You are designing the backend infrastructure for a free photo processing application with the following requirements:

• Uses Cloud Storage for both raw and processed photos • Must support resuming photo processing after failures • Cannot be containerized • No SLO exists for processing time • Requires the most cost-effective solution

What is the optimal approach to run this service?