The correct approach involves setting filters to generate only relevant logs and adjusting metadata annotations to limit the logs stored. These methods directly reduce the volume of logs. Other options either do not address the generation of logs or are not applicable to VPC Flow Logs. For more details, refer to the VPC Flow Logs documentation.