Best data computation tools in 2025

Apache Hadoop

Framework for processing large datasets across multiple computers.

DataMation

Centralized source for technology news and insights.

QMapper

Local management for videos and photos without cloud reliance.

Paid + from $49/lifetime
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Frigate NVR

Local AI-powered home security monitoring for privacy-conscious users.

Elephas

Personal knowledge assistant for organizing and accessing information.

SvectorDB

Serverless vector database optimized for AWS environments.

Apache Samza

Real-time data processing framework for stateful applications.