kito4 opened a new issue, #17661:
URL: https://github.com/apache/dolphinscheduler/issues/17661

   ### Search before asking
   
   - [x] I had searched in the 
[issues](https://github.com/apache/dolphinscheduler/issues?q=is%3Aissue) and 
found no similar feature requirement.
   
   
   ### Description
   
   As part of an educational research project at ITMO University, we aim to 
investigate how open-source schedulers, specifically Apache DolphinScheduler 
(DS), handle resource oversubscription. Oversubscription — allocating more 
tasks than available physical or logical resources — can increase utilization 
and reduce costs but often leads to performance degradation, instability, or 
SLA violations for critical workloads.
   The project will focus on identifying technical gaps in DS and proposing 
mechanisms to manage oversubscription safely, including metrics, scheduling 
policies, prioritization, and throttling strategies.
   
   ### Use case
   
   A DS cluster runs multiple concurrent workflows, temporarily exceeding 
available CPU, memory, or I/O resources.
   Without proper control, worker nodes may become overloaded, task queues 
grow, and critical tasks may fail or be delayed.
   The research project will explore potential solutions such as:
   Prioritizing critical workflows under oversubscription.
   Implementing back-pressure or throttling mechanisms.
   Adding observability and metrics for oversubscription states.
   Testing and simulating scenarios to evaluate improvements in throughput, 
latency, and stability.
   
   ### Related issues
   
   _No response_
   
   ### Are you willing to submit a PR?
   
   - [x] Yes I am willing to submit a PR!
   
   ### Code of Conduct
   
   - [x] I agree to follow this project's [Code of 
Conduct](https://www.apache.org/foundation/policies/conduct)
   


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