Performance prediction of data streams on high-performance architecture

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High Performance Data Streaming in Service Architecture

Applications dealing with large data sets obtained via simulation or actual real-time sensor networks are increasing in abundance. The data obtained from real-time sources may contain certain discrepancies which arise from the dynamic nature of the source. Furthermore, certain computations may not require all the data and hence this data must be filtered before it can be processed. By installin...

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Data-intensive, interactive applications are an important class of metacomputing (Grid) applications. They are characterized by large, time-varying data flows between data providers and consumers. The topic of this paper is the runtime adaptation of data streams, in response to changes in resource availability and/or in end user requirements, with the goal of continually providing to consumers ...

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ژورنال

عنوان ژورنال: Human-centric Computing and Information Sciences

سال: 2019

ISSN: 2192-1962

DOI: 10.1186/s13673-018-0163-4