You are tasked with implementing several batch jobs that need to be executed according to a specific schedule. These jobs consist of multiple interdependent steps that must be executed in a predetermined sequence. Some portions of the jobs include executing shell scripts, running Hadoop jobs, and executing queries in BigQuery. The execution time for these jobs can range from several minutes to several hours. Additionally, if any steps fail, they need to be retried a fixed number of times. Which Google Cloud service should you use to manage the execution of these jobs?