Resilient Distributed Datasets (RDDs)
GPTKB entity
Statements (28)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:architecture
|
| gptkbp:category |
gptkb:Distributed_Computing
Big Data Cluster Computing |
| gptkbp:creator |
gptkb:Matei_Zaharia
|
| gptkbp:enables |
distributed data processing
|
| gptkbp:feature |
actions
persistence transformations checkpointing immutable partitioned collection |
| https://www.w3.org/2000/01/rdf-schema#label |
Resilient Distributed Datasets (RDDs)
|
| gptkbp:introducedIn |
2012
|
| gptkbp:replacedBy |
gptkb:Dataset_API
gptkb:DataFrame_API |
| gptkbp:supports |
fault tolerance
lazy evaluation in-memory computation parallel computation lineage tracking |
| gptkbp:usedIn |
gptkb:Apache_Spark
|
| gptkbp:writtenBy |
gptkb:Java
gptkb:Python gptkb:Scala R |
| gptkbp:bfsParent |
gptkb:An_Architecture_for_Fast_and_General_Data_Processing_on_Large_Clusters
|
| gptkbp:bfsLayer |
7
|