article thumbnail

Is Apache Iceberg the New Hadoop? Navigating the Complexities of Modern Data Lakehouses

Data Engineering Weekly

But is it truly revolutionary, or is it destined to repeat the pitfalls of past solutions like Hadoop? Danny authored a thought-provoking article comparing Iceberg to Hadoop , not on a purely technical level, but in terms of their hype cycles, implementation challenges, and the surrounding ecosystems.

Hadoop 58
article thumbnail

How to get started with dbt

Christophe Blefari

dbt Labs also develop dbt Cloud which is a cloud product that hosts and runs dbt Core projects. dbt was born out of the analysis that more and more companies were switching from on-premise Hadoop data infrastructure to cloud data warehouses. You can initialise a project with the CLI command: dbt init. dbt/ folder.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Top 8 Hadoop Projects to Work in 2024

Knowledge Hut

That's where Hadoop comes into the picture. Hadoop is a popular open-source framework that stores and processes large datasets in a distributed manner. Organizations are increasingly interested in Hadoop to gain insights and a competitive advantage from their massive datasets. Why Are Hadoop Projects So Important?

Hadoop 52
article thumbnail

The value of CDP Public Cloud over legacy Hadoop-on-IaaS implementations

Cloudera

Prior the introduction of CDP Public Cloud, many organizations that wanted to leverage CDH, HDP or any other on-prem Hadoop runtime in the public cloud had to deploy the platform in a lift-and-shift fashion, commonly known as “Hadoop-on-IaaS” or simply the IaaS model. Quantifiable improvements to Apache open source projects.

Hadoop 86
article thumbnail

Stitching Together Enterprise Analytics With Microsoft Fabric

Data Engineering Podcast

If you've learned something or tried out a project from the show then tell us about it! If you've learned something or tried out a project from the show then tell us about it! The Machine Learning Podcast helps you go from idea to production with machine learning. Email hosts@dataengineeringpodcast.com with your story.

Data Lake 162
article thumbnail

Reflecting On The Past 6 Years Of Data Engineering

Data Engineering Podcast

If you've learned something or tried out a project from the show then tell us about it! If you've learned something or tried out a project from the show then tell us about it! The Machine Learning Podcast helps you go from idea to production with machine learning. Email hosts@dataengineeringpodcast.com ) with your story.

article thumbnail

The View Below The Waterline Of Apache Iceberg And How It Fits In Your Data Lakehouse

Data Engineering Podcast

Projects like Apache Iceberg provide a viable alternative in the form of data lakehouses that provide the scalability and flexibility of data lakes, combined with the ease of use and performance of data warehouses. What are the notable changes in the Iceberg project and its role in the ecosystem since our last conversation October of 2018?

IT 147