Abstract: The METHODS. SYSTEMS AND APPARATUSES FOR MANAGING PRIORITIZATION OF TIME-BASED PROCESSES. (“STS”) receive scheduled processor-executable tasks from users connected to a production network through a computer network. The STS system can analyze the tasks before execution to determine expected system resources that will be consumed by the tasks during their execution. The STS system performs a multi-objective optimization to group tasks in sets suitable for parallel execution and to determine an optimal execution order to execute the sets of tasks at a scheduled time. Each scheduled task can perform one or more operations in a target compute device, a slave computer device or other suitable computer devices located in the computer network.