Apache Kafka, Cloud Data and ETL - Data Science Current

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

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. If the event log is your customer’s diary, think of persistent staging as their scrapbook – a place where raw customer data is collected, organized, and kept for future reference.

Data Modeling

Data Modeling Data Models Apache Kafka Data Lakes

Data Science Current

Big Data – Lambda or Kappa Architecture?

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

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