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In this paper, we present the design and implementation of an application-layer data throughput prediction and optimization service for many-task computing in widely distributed environments. This service uses multiple parallel TCP streams to improve the end-to-end throughput of data transfers. A novel mathematical model is developed to determine the number of parallel streams, required to achieve...
Network performance measurement and prediction is one of the most prominent and indispensable components in distributed computing environments. The selection of the most advantageous network measurement tool or system for specific needs can be very time consuming and may require detailed experimental analysis. The multi-dimensional aspects and properties of such systems or tools should be considered...
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