Kafka, Lambda Architecture and MongoDB - Data Engineering Digest

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.

Lambda Architecture

Lambda Architecture MongoDB Scala MySQL

Aggregator Leaf Tailer: An Alternative to Lambda Architecture for Real-Time Analytics

Rockset

FEBRUARY 6, 2019

To mitigate the delays inherent in MapReduce, the Lambda architecture was conceived to supplement batch results from a MapReduce system with a real-time stream of updates. This architecture has become popular in the last decade because it addresses the stale-output problem of MapReduce systems.

Lambda Architecture

Lambda Architecture Architecture MongoDB Kafka

20+ Data Engineering Projects for Beginners with Source Code

ProjectPro

AUGUST 24, 2021

This architecture shows that simulated sensor data is ingested from MQTT to Kafka. The data in Kafka is analyzed with Spark Streaming API, and the data is stored in a column store called HBase. Learn how to use various big data tools like Kafka, Zookeeper, Spark, HBase, and Hadoop for real-time data aggregation.

Data Engineering

Data Engineering Data Engineer Coding Project

Data Engineering Digest

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

Aggregator Leaf Tailer: An Alternative to Lambda Architecture for Real-Time Analytics

20+ Data Engineering Projects for Beginners with Source Code

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