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@@ -22,7 +22,7 @@ workload grows, not to mention avoiding paying for running machines that aren’
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This is where autoscaling comes into the picture.
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ClearML provides the following options to automate your resource scaling, while optimizing machine usage:
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* [ClearML autoscaler applications](#autoscaler-applications) - Use the apps to define your compute resource budget,
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* [ClearML autoscaler applications](#autoscaler-applications) - Use the apps to define your compute resource budget,
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and have the apps automatically manage your resource consumption as needed–with no code!
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* [Kubernetes integration](#kubernetes) - Deploy agents through Kubernetes, which handles resource management and scaling
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