Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  present a tool, PROST, which can achieve scalable and accurate prediction of server workload time series in data centers. As several virtual machines are typically co-located on physical servers, the CPU and RAM show strong temporal and spatial dependencies. PROST is able to leverage the spatial dependency among co-located VMs to improve the scalability of prediction models solely based on temporal features, such as neural network.  show the benefits of PROST in obtaining accurate prediction of resource usage series and designing effective VM sizing strategies for the private data centers.
['Ji Xue', 'Evgenia Smirni', 'Thomas Scherer', 'Robert Birke', 'Lydia Y. Chen']
I am writing a research paper on a idea PROST: Predicting Resource Usages with Spatial and Temporal Dependencies
[{"from": "human", "value": "I am writing a research paper on a idea PROST: Predicting Resource Usages with Spatial and Temporal Dependencies"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  present a tool, PROST, which can achieve scalable and accurate prediction of server workload time series in data centers. As several virtual machines are typically co-located on physical servers, the CPU and RAM show strong temporal and spatial dependencies. PROST is able to leverage the spatial dependency among co-located VMs to improve the scalability of prediction models solely based on temporal features, such as neural network.  show the benefits of PROST in obtaining accurate prediction of resource usage series and designing effective VM sizing strategies for the private data centers."}]