Canvas CloudAI
Canvas Cloud AI

Data Streaming Pipeline

intermediate
data
Enhanced Content

Definition

Pipeline for continuously ingesting and processing real-time data flows. Like a conveyor belt in a factory that moves items from one station to the next without stopping.

Real-World Example

A ride-sharing app uses Amazon Kinesis Data Streams to capture millions of GPS location updates per second, routing them through processing stages that calculate ETAs, detect surge pricing zones, and update driver availability in real time.

Cloud Provider Equivalencies

All four services provide managed, scalable ingestion of streaming events (publish/subscribe). They commonly feed downstream stream processing (e.g., Flink/Spark) and storage/analytics systems to build end-to-end data streaming pipelines.

AWS
Amazon Kinesis Data Streams
AZ
Azure Event Hubs
GCP
Google Cloud Pub/Sub
OCI
OCI Streaming

Compare Across Cloud Providers

Data Streaming Pipeline is available across all major cloud platforms. Compare equivalent services:

AWS
Amazon Kinesis Data Streams
Azure
Azure Event Hubs
Google Cloud
Google Cloud Pub/Sub
Oracle Cloud
OCI Streaming

Explore More Cloud Computing Terms