Analytics Architecture, Database and Lambda Architecture

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Analytics Architecture

Database

Lambda Architecture

Beyond Kafka: Conversation with Jark Wu on Fluss - Streaming Storage for Real-Time Analytics

Data Engineering Weekly

FEBRUARY 18, 2025

Kafka is designed for streaming events, but Fluss is designed for streaming analytics. Architecture Difference The first difference is the Data Model. Instead of Kafka's topics, Fluss organizes data into database tables with partitions and buckets. Fluss aims to be the best storage for Flink and real-time analytics.

Kafka

Kafka Lambda Architecture SQL Architecture

An Exploration Of The Expectations, Ecosystem, and Realities Of Real-Time Data Applications

Data Engineering Podcast

AUGUST 21, 2022

With their new managed database service you can launch a production ready MySQL, Postgres, or MongoDB cluster in minutes, with automated backups, 40 Gbps connections from your application hosts, and high throughput SSDs. Just connect it to your database/data warehouse/data lakehouse/whatever you’re using and let them do the rest.

Lambda Architecture

Lambda Architecture MongoDB MySQL Scala

Data Engineering Digest

Beyond Kafka: Conversation with Jark Wu on Fluss - Streaming Storage for Real-Time Analytics

An Exploration Of The Expectations, Ecosystem, and Realities Of Real-Time Data Applications

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