Best data integration and analysis tools in 2025

SvectorDB

Serverless vector database optimized for AWS environments.

Hadoop

Framework for processing large data sets across multiple systems.

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.

OpenStack CLI

Open-source software for building and managing cloud infrastructure.

Alibaba Genie

Cloud infrastructure for scalable computing and data storage solutions.

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.