Search for dissertations about: "parallel stream processing"
Showing result 11 - 15 of 28 swedish dissertations containing the words parallel stream processing.
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11. Image Processing Architectures for Binary Morphology and Labeling
Abstract : Conventional surveillance systems are omnipresent and most are still based on analog techniques. Migrating to the digital domain grants access to the world of digital image processing enabling automation of such systems, which means extracting information from the image stream without human interaction. READ MORE
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12. Extraction and Energy Efficient Processing of Streaming Data
Abstract : The interest in machine learning algorithms is increasing, in parallel with the advancements in hardware and software required to mine large-scale datasets. Machine learning algorithms account for a significant amount of energy consumed in data centers, which impacts the global energy consumption. READ MORE
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13. Parallel Data Streaming Analytics in the Context of Internet of Things
Abstract : We are living in an increasingly connected world, where the ubiquitously sensing technologies enable inter-connection of physical objects, as part of Internet of Things (IoT), and provide continuous massive amount of data. As this growth soars, benefits and challenges come together, which requires development of right tools in order to extract valuable information from data. READ MORE
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14. Algorithms and Framework for Energy Efficient Parallel Stream Computing on Many-Core Architectures
Abstract : The rise of many-core processor architectures in the market answers to a constantly growing need of processing power to solve more and more challenging problems such as the ones in computing for big data. Fast computation is more and more limited by the very high power required and the management of the considerable heat produced. READ MORE
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15. Optimization and Execution of Complex Scientific Queries
Abstract : Large volumes of data produced and shared within scientific communities are analyzed by many researchers to investigate different scientific theories. Currently the analyses are implemented in traditional programming languages such as C++. READ MORE