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Apache Kafka

Cloud Data

Big Data – Lambda or Kappa Architecture?

Data Science Blog

JUNE 27, 2023

This architectural concept relies on event streaming as the core element of data delivery. In practical implementation, the Kappa architecture is commonly deployed using Apache Kafka or Kafka-based tools. Applications can directly read from and write to Kafka or an alternative message queue tool.

Big Data

Big Data Big Data Apache Kafka Database

11 Open-Source Data Engineering Tools Every Pro Should Use

ODSC - Open Data Science

FEBRUARY 6, 2024

Spark offers a versatile range of functionalities, from batch processing to stream processing, making it a comprehensive solution for complex data challenges. Apache Kafka For data engineers dealing with real-time data, Apache Kafka is a game-changer.

Data Engineer

Data Engineer Data Engineering Data Engineering Data Engineering

The Evolution of Customer Data Modeling: From Static Profiles to Dynamic Customer 360

phData

SEPTEMBER 27, 2024

Technologies like Apache Kafka, often used in modern CDPs, use log-based approaches to stream customer events between systems in real-time. Here’s how a composable CDP might incorporate the modeling approaches we’ve discussed: Data Storage and Processing : This is your foundation.

Data Modeling

Data Modeling Data Models Apache Kafka Data Lakes

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Big Data – Lambda or Kappa Architecture?

11 Open-Source Data Engineering Tools Every Pro Should Use

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