Federator.ai® Integration
Federator.ai integration with Datadog to optimize application performance Datadog Integration
(A Datadog account is required for connecting and using Datadog. If you don’t have an account, visit the Datadog website and sign up for a free trial account. If you already have a Datadog account, please visit Datadog Marketplace to enjoy your free trial. )
Federator.ai® Integration
Federator.ai integration with Datadog to optimize application performance Datadog Integration
(A Datadog account is required for connecting and using Datadog. If you don’t have an account, visit the Datadog website and sign up for a free trial account. If you already have a Datadog account, please visit Datadog Marketplace to enjoy your free trial. )
ProphetStor Federator.ai®
ProphetStor Federator.ai is an AI-based solution that helps enterprise manage, optimize, auto-scale resources for any applications on Kubernetes. Using advanced machine learning algorithms to predict application workload, Federator.ai scales the right amount of resources at the right time for optimized application performance.
- AI-based workload prediction for Kafka or any applications
- Resource recommendation based on workload prediction, application, Kubernetes and other related metrics
- Automatic scaling of application containers through Datadog Watermark Pod Autoscaler (WPA)
Federator.ai® Dashboard Overview
Recommended Replicas vs Current/Desired Replicas
This timeseries graph shows the recommended replicas from the Federator.ai and the desired and current replicas in the system.
Production vs Consumption vs Production Prediction
This timeseries graph shows the Kafka message production rate and consumption rate and the production rate predicted by Federator.ai.
Kafka Consumer Lag
This timeseries graph shows the sum of consumer lags from all partitions.
Consumer Queue Latency ( msec )
This timeseries graph shows the average latency of a message in the message queue before is it received by a consumer.
Deployment Memory Usage
This timeseries graph shows the memory usage of consumers.
Deployment CPU Usage
This timeseries graph shows the CPU usage of consumers.
