Round robin and Ratio are the load balancing methods that require the least amount of resources. Round robin method simply distributes load equally across all servers without considering the current load or performance of the servers, which minimizes resource usage. Ratio method distributes traffic based on a predefined ratio, which also requires minimal resources for calculation, unlike methods like Observed, Fastest, Predictive, and Least connections that require continuous monitoring and analysis of server performance.