Apache Kafka
Apache Kafka is one of the open-source distributed streaming systems that is mainly used for stream processing, data integration at scale and real-time data pipelines. It enables the application to consume, publish, and process high volumes of record streams in a fast way. Apache Kafka stores various events.
Key Features
- Apache Kafka provides a simple message queue interface on top of its append-only log-structured storage medium.
- It is used to develop real-time streaming data pipelines and applications to adapt the data streams.
- This tool also offers an important feature that safeguards the cluster from machine or node failure.
10 Best Data Engineering Tools in 2024
Data engineering is the foundation of contemporary data science and it makes possible the transformation of raw data into useful insights that drive business intelligence and innovation.
In today’s world, which is full of data, businesses are lying under an avalanche of information. But what distinguishes successful firms from the remaining ones? The capability of their Data Engineers to use data engineering tools effectively.
In this article, we will outline some 10 best tools for data engineering in 2024 that are free to help you make informed choices about your data infrastructure. This guide helps you identify which tools are most appropriate for your particular needs, whether you’re an experienced engineer or just starting out on this journey.