Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics

Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics

The shear volumes of data generated from earth observation and remote sensing technologies continue to make major impact; leaping key geospatial applications into the dual data and compute-intensive era. As a consequence, this rapid advancement poses new computational and data processing challenges....

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Bibliographic Details
Main Authors: Dalton Lunga, Jonathan Gerrand, Lexie Yang, Christopher Layton, Robert Stewart
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Big data applications
high performance computing
image classification
inference mechanisms
machine learning
supervised learning
Online Access:https://ieeexplore.ieee.org/document/8949817/

Internet

https://ieeexplore.ieee.org/document/8949817/

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