Analytics Architecture

To ensure the proper functioning of the analytics, the following components are required:

• Orchestrator: distributes incoming tasks to executable files. Services and other components for the orchestrator server:

  • Celery

  • Django: the orchestrator web application

  • Stats_processor: monitoring and processing of resource usage statistics

  • Matcher: processing of events from executable files

  • Event Collector: storage of events

  • Redis for the orchestrator server

  • Nginx for the orchestrator server

  • MySQL for the orchestrator server

  • Tarantool for the orchestrator server (Matcher Service)

• Orchestrator client + supervisor

• Push server (push1st): provides communication between system elements

• Vectorizator: generates face image vectors

• Executable files: capture and analyze video streams according to tasks

• ClickHouse: a columnar analytical database (database for storing events)

As a user interface and media server, it is recommended to use VSaaS products - VMS and Mediaserver.

It is recommended to install executable files together with media servers.