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Apache Kafka

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Definition

Distributed streaming platform for building real-time data pipelines and streaming applications. Like a high-speed highway system for data that can handle millions of messages per second.

Real-World Example

Financial trading platforms use Kafka to process millions of market data updates and trade orders in real-time.

Cloud Provider Equivalencies

Amazon MSK is a managed Apache Kafka service. Azure Event Hubs and OCI Streaming are Kafka-like streaming services (Azure also offers Kafka on HDInsight). GCP commonly uses Pub/Sub for similar pub/sub streaming; Kafka is also available via partners like Confluent Cloud.

AWS
Amazon Managed Streaming for Apache Kafka (Amazon MSK)
AZ
Azure Event Hubs (Kafka endpoint) / Azure HDInsight Kafka
GCP
Cloud Pub/Sub / Confluent Cloud on Google Cloud
OCI
OCI Streaming

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