Best apache kafka integration tools in 2025

Apache Mahout

Framework for scalable machine learning and data processing.

Amazon Kinesis

Real-time data processing for immediate insights and actions.

Apache Samza

Real-time data processing framework for stateful applications.

Kaskada

Real-time data integration for AI model optimization.

Qubole

Cost-effective data lake solution for efficient analytics.

Apache Hadoop

Framework for processing large datasets across multiple computers.

BigDL

Run deep learning models efficiently on large datasets.

Hadoop

Framework for processing large data sets across multiple systems.

SvectorDB

Serverless vector database optimized for AWS environments.

Pachyderm

Automated solution for managing and tracking data workflows.

Datachain

Efficient data management and enrichment for organizations.

Amazon Aurora

Managed database solution with high performance and scalability.

Qdrant

A vector database for fast and efficient similarity search.