From Scheduling Tasks to Automating Jobs

Scheduling tasks in organizations is a common need. Grouping these tasks into cohesive units called 'jobs' and then automating these jobs allows IT staff to manage thousands of individual tasks with higher levels of quality, reliability, and productivity. Automating job scheduling reduces manual interventions and unnecessary delays while increasing the efficiency and utilization of computing resources.

There is no lack of opportunity to utilize automated job scheduling. Consider, for instance:

As the IT staff workload inevitably increases the justification for automated job scheduling becomes increasingly apparent.

But How?

Job scheduling has been around since the early days of computing. The Unix cron command has always been a popular job scheduling solution. It has a powerful facility for determining when Unix commands or scripts should execute. Cron is used typically to automate system maintenance or administration—though its general-purpose nature is utilized in a wide variety of tasks. Windows machines have the Windows Task Scheduler available which provides a subset of cron time scheduling and a set of Windows specific capabilities.

Software development teams and System Administrators often write scheduling code for their particular needs. These are often delivered as Unix or Windows code snippets delivered in shell scripts or batch files although sometimes the code is embedded into software applications directly. Such development is justified when the task at hand is considered too specialized or the scheduler needs are rudimentary and not needing an off-the-shelf solution.

Over the years many commercial and open source job scheduler offerings became available. The list of vendors is too large to mention here, but solutions can generally be filtered by their supported platforms such as mainframe, Linux, and Windows. There also exists offerings that schedule jobs across platforms. Other distinctions can be found in their support for graphical user interfaces, reports, data analytics, workload distribution, and of course, price.

Characterizing Modern Job Schedulers

Most modern schedulers provide capabilities that include the following:

Automated job scheduling

System and user-defined variable

Workload/history forecasting

Workload Distribution across the Network

Report distribution and management


Graphical user interface

Other key features

Kinds of Scheduling

Automated schedulers provide various schemes to schedule jobs and their underlying steps. Support for these schemes vary by scheduler. Some schemes to consider include (this list is by no means exhaustive):

From Descriptions to Definitions

Transitioning from hand-drawn flowcharts and manual procedures to an automated job scheduler's definition takes time and effort. The degree of effort varies depending on the complexity of the process being automated and the skills of the IT staff performing the transition. Migration utilities and converter routines may import some information but seldom deliver a complete representation. Additional work and definition is generally required. During this definition phase using existing process diagrams (be they flowcharts, UML diagrams, a Business Process Modeling Notation (BPMN) graphic or other sequence flows) can be instructive. Consider the following for each job.

Ensure that the above information is captured and documented in a form usable for your translating the information to your automated job scheduler definitions. Using a spreadsheet or standardized Word template are frequent medium for this information capture.

From Existing Process Definitions to Automated Job Scheduler Definitions

Automated job schedulers present facilities for designing and defining jobs. The vocabulary of the job scheduler may not necessarily map to the vocabulary used to describe existing processes since the job scheduler may introduce new concepts, or have a different name for existing concepts, or provide enhanced features not understood or used in the existing scheduling environment. Consider preparing a mapping of existing to new terms as follows using a simple table:

Existing Term

Scheduler Term





Timed Event

Timer Trigger

Shell Script

Process Action

SQL Query

Database Query Action




Business Interval, Business Calendar

Operator Prompt


The above addresses the terminology to be addressed. The next step is to then start to develop the jobs in the scheduler. This goes beyond mapping terms to addressing matters of sequence, looping, timing and timeouts, error and exception handling, templates of reusable jobs, and numerous other topics. Ideally the selected job scheduler allows one to visually construct and review the job as well as describe the job in a text document. These job scheduler definitions need to be reviewed and compared with the existing definitions to assure completeness and consistency.

From these definitions one then proceeds into testing and finally production rollout. During testing and rollout issues of metrics collection, failover and recovery, and exceptional and adhoc conditions needs to be designed and documented.


Automated job schedulers have been available for decades and their value and utility continue to improve. The process of moving from manual or scripted job execution to automated job scheduling is not necessarily easy or straightforward. Effective adoption and utilization of automated job schedulers requires that IT staff pay attention to job design, recovery, and error handling. Partnering with your scheduling vendor through their training and consulting, as well as leveraging already tried and tested job patterns and templates can significantly improve the likelihood of success in improving IT delivery through job scheduling automation.