Remove Architecture Remove Hadoop Remove Lambda Architecture
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7 Best Data Engineering Books to Read in 2025

ProjectPro

It introduces the Lambda Architecture, a scalable, simple-to-implement method that can be built and managed by a small team. In this book, you will study technologies such as Hadoop, Storm , and NoSQL databases, in addition to a general framework for handling big data.

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30+ Data Engineering Projects for Beginners in 2025

ProjectPro

Cloud computing skills, especially in Microsoft Azure, SQL , Python , and expertise in big data technologies like Apache Spark and Hadoop, are highly sought after. This architecture showcases a modern, end-to-end cloud analytics workflow. This big data project discusses IoT architecture with a sample use case.

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Exploring Processing Patterns For Streaming Data Integration In Your Data Lake

Data Engineering Podcast

What are the prevailing architectural and technological patterns that are being used to manage these systems? Batch and streaming systems have been used in various combinations since the early days of Hadoop. The Lambda architecture has largely been abandoned, so what is the answer for today’s data lakes?

Data Lake 100
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Aggregator Leaf Tailer: An Alternative to Lambda Architecture for Real-Time Analytics

Rockset

Aggregator Leaf Tailer (ALT) is the data architecture favored by web-scale companies, like Facebook, LinkedIn, and Google, for its efficiency and scalability. In this blog post, I will describe the Aggregator Leaf Tailer architecture and its advantages for low-latency data processing and analytics.

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Rockset Architecture Whiteboard Session With CTO Dhruba Borthakur

Rockset

In this 30 minute video overview, CTO and Rockset Co-founder Dhruba Borthakur discusses Rockset's ALT architecture , how data is ingested, stored and queried in Rockset, and why Rockset is simple to use, incredibly fast, and capable of the highly efficient execution of complex distributed queries across diverse data sets.

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StreamNative Brings Streaming Data To The Cloud Native Landscape With Pulsar

Data Engineering Podcast

Lambda Architecture Event Sourcing WebAssembly Apache Flink Podcast Episode Pulsar Summit The intro and outro music is from The Hug by The Freak Fandango Orchestra / CC BY-SA Support Data Engineering Podcast

Cloud 100
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Maintaining Your Data Lake At Scale With Spark

Data Engineering Podcast

Coming up this fall is the combined events of Graphorum and the Data Architecture Summit. The Lambda architecture was popular in the early days of Hadoop but seems to have fallen out of favor. Coming up this fall is the combined events of Graphorum and the Data Architecture Summit.

Data Lake 100