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-Checkpointing is a technique to reduce the impact of machine failure.
-When using Checkpointing, tasks make periodical snapshots of their state.
-If a task fails, it can be restarted from the last snapshot instead of starting from the beginning.
-
-A user can define a checkpoint model using the following parameters:
-
-| Variable | Type | Required? | Default | Description |
-|---------------------------|--------|-----------|---------|----------------------------------------------------------------------------------------------------------------------|
-| checkpointInterval | Int64 | no | 3600000 | The time between checkpoints in ms |
-| checkpointDuration | Int64 | no | 300000 | The time to create a snapshot in ms |
-| checkpointIntervalScaling | Double | no | 1.0 | The scaling of the checkpointInterval after each successful checkpoint. The default of 1.0 means no scaling happens. |
-
-### Example
-
-```json
-{
- "checkpointInterval": 3600000,
- "checkpointDuration": 300000,
- "checkpointIntervalScaling": 1.5
-}
-```
-
-In this example, a snapshot is created every hour, and the snapshot creation takes 5 minutes.
-The checkpointIntervalScaling is set to 1.5, which means that after each successful checkpoint,
-the interval between checkpoints will be increased by 50% (for example from 1 to 1.5 hours).