real-time-analytics

The ELK Stack is an integrated data analytics platform combining three open-source tools: Elasticsearch (search/analytics engine), Logstash (data processing pipeline), and Kibana (visualization interface) that work together to collect, process, store, search, and visualize large volumes of data in real-time.

A database technology pattern that identifies, tracks, and captures real-time changes (inserts, updates, deletes) in data sources for downstream processing and synchronization.

Apache Kafka is a distributed event streaming platform that processes and stores real-time data streams with high throughput and fault tolerance capabilities for enterprise applications.

Redis is an in-memory data store that functions as a cache, database, message broker, and vector database with sub-millisecond performance for real-time applications.

Redis is an in-memory data structure store used as database, cache, message broker, and streaming engine with support for strings, lists, sets, hashes, sorted sets, JSON, and vector operations.