
Deployment and Monitoring ServerNewgen
Newgen’s Deployment Monitoring Server ensures seamless deployment and monitoring of AI models. It enhances operational efficiency by providing real-time insights, automated alerts, and comprehensive analytics for better decision-making and performance optimization.
Vendor
Newgen
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Product details
Deployment and Monitoring Server
Identify the best-performing model from various available options, using the built-in reinforcement learning mechanism, and ensure its single-click deployment. Perform model retraining with comprehensive scheduling and governance. Furthermore, compare and continuously monitor model performance while gaining detailed insights into its behavior
Features
- One-click Model Deployment - Deploy models from the development cluster to production in a single click - Perform continuous model development, monitoring, and deployment
- Built-in Reinforcement Learning - Deploy multiple models together to ensure the best performing model is served
- Model Retraining and Self-learning - Retrain models on new datasets with intuitive scheduling and governance - Allow user to configure parameters for the best model selection - Deploy the model automatically to production on crossing the user-defined performance threshold
- Continuous Model Monitoring - Monitor and understand all models in deployment at the most granular level - Dive deep by comparing model drift and performance over a period of time - Understand model behavior with comprehensive monitoring of the model up to parameter levels
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