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InfluxDB for Model Monitoring: Metrics, Observability, and Performance Tracking for Modern Applications
Paperback
Series: Intelligent Systems Infrastructure, Book 2
General ComputersSystem Administration
Publisher: Independently Published
Published: Feb 9 2026
Pages: 188
Weight: 0.74
Height: 0.40 Width: 7.00 Depth: 10.00
Language: English
Readers discover how to collect inference latency, token throughput, error rates, GPU utilization, and custom business metrics into InfluxDB. Step-by-step tutorials show how to design schemas, write efficient queries, and create real-time visualizations with Grafana and native tools.
- Designing time-series structures for model workloads
- Writing data from Python and application servers
- Creating dashboards for latency and usage trends
- Detecting anomalies and drift
- Setting up alerts and notifications
- Retention policies and storage optimization
- Integrating logs with metrics for deeper insight
This book is ideal for engineers who need reliable monitoring rather than guesswork.
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