Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Clusters of b caches are extensively used by different types of organizations, including companies, universities, ISPs, and CDNs. To model b caches,  must account for two types of stochastic events: objects being pulled into/out of the cache cluster at random times, and caches going up and down at random times. Detailed stochastic models of such complex systems quickly become intractable.   propose a stochastic fluid model which captures the salient characteristics of a cache cluster. The stochastic fluid model replaces the object arrivals to the cluster and departures (object modification/expiration) with a fluid flow, but maintains the up/down dynamics of the original system. The model can be applied to a variety of cluster routing policies, and provides a simple means to estimate the hit rate.  compare the results of the stochastic fluid model with that of a simulation of the real system.  find the fluid model to not only be a close approximation, but also to exhibit the key qualitative properties of the original system.  conclude that stochastic fluid models show great potential in modeling a variety of content distribution systems.
['Florence Clévenot', 'Philippe Nain', 'Keith W. Ross']
I am writing a research paper on a idea Stochastic fluid models for cache clusters
[{"from": "human", "value": "I am writing a research paper on a idea Stochastic fluid models for cache clusters"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Clusters of b caches are extensively used by different types of organizations, including companies, universities, ISPs, and CDNs. To model b caches,  must account for two types of stochastic events: objects being pulled into/out of the cache cluster at random times, and caches going up and down at random times. Detailed stochastic models of such complex systems quickly become intractable.   propose a stochastic fluid model which captures the salient characteristics of a cache cluster. The stochastic fluid model replaces the object arrivals to the cluster and departures (object modification/expiration) with a fluid flow, but maintains the up/down dynamics of the original system. The model can be applied to a variety of cluster routing policies, and provides a simple means to estimate the hit rate.  compare the results of the stochastic fluid model with that of a simulation of the real system.  find the fluid model to not only be a close approximation, but also to exhibit the key qualitative properties of the original system.  conclude that stochastic fluid models show great potential in modeling a variety of content distribution systems."}]