Monte Carlo

NOVEMBER 21, 2024

In this guide, we’ll explore the patterns that can help you design data pipelines that actually work. Table of Contents Common Data Pipeline Design Patterns Explained 1. Lambda Architecture Pattern 4. Kappa Architecture Pattern 5. Data Mesh Pattern 8. Batch Processing Pattern 2.

Data Pipeline 52

Data Pipeline Designing Lambda Architecture Kafka 52

Data Engineering Podcast

MAY 11, 2020

You monitor your website to make sure that you’re the first to know when something goes wrong, but what about your data? Tidy Data is the DataOps monitoring platform that you’ve been missing. What motivates you to dedicate so much of your time and enery to Pulsar in particular, and the streaming data ecosystem in general?

Cloud 100

Cloud Lambda Architecture Kafka Hadoop 100

Cloudera

NOVEMBER 2, 2020

Users today are asking ever more from their data warehouse. As an example of this, in this post we look at Real Time Data Warehousing (RTDW), which is a category of use cases customers are building on Cloudera and which is becoming more and more common amongst our customers. What is Real Time Data Warehousing?

Data Warehouse 97

Data Warehouse Kafka Lambda Architecture Telecommunication 97

Data Engineering Podcast

AUGUST 21, 2022

Select Star’s data discovery platform solves that out of the box, with an automated catalog that includes lineage from where the data originated, all the way to which dashboards rely on it and who is viewing them every day.

Lambda Architecture 100

Lambda Architecture MongoDB MySQL Scala 100

Data Engineering Podcast

JUNE 1, 2020

How does the introduction of a universal SQL layer change the staffing requirements for building and maintaining a data lake? What are the advantages of a data lake over a data warehouse if everything is being managed via SQL anyway?

Data Lake 100

Data Lake Database Building Lambda Architecture 100

Pinterest Engineering

MAY 2, 2023

So our user sequence real-time indexing pipeline is composed of a Flink job that reads the relevant events as they come into our Kafka streams, fetches the desired features for each event from our feature services, and stores the enriched events into our KV store system. To explore life at Pinterest, visit our Careers page.

Lambda Architecture 90

Lambda Architecture Datasets Software Engineer Software Engineering 90

Data Engineering Weekly

JULY 9, 2023

The platform approach to enable the citizen machine learning engineers is a great perspective while building both the Data & ML platform. Architectural patterns like Lambda Architecture and Kappa Architecture emerged to bridge the gap between real-time and batch data processing.

Data Engineering 52

Data Engineering Data Engineer Engineering Lambda Architecture 52