Cloud Dataflow

GPTKB entity

Properties (54)
Predicate Object
gptkbp:instanceOf gptkb:Financial_Services_Company
gptkbp:developedBy gptkb:Google
https://www.w3.org/2000/01/rdf-schema#label Cloud Dataflow
gptkbp:integratesWith gptkb:Google_Cloud_Storage
BigQuery
Pub/Sub
gptkbp:isAvailableIn multiple regions
gptkbp:isBasedOn MapReduce
stream processing model
gptkbp:isCompatibleWith data lakes
data warehouses
machine learning frameworks
gptkbp:isDocumentedIn Google Cloud documentation
gptkbp:isInvolvedIn 2015
gptkbp:isKnownFor flexibility
low latency
cost efficiency
high throughput
gptkbp:isManagedBy gptkb:Google_Cloud
gptkbp:isPartOf gptkb:Google_Cloud_Platform
data processing ecosystem
gptkbp:isPromotedBy Google_marketing
gptkbp:isSuitableFor large datasets
complex workflows
high data velocity
gptkbp:isSupportedBy community forums
Google_support
gptkbp:isUsedBy data scientists
developers
data engineers
gptkbp:isUsedFor data integration
data transformation
real-time analytics
ETL_processes
gptkbp:language gptkb:Java
Python
gptkbp:offers error handling
job scheduling
auto-scaling
data pipeline management
gptkbp:provides data lineage tracking
monitoring tools
batch data processing
streaming data processing
dataflow templates
gptkbp:security Google_Cloud_security_features
gptkbp:supports gptkb:Dataflow_SQL
gptkb:Apache_Kafka
data validation
serverless architecture
custom metrics
event time processing
windowing and triggers
gptkbp:uses gptkb:Apache_Beam