A Holistic Approach for Resource-aware Adaptive Data Stream Mining
نویسندگان
چکیده
منابع مشابه
Context-aware adaptive data stream mining
In resource-constrained devices, adaptation of data stream processing to variations of data rates and availability of resources is crucial for consistency and continuity of running applications. However, to enhance and maximize the benefits of adaptation, there is a need to go beyond mere computational and device capabilities to encompass the full spectrum of contextawareness. This paper presen...
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In resource-constrained devices, adaptation of data stream processing to variations of data rates, availability of resources and environment changes is crucial for consistency and continuity of running applications. Context-aware and resource-aware adaptation, as a new dimension of research in data stream mining, enhances and improves distributed data stream processing tasks. Context-awareness ...
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Although the integration of engineering data within the framework of product data management systems has been successful in the recent years, the holistic analysis (from a systems engineering perspective) of multi-disciplinary data or data based on different representations and tools is still not realized in practice. At the same time, the application of advanced data mining techniques to compl...
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ژورنال
عنوان ژورنال: New Generation Computing
سال: 2006
ISSN: 0288-3635,1882-7055
DOI: 10.1007/s00354-006-0005-1