Statements (50)
Predicate | Object |
---|---|
gptkbp:instance_of |
gptkb:maps
|
gptkbp:consists_of |
Map function
Reduce function |
gptkbp:designed_for |
processing large data sets
|
gptkbp:developed_by |
gptkb:Google
|
gptkbp:enables |
data transformation
data aggregation data summarization |
https://www.w3.org/2000/01/rdf-schema#label |
Classic Map Reduce
|
gptkbp:inspired_by |
functional programming languages
|
gptkbp:introduced_in |
gptkb:2004
|
gptkbp:is_based_on |
functional programming concepts
|
gptkbp:is_implemented_in |
gptkb:Apache_Flink
gptkb:Apache_Spark gptkb:Hadoop gptkb:Google_Cloud_Dataflow |
gptkbp:is_optimized_for |
batch processing
|
gptkbp:is_part_of |
big data ecosystem
|
gptkbp:is_related_to |
gptkb:cloud_computing
gptkb:cloud_storage data preprocessing ETL processes data analysis tools data integration data retrieval data transformation data visualization data cleaning data lakes data warehousing data architecture data science methodologies data processing frameworks No SQL databases data engineering practices |
gptkbp:is_used_by |
gptkb:developers
data scientists data engineers |
gptkbp:is_used_in |
gptkb:machine_learning
data analysis data mining |
gptkbp:provides |
fault tolerance
parallel processing scalability |
gptkbp:requires |
input data
output data |
gptkbp:suitable_for |
real-time processing
|
gptkbp:uses |
distributed computing
|
gptkbp:bfsParent |
gptkb:Hadoop_YARN
|
gptkbp:bfsLayer |
5
|