Best data processing tools and techniques tools in 2025

Hortonworks Data Platform

A hybrid data management and analytics solution for businesses.

Subscription + from $0.04/ccu
open
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.

Spark MLib

Scalable machine learning library for big data analysis.

GeoMesa

Efficiently manage and analyze large geospatial datasets.