Automate Pipelines
Pipeline Orchestrator
Configure triggers and take action based on model layers such as infrastructure, data, and statistics.
Schedule actions & automate pipelines.
Pipeline Orchestrator Overview
Qwak Pipeline Orchestrator allows configuring triggers based on model “layers,” infrastructure, data, and statistics. Pipeline Orchestrator allows executing actions based on either Qwak internal triggers, such as retrain & deployment, or external APIs and third-party applications.
Pipeline Orchestrator ensures your models are always tended to provide a unique self-healing capability.
Pipeline Orchestrator ensures your models are always tended to provide a unique self-healing capability.
The Main Pillars
Triggers
Trigger on any metric/data point in the Qwak System.
Integrations
Integrate with third-party solutions and monitoring solutions.
Dynamic Actions
Run Qwak operations directly from the automation system.
Getting Started
Pipeline Orchestrator allows setting up alerts and actions for any trigger
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Use Cases
Automatic Pipelines
Automatically trigger a pipeline once a model metric of your choosing drops under a certain threshold.
Configure Alerts
Receive alerts on model infrastructure metrics and stream them to your existing monitoring stack (PagerDuty, OpsGenie, etc.).
Schedule Periodic Actions
Schedule a pipeline, for example, to retrain a model once a day/week/month/etc.
