Cloud computing failures, such as the AWS outage that disrupted batch processing for major enterprises, highlight the risk of relying solely on traditional cloud providers. When critical batch jobs fail, companies face missed SLAs, lost revenue, and operational delays. Additionally, EU energy efficiency mandates are increasing the cost of cloud infrastructure, forcing providers to adjust pricing models, making compute even more expensive and unpredictable for businesses running large-scale batch workloads.