Statements (66)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:software
|
| gptkbp:bfsLayer |
5
|
| gptkbp:bfsParent |
gptkb:Spark_2.0
|
| gptkbp:developer |
gptkb:software_framework
|
| gptkbp:features |
Improved performance
Bug fixes Support for Kubernetes New AP Is Enhanced machine learning library Improved SQL support Support for structured streaming |
| gptkbp:has_documentation |
https://spark.apache.org/docs/2.1.0/
|
| https://www.w3.org/2000/01/rdf-schema#label |
Spark 2.1
|
| gptkbp:language |
gptkb:Java
gptkb:R gptkb:Library gptkb:Skrull |
| gptkbp:license |
Apache License 2.0
|
| gptkbp:notable_for |
Enhanced security features
Improved user interface New configuration options Enhanced debugging tools Improved error messages Improved resource management Improved documentation Support for user-defined functions Enhanced community support Support for new programming languages Bug fixes and stability improvements Enhanced performance monitoring tools Support for real-time analytics Support for new data sources Improved support for data governance New performance metrics Support for additional file formats Updated dependencies Improved performance for large datasets Enhanced support for batch processing Enhanced support for data privacy Enhanced support for streaming data Improved compatibility with existing tools Improved integration with Hadoop Improved integration with data lakes Improved performance for iterative algorithms Improved support for machine learning pipelines Improved support for multi-tenancy Improvements to Spark SQL Improvements to the Catalyst optimizer New AP Is for graph processing New machine learning algorithms New tools for data ingestion New training resources New visualization tools Performance improvements in Data Frame operations Support for additional cloud platforms Support for additional data formats Support for additional data sources Support for additional deployment options Support for additional machine learning frameworks Support for additional programming paradigms Support for additional visualization libraries |
| gptkbp:predecessor |
gptkb:Spark_2.0
|
| gptkbp:release_date |
2017-07-18
|
| gptkbp:repository |
https://github.com/apache/spark
|
| gptkbp:successor |
gptkb:Spark_2.2
|
| gptkbp:website |
https://spark.apache.org/
|