Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Global-scale grids provide a massive source of processing por, providing the means to support processor intensive parallel applications. The strong burstiness and unpredictability of the available processing and network resources raise the strong need to make applications robust against the dynamics of grid environments. The two main techniques that are most suitable to cope with the dynamic nature of the grid are dynamic load balancing (DLB) and job replication (JR). ,  analyze and compare the effectiveness of these two approaches by means of trace-driven simulations.  observe that there exists an easy-to-measure statistic Y and a corresponding threshold value Y*, such that DLB consistently outperforms JR when Y > Y*, whereas the reverse is true for Y < Y*. Based on this observation,  propose a simple and easy-to-implement approach, throughout referred to as the DLB/JR method, that can make dynamic decisions about whether to use DLB or JR. Extensive simulations based on a large set of real data monitored in a global-scale grid show that our DLB/JR method consistently performs at least as good as both DLB and JR in all circumstances, which makes our DLB/JR method highly robust against the unpredictable nature of global-scale grids.
['Marjolein Dobber', 'van der Rob Mei', 'Ger Koole']
I am writing a research paper on a idea Dynamic Load Balancing and Job Replication in a Global-Scale Grid Environment: A Comparison
[{"from": "human", "value": "I am writing a research paper on a idea Dynamic Load Balancing and Job Replication in a Global-Scale Grid Environment: A Comparison"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Global-scale grids provide a massive source of processing por, providing the means to support processor intensive parallel applications. The strong burstiness and unpredictability of the available processing and network resources raise the strong need to make applications robust against the dynamics of grid environments. The two main techniques that are most suitable to cope with the dynamic nature of the grid are dynamic load balancing (DLB) and job replication (JR). ,  analyze and compare the effectiveness of these two approaches by means of trace-driven simulations.  observe that there exists an easy-to-measure statistic Y and a corresponding threshold value Y*, such that DLB consistently outperforms JR when Y > Y*, whereas the reverse is true for Y < Y*. Based on this observation,  propose a simple and easy-to-implement approach, throughout referred to as the DLB/JR method, that can make dynamic decisions about whether to use DLB or JR. Extensive simulations based on a large set of real data monitored in a global-scale grid show that our DLB/JR method consistently performs at least as good as both DLB and JR in all circumstances, which makes our DLB/JR method highly robust against the unpredictable nature of global-scale grids."}]