Source link : https://tech365.info/batch-information-processing-is-just-too-gradual-for-real-time-ai-how-open-source-apache-airflow-3-0-solves-the-problem-with-event-driven-information-orchestration/
Transferring information from various sources to the fitting location for AI use is a difficult process. That’s the place information orchestration applied sciences like Apache Airflow slot in.
Right this moment, the Apache Airflow group is out with its largest replace in years, with the debut of the three.0 launch. The brand new launch marks the primary main model replace in 4 years. Airflow has been energetic, although, steadily incrementing on the two.x sequence, together with the two.9 and a couple of.10 updates in 2024, which each had a heavy concentrate on AI.
In recent times, information engineers have adopted Apache Airflow as their de facto normal device. Apache Airflow has established itself because the main open-source workflow orchestration platform with over 3,000 contributors and widespread adoption throughout Fortune 500 firms. There are additionally a number of industrial providers based mostly on the platform, together with Astronomer Astro, Google Cloud Composer, Amazon Managed Workflows for Apache Airflow (MWAA) and Microsoft Azure Information Manufacturing facility Managed Airflow, amongst others.
As organizations wrestle to coordinate information workflows throughout disparate programs, clouds and more and more AI workloads, organizations have rising wants. Apache Airflow 3.0 addresses important enterprise wants with an architectural redesign that might enhance how organizations construct and deploy information functions.
“To me, Airflow 3 is a…
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Author : tech365
Publish date : 2025-04-22 21:50:00
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