Monte Carlo

NOVEMBER 21, 2024

Whether it’s customer transactions, IoT sensor readings, or just an endless stream of social media hot takes, you need a reliable way to get that data from point A to point B while doing something clever with it along the way. That’s where data pipeline design patterns come in. Lambda Architecture Pattern 4.

Data Pipeline 52

Data Pipeline Designing Lambda Architecture Kafka 52

Rockset

FEBRUARY 6, 2019

That meant a system that was sufficiently nimble and powerful to execute fast SQL queries on raw data, essentially performing any needed transformations as part of the query step, and not as part of a complex data pipeline. Most processing in the Lambda architecture happens in the pipeline and not at query time.

Lambda Architecture 40

Lambda Architecture Architecture MongoDB Kafka 40

Christophe Blefari

MARCH 24, 2023

📺 Watch the full replay Here are my takeaways about the event: Mage and Kestra have been both developed with Airflow flaws in mind, especially about deployment complexity, reusability and data sharing between tasks. Out of the box Mage provide all-in-one web editor to write data pipelines with a great UX.

Lambda Architecture 130

Lambda Architecture Data Pipeline Data SQL 130

Data Engineering Weekly

FEBRUARY 18, 2025

Confluent Tableflow can bridge Kafka and Iceberg data, but that is just a data movement that data integration tools like Fivetran or Airbyte can also achieve. On the other hand, Fluss is a Kappa Architecture ; it stores one copy of data and presents it as a stream or a table, depending on the use case.

Kafka 74

Kafka Lambda Architecture SQL Architecture 74

Data Engineering Podcast

NOVEMBER 20, 2021

If you’re a data engineering podcast listener, you get credits worth $3000 on an annual subscription Modern Data teams are dealing with a lot of complexity in their data pipelines and analytical code. Monitoring data quality, tracing incidents, and testing changes can be daunting and often takes hours to days.

Data Lake 100

Data Lake Data Integration Lambda Architecture Process 100

Ascend.io

JULY 28, 2023

Data pipelines are integral to business operations, regardless of whether they are meticulously built in-house or assembled using various tools. As companies become more data-driven, the scope and complexity of data pipelines inevitably expand. Ready to fortify your data management practice?

Data Pipeline 52

Data Pipeline Architecture Lambda Architecture Data Architecture 52

Data Engineering Podcast

AUGUST 21, 2022

Data stacks are becoming more and more complex. This brings infinite possibilities for data pipelines to break and a host of other issues, severely deteriorating the quality of the data and causing teams to lose trust. Data stacks are becoming more and more complex.

Lambda Architecture 100

Lambda Architecture MongoDB MySQL Scala 100