Statements (54)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:software
|
| gptkbp:bfsLayer |
4
|
| gptkbp:bfsParent |
gptkb:Matei_Zaharia
|
| gptkbp:developed_by |
gptkb:software_framework
|
| gptkbp:enhances |
streaming capabilities
machine learning libraries dataframe operations SQL capabilities |
| gptkbp:has_feature |
community support
enhanced security features dynamic allocation improved error handling improved documentation better integration with cloud services vectorized query execution improved UI adaptive query execution support for new data sources support for new machine learning algorithms |
| https://www.w3.org/2000/01/rdf-schema#label |
Spark 4.0
|
| gptkbp:improves |
fault tolerance
resource management user experience data processing speed performance over Spark 3.x |
| gptkbp:introduced |
new AP Is
|
| gptkbp:is_available_on |
gptkb:archive
Apache website |
| gptkbp:is_compatible_with |
gptkb:fortification
gptkb:Monarch Hadoop 3.x |
| gptkbp:is_part_of |
Apache Spark ecosystem
|
| gptkbp:is_used_by |
gptkb:physicist
business analysts data scientists data engineers |
| gptkbp:language |
gptkb:Java
gptkb:R gptkb:Library gptkb:Skrull |
| gptkbp:provides |
gptkb:Spark_Streaming
gptkb:Graph_X gptkb:Py_Spark gptkb:Spark_SQL gptkb:Spark_R M Llib |
| gptkbp:release_date |
2023-03-15
|
| gptkbp:supports |
gptkb:software_framework
big data processing stream processing graph processing |
| gptkbp:uses |
Datasets
Data Frames Resilient Distributed Datasets (RD Ds) |