Here is a simple Dojo demo
(open it in mobile device for a best experience), which shows how to implement Scheduler in adaptive manner. Is it works at your end? If it differs than your implementation and provided approach is not suitable for your business requirements, I will ask you send us a runnable test project which replicates the problem. This will helps us to investigate the case and advice you further.
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