user
What strategies were used to ensure that the pipelines were optimized for cost efficiency?
assistant
Cloud-based resources were used to scale resources dynamically, ensuring that costs were aligned with usage. Parallel job execution and caching mechanisms reduced resource consumption. The pipelines were designed to minimize idle times and optimize resource utilization, reducing overall costs. Dynamic scaling, parallel execution, and caching optimized resource utilization and reduced costs.