Classic Map Reduce

GPTKB entity

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