Data Stream API

GPTKB entity

Statements (52)
Predicate Object
gptkbp:instance_of gptkb:API
gptkbp:allows data transformation
gptkbp:can unbounded data streams
bounded data streams
gptkbp:can_be_used_with gptkb:Java
gptkb:Python
gptkb:Scala
gptkbp:designed_for stream processing
gptkbp:enables fault tolerance
https://www.w3.org/2000/01/rdf-schema#label Data Stream API
gptkbp:integrates_with data visualization tools
machine learning frameworks
gptkbp:introduced_in gptkb:Apache_Flink_1.0
gptkbp:is_available_in cloud environments
on-premises environments
gptkbp:is_based_on gptkb:Reactive_Streams
gptkbp:is_compatible_with gptkb:Amazon
gptkb:Apache_Kafka
gptkb:Apache_Pulsar
gptkbp:is_documented_in Apache Flink documentation
gptkbp:is_open_source gptkb:true
gptkbp:is_optimized_for low-latency processing
high-throughput processing
gptkbp:is_part_of big data ecosystem
streaming architecture
gptkbp:is_scalable gptkb:true
gptkbp:is_supported_by community contributions
gptkbp:is_used_by gptkb:developers
data scientists
data engineers
gptkbp:is_used_for log analysis
social media analytics
financial transaction monitoring
Io T data processing
gptkbp:is_used_in data ingestion
real-time analytics
event-driven applications
gptkbp:part_of gptkb:Apache_Flink
gptkbp:provides windowing capabilities
connectors for various data sources
API for aggregations
API for complex event processing
API for joins
API for windowed operations
connectors for various sinks
gptkbp:strategic_goals gptkb:true
gptkbp:supports event time processing
stateful computations
backpressure handling
gptkbp:utilizes checkpointing
gptkbp:bfsParent gptkb:Apache_Flink
gptkbp:bfsLayer 4