Pretrained Models Log Anomaly Detection
Opni log anomaly detection comes with three specialized pretrained Deep Learning models which are maintained by SUSE Rancher. These models have been optimized to not require a GPU for usage, provide state-of-the-art accuracy and each one has a size just under 80 MB.
- Architecture
- Opni Ingest Plugin
- Opni Preprocessing Service
- Opni Pretrained DRAIN Service
- Opni Pretrained Inference Service
- Opni Opensearch Update Service
- Scale and performance
- Security
- High availability
- Testing
Opni Pretrained Model Inferencing Service
Opni Opensearch Updating Service
A description of how the system will be scaled and the expected performance characteristics, including any performance metrics that will be used to measure success.
A description of the security considerations for the system
A description of how the system will be designed for high availability, including any redundancy or failover mechanisms that will be implemented.
A description of the test plan, including any manual testing and steps to reproduce