Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Recent developments in Big Data frameworks are moving towards reservation based approaches as a mean to manage the increasingly complex mix of computations, whereas preemption techniques are employed to meet strict jobs deadlines. Within this work  propose and evaluate a new planning algorithm in the context of reservation based scheduling. Our approach is able to achieve high cluster utilization while minimizing the need for preemption that causes system overheads and planning mispredictions.
['Marco Rabozzi', 'Matteo Mazzucchelli', 'Roberto Cordone', 'Giovanni Matteo Fumarola', 'Marco D. Santambrogio']
I am writing a research paper on a idea Preemption-aware planning on big-data systems
[{"from": "human", "value": "I am writing a research paper on a idea Preemption-aware planning on big-data systems"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Recent developments in Big Data frameworks are moving towards reservation based approaches as a mean to manage the increasingly complex mix of computations, whereas preemption techniques are employed to meet strict jobs deadlines. Within this work  propose and evaluate a new planning algorithm in the context of reservation based scheduling. Our approach is able to achieve high cluster utilization while minimizing the need for preemption that causes system overheads and planning mispredictions."}]