Best data storage solutions architecture tools in 2025

Hadoop

Framework for processing large data sets across multiple systems.

SvectorDB

Serverless vector database optimized for AWS environments.

Apache Hadoop

Framework for processing large datasets across multiple computers.

BigDL

Run deep learning models efficiently on large datasets.

Apache Samza

Real-time data processing framework for stateful applications.

Lume

Automate and validate data mapping effortlessly.

MostlyAI

Generate realistic synthetic data while protecting privacy.