Lambda Architecture

Classic Lambda Architecture combining a batch layer (HDFS/Data Lake with Spark/Hadoop MapReduce producing batch views) and a speed layer (Storm/Flink for real-time views), merged in a serving layer that exposes a unified Query API. Data ingestion via Kafka.

general · architecture diagram.

About This Architecture

Classic Lambda Architecture combining a batch layer (HDFS/Data Lake with Spark/Hadoop MapReduce producing batch views) and a speed layer (Storm/Flink for real-time views), merged in a serving layer that exposes a unified Query API. Data ingestion via Kafka.

Lambda Architecture

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Created by

February 8, 2026

Updated

February 13, 2026 at 5:47 PM

Type

architecture

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