Stream Processing

GPTKB entity

Statements (52)
Predicate Object
gptkbp:instanceOf Computing Paradigm
gptkbp:alsoKnownAs Event Stream Processing
gptkbp:contrastsWith Batch Processing
gptkbp:enables Continuous Computation
Low Latency Analytics
gptkbp:example gptkb:Amazon_Kinesis
gptkb:Apache_Flink
gptkb:Apache_Samza
gptkb:Apache_Storm
gptkb:Google_Dataflow
gptkb:Apache_Kafka_Streams
gptkb:Microsoft_Azure_Stream_Analytics
https://www.w3.org/2000/01/rdf-schema#label Stream Processing
gptkbp:relatedTo Data Streams
Real-time Data Processing
gptkbp:requires Stream Processing Engine
gptkbp:supports Scalability
Fault Tolerance
Event Time Processing
At-least-once Semantics
Exactly-once Semantics
In-order Processing
Out-of-order Processing
Stateful Computation
Windowing
gptkbp:usedFor gptkb:Network_Monitoring
gptkb:Customer_Experience_Optimization
ETL (Extract, Transform, Load)
Fraud Detection
Predictive Maintenance
Real-time Monitoring
Data Aggregation
Log Analytics
Pattern Detection
Data Enrichment
Anomaly Detection
Social Media Analytics
Ad Targeting
Alerting Systems
Clickstream Analysis
Machine Learning Inference
Recommendation Engines
Sensor Data Analysis
Stock Market Analysis
Telemetry Processing
gptkbp:usedIn gptkb:Internet_of_Things
gptkb:Big_Data_Analytics
Telecommunications
Financial Services
gptkbp:bfsParent gptkb:Spark_Streaming
gptkb:Change_Data_Capture
gptkbp:bfsLayer 7