Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Despite continued innovations in design of I/O systems, I/O performance has not kept pace with the progress in processor and communication technology.  addresses this I/O problem from a compiler's perspective, and presents an I/O optimization strategy based on access pattern and storage form (file layout) detection. The objective of our optimization strategy is to determine storage forms for array-based data sets taking into account future use of data (future access patterns). To tackle this problem,  present a three-step strategy: (i) determining all I/O access patterns to the array, and among them, selecting the most dominant (i.e., the most beneficial) access pattern; (ii) determining the most suitable storage form for the array taking into account the most dominant access pattern detected in the previous step; and (iii) optimizing the non-dominant access patterns using collective I/O, an optimization that allows each processor to do I/O on behalf of others if doing so improves overall performance.
['Mahmut T. Kandemir', 'Alok N. Choudhary']
I am writing a research paper on a idea Compiler-directed I/O optimization
[{"from": "human", "value": "I am writing a research paper on a idea Compiler-directed I/O optimization"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Despite continued innovations in design of I/O systems, I/O performance has not kept pace with the progress in processor and communication technology.  addresses this I/O problem from a compiler's perspective, and presents an I/O optimization strategy based on access pattern and storage form (file layout) detection. The objective of our optimization strategy is to determine storage forms for array-based data sets taking into account future use of data (future access patterns). To tackle this problem,  present a three-step strategy: (i) determining all I/O access patterns to the array, and among them, selecting the most dominant (i.e., the most beneficial) access pattern; (ii) determining the most suitable storage form for the array taking into account the most dominant access pattern detected in the previous step; and (iii) optimizing the non-dominant access patterns using collective I/O, an optimization that allows each processor to do I/O on behalf of others if doing so improves overall performance."}]