30 resultados para Data centric

em Martin Luther Universitat Halle Wittenberg, Germany


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The modern computer systems that are in use nowadays are mostly processor-dominant, which means that their memory is treated as a slave element that has one major task – to serve execution units data requirements. This organization is based on the classical Von Neumann's computer model, proposed seven decades ago in the 1950ties. This model suffers from a substantial processor-memory bottleneck, because of the huge disparity between the processor and memory working speeds. In order to solve this problem, in this paper we propose a novel architecture and organization of processors and computers that attempts to provide stronger match between the processing and memory elements in the system. The proposed model utilizes a memory-centric architecture, wherein the execution hardware is added to the memory code blocks, allowing them to perform instructions scheduling and execution, management of data requests and responses, and direct communication with the data memory blocks without using registers. This organization allows concurrent execution of all threads, processes or program segments that fit in the memory at a given time. Therefore, in this paper we describe several possibilities for organizing the proposed memory-centric system with multiple data and logicmemory merged blocks, by utilizing a high-speed interconnection switching network.

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Magdeburg, Univ., Fak. für Informatik, Diss., 2011

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Data Mining, Learning from data, graphical models, possibility theory

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Scheduling, job shop, uncertainty, mixed (disjunctive) graph, stability analysis

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Similarity-based operations, similarity join, similarity grouping, data integration

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Systemidentification, evolutionary automatic, data-driven model, fuzzy Takagi-Sugeno grammar, genotype interpretability, toxicity-prediction

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Magdeburg, Univ., Fak. für Informatik, Diss., 2012

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Visualistics, computer science, picture syntax, picture semantics, picture pragmatics, interactive pictures

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Visual data mining, multi-dimensional scaling, POLARMAP, Sammon's mapping, clustering, outlier detection

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Online Data Mining, Data Streams, Classification, Clustering

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Seismic analysis, horizon matching, fault tracking, marked point process,stochastic annealing

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Data Mining, Vision Restoration, Treatment outcome prediction, Self-Organising-Map

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Magdeburg, Univ., Fak. für Informatik, Diss., 2010

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Magdeburg, Univ., Fak. für Informatik, Diss., 2012

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Magdeburg, Univ., Fak. für Verfahrens- und Systemtechnik, Diss., 2012