Where to find additional information

07/29/2025

The following references were used in this TR:

Apache Spark architecture and components

http://spark.apache.org/docs/latest/cluster-overview.html
Apache Spark use cases

https://www.qubole.com/blog/big-data/apache-spark-use-cases/
Spark NLP

https://www.johnsnowlabs.com/spark-nlp/
BERT

https://arxiv.org/abs/1810.04805
Deep and Cross Network for Ad Click Predictions

https://arxiv.org/abs/1708.05123
FlexGroup

https://www.netapp.com/pdf.html?item=/media/7337-tr4557pdf.pdf
Streaming ETL

https://www.infoq.com/articles/apache-spark-streaming
NetApp E-Series Solutions for Hadoop

https://www.netapp.com/media/16420-tr-3969.pdf

NetApp Modern Data Analytics Solutions

Data Analytics Solutions
SnapMirror

https://docs.netapp.com/us-en/ontap/data-protection/snapmirror-replication-concept.html
XCP

https://mysupport.netapp.com/documentation/docweb/index.html?productID=63942&language=en-US
BlueXP Copy and Sync

https://cloud.netapp.com/cloud-sync-service
DataOps Toolkit

https://github.com/NetApp/netapp-dataops-toolkit