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Copy file name to clipboardExpand all lines: docs/catalog/cloud/time-shift-kubernetes-cron-jobs.md
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## Solution
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Kubernetes recurrent Jobs (such as ML Training Jobs, Batchs, etc.) are implemented [as CronJobs](https://kubernetes.io/docs/concepts/workloads/controllers/cron-jobs/). They can be time shifted by using **carbon intensity Forecast data** (24h usually, depdening on the Electricity data provider), to calculate the best time in the future to execute the job.
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To capture the impact of time shifting, the following image shows variation of electricity carbon intensity during a day, from one the electricity data providers, [ElectricityMap](https://app.electricitymaps.com/map).
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To capture the impact of time shifting, the following image shows variation of electricity carbon intensity during a day, from one the electricity data providers, [Electricity Maps](https://app.electricitymaps.com/map).
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