Data Science Blog

JUNE 27, 2023

Kappa – Architecture Jay Kreps introduced the Kappa architecture in 2014 as an alternative to the Lambda architecture. In practical implementation, the Kappa architecture is commonly deployed using Apache Kafka or Kafka-based tools. This architectural concept relies on event streaming as the core element of data delivery.

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Big Data Big Data Apache Kafka Database 130

Precisely

MARCH 16, 2023

That number has undoubtedly increased since that 2014 study was conducted. Tools like Splunk, Elastic, and Apache Kafka play a central role in IT operations analytics (ITOA). The cost of downtime is also higher than ever. In fact, a 2016 study from the Ponemon Institute calculated the per-minute cost at nearly $9000.

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Apache Kafka Analytics Analytics 52

DagsHub

APRIL 7, 2024

The project was created in 2014 by Airbnb and has been developed by the Apache Software Foundation since 2016. Also, while it is not a streaming solution, we can still use it for such a purpose if combined with systems such as Apache Kafka. Miscellaneous Workflows are created as directed acyclic graphs (DAGs).

Machine Learning 59

Machine Learning Machine Learning ML ML 59