Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Next-generation systems face a wide range of new potential sources of application interference, including resilience actions, system software adaptation, and  in situ  analytics programs. ,  present a new model for analyzing the performance of bulk-synchronous HPC applications based on the use of  extreme value theory.  After validating this model against both synthetic and real applications, the paper then uses both simulation and modeling techniques to profile next-generation interference sources and characterize their behavior and performance impact on a selection of HPC benchmarks, mini-applications, and applications. Lastly, this work shows how the model can be used to understand  how  current interference mitigation techniques in multi-processors work.
['Oscar H. Mondragon', 'Patrick G. Bridges', 'Scott Levy', 'Kurt B. Ferreira', 'Patrick M. Widener']
I am writing a research paper on a idea Understanding performance interference in next-generation HPC systems
[{"from": "human", "value": "I am writing a research paper on a idea Understanding performance interference in next-generation HPC systems"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Next-generation systems face a wide range of new potential sources of application interference, including resilience actions, system software adaptation, and  in situ  analytics programs. ,  present a new model for analyzing the performance of bulk-synchronous HPC applications based on the use of  extreme value theory.  After validating this model against both synthetic and real applications, the paper then uses both simulation and modeling techniques to profile next-generation interference sources and characterize their behavior and performance impact on a selection of HPC benchmarks, mini-applications, and applications. Lastly, this work shows how the model can be used to understand  how  current interference mitigation techniques in multi-processors work."}]