Best data processing and analysis tools in 2025

Hadoop

Framework for processing large data sets across multiple systems.

SvectorDB

Serverless vector database optimized for AWS environments.

Spark MLib

Scalable machine learning library for big data analysis.

GeoMesa

Efficiently manage and analyze large geospatial datasets.

Hexo AI

Automated data transformation for efficient analysis and insights.

Amazon Redshift

Cloud data warehouse for efficient data storage and analysis.

Hortonworks Data Platform

A hybrid data management and analytics solution for businesses.

Subscription + from $0.04/ccu
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OpenStack CLI

Open-source software for building and managing cloud infrastructure.

Alibaba Genie

Cloud infrastructure for scalable computing and data storage solutions.