Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Similar to Grid computing systems, scientific applications in cloud are large scale distributed systems that are deployed on distributed cloud nodes. Scientific applications usually have a lot of communications beten the nodes for deployment. Therefore conventional ranking methods are not appropriate for deploying scientific applications. The reason is ranking methods do not consider the relations beten nodes.  propose a novel spectral clustering based deployment method that takes not only the computing qualities of cloud nodes into account, but also the communication performance beten different nodes. Experimental results show the effectiveness of our method for improving the performance of scientific applications.
['Pei Fan', 'Ji Wang', 'Zhenbang Chen', 'Zibin Zheng', 'Michael R. Lyu']
I am writing a research paper on a idea A spectral clustering-based optimal deployment method for scientific application in cloud computing
[{"from": "human", "value": "I am writing a research paper on a idea A spectral clustering-based optimal deployment method for scientific application in cloud computing"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Similar to Grid computing systems, scientific applications in cloud are large scale distributed systems that are deployed on distributed cloud nodes. Scientific applications usually have a lot of communications beten the nodes for deployment. Therefore conventional ranking methods are not appropriate for deploying scientific applications. The reason is ranking methods do not consider the relations beten nodes.  propose a novel spectral clustering based deployment method that takes not only the computing qualities of cloud nodes into account, but also the communication performance beten different nodes. Experimental results show the effectiveness of our method for improving the performance of scientific applications."}]