Properties (56)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:API
|
| gptkbp:developedBy |
gptkb:Apache_Software_Foundation
|
| gptkbp:hasFeature |
high performance
scalability graph traversal ease of use graph analytics stream processing batch processing interactive queries in-memory computation graph partitioning support for multiple languages dataframe support graph query optimization graph storage support for directed and undirected graphs support for dynamic graphs support for graph algorithms like PageRank support for large-scale graphs support for multi-graphs support for static graphs support for weighted graphs support for graph algorithms like Label Propagation fault_tolerance rich_API support_for_graph_algorithms_like_Shortest_Paths support_for_graph_algorithms_like_Triangle_Count support_for_graph_algorithms_like_Connected_Components |
| https://www.w3.org/2000/01/rdf-schema#label |
Spark GraphX
|
| gptkbp:integratesWith |
gptkb:Spark_Streaming
gptkb:Spark_SQL MLlib |
| gptkbp:isCompatibleWith |
gptkb:Hadoop
Kubernetes Apache Mesos Standalone_cluster_mode |
| gptkbp:isInvolvedIn |
2014
|
| 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:Pregel_API
graph processing capabilities GraphFrames_API |
| gptkbp:supports |
graph algorithms
graph-parallel computation vertex-centric programming |
| gptkbp:uses |
Resilient_Distributed_Datasets_(RDDs)
|