Properties (55)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:API
|
| gptkbp:developedBy |
gptkb:Apache_Software_Foundation
|
| gptkbp:hasFeature |
graph queries
graph partitioning graph transformations support for performance optimization support for batch processing support for machine learning integration support for real-time processing support for data integration support for data transformation support for cloud computing support for data analysis support for data visualization support for distributed computing support for big data applications support for data science applications graph joins support for data aggregation support for data cleaning support for data enrichment support for data exploration support for data mining techniques support for data modeling support for data summarization support for fault tolerance support for graph algorithms library support for iterative algorithms support for multiple graph representations support for scalability vertex and edge properties |
| https://www.w3.org/2000/01/rdf-schema#label |
Apache Spark GraphX
|
| gptkbp:integratesWith |
gptkb:Apache_Spark_SQL
gptkb:Apache_Spark_Streaming Apache Spark MLlib |
| gptkbp:isPartOf |
Apache_Spark_ecosystem
|
| gptkbp:isUsedFor |
data mining
recommendation systems social network analysis graph visualization community detection graph-based machine learning link prediction |
| gptkbp:language |
gptkb:Java
Python Scala |
| gptkbp:provides |
gptkb:Graph_API
gptkb:Pregel_API graph processing capabilities |
| gptkbp:publishedIn |
Scala
|
| gptkbp:releasedIn |
2014
|
| gptkbp:supports |
graph analytics
graph algorithms graph-parallel computation |
| gptkbp:uses |
Resilient_Distributed_Datasets_(RDDs)
|