The document discusses various strategies for performing MySQL backups in extreme situations with constraints such as limited storage space, tight time windows, and high resource usage. It recommends using MySQL Enterprise Backup which provides online hot backups and supports optimizations like compression, incremental backups, partial backups, and limiting resource usage to minimize performance impacts and meet backup windows. Specific options for MySQL Enterprise Backup are outlined to address different types of constraints.