Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Scheduling multiple applications on heterogeneous multi-clusters is challenging as the different applications have to compete for resources. A scheduler thus has to ensure a fair distribution of resources among the applications and prevent harmful selfish behaviors while still trying to minimize their respective completion time.   consider mixed-parallel applications, represented by graphs whose nodes are data-parallel tasks, that are scheduled in two steps: allocation and mapping.  investigate several strategies to constrain the amount of resources the scheduler can allocate to each application and evaluate them over a wide range of scenarios.
["Tchimou N'Takpe", 'Frederic Suter']
I am writing a research paper on a idea Concurrent scheduling of parallel task graphs on multi-clusters using constrained resource allocations
[{"from": "human", "value": "I am writing a research paper on a idea Concurrent scheduling of parallel task graphs on multi-clusters using constrained resource allocations"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Scheduling multiple applications on heterogeneous multi-clusters is challenging as the different applications have to compete for resources. A scheduler thus has to ensure a fair distribution of resources among the applications and prevent harmful selfish behaviors while still trying to minimize their respective completion time.   consider mixed-parallel applications, represented by graphs whose nodes are data-parallel tasks, that are scheduled in two steps: allocation and mapping.  investigate several strategies to constrain the amount of resources the scheduler can allocate to each application and evaluate them over a wide range of scenarios."}]