Challenges
- Large number of events generated by the smart cameras
- Cameras required detailed device management
- Managing timeseries and CVR capabilities and Playback
- Providing a powerful search platform to the user with milliseconds latency
Solutions
- Implemented streaming solution to retrieve large number of events real time from cameras
- Indexed events to provide search capabilities using ELK stack
- Implemented time series DB solution to provide search capabilities
- Implemented smart search solution using Natural Language Processing
- Implemented NoSQL DB solution for faster retrieval to achieve milliseconds latency
Benefits
- Achieved milliseconds latency to retrieve events analytics from millions of device events
- Data analytics capabilities to capture security and operational metrics
- Smart search to search historical as well as real time events
- Alerts and notification for suspicious events for security
