JAMPI: Efficient Matrix Multiplication in Spark Using Barrier Execution Mode

The new barrier mode in Apache Spark allows for embedding distributed deep learning training as a Spark stage to simplify the distributed training workflow. In Spark, a task in a stage does not depend on any other tasks in the same stage, and hence it can be scheduled independently. However, several...

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Bibliographic Details
Main Authors: Tamas Foldi, Chris von Csefalvay, Nicolas A. Perez
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Big Data and Cognitive Computing
Subjects:
Online Access:https://www.mdpi.com/2504-2289/4/4/32