |
---|---|---|---|
Rastogi, Avnish Kumar | Noida, IN | 5 | 2 |
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