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themes [2016/10/11 11:22] philippereneviergonin [Knowledge Extraction and Learning] |
themes [2016/10/11 11:23] philippereneviergonin [Knowledge Extraction and Learning] |
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| A particular emphasis has been given to the scalability of the approaches, according to three dimensions: | A particular emphasis has been given to the scalability of the approaches, according to three dimensions: | ||
| - | 1. the volume of the data that are to be processed; | + | - the volume of the data that are to be processed; |
| - | 2. the number of processing units available for computation and the distributed nature of both data and | + | - the number of processing units available for computation and the distributed nature of both data and algorithms; |
| - | algorithms; | + | - the computational power of the processing units, which may become critical when the proposed approaches must be embedded in appliances, vehicles, or mobile devices, often with tight resource consumption constraints. |
| - | 3. the computational power of the processing units, which may become critical when the proposed approaches | + | |
| - | must be embedded in appliances, vehicles, or mobile devices, often with tight resource consumption | + | |
| - | constraints. | + | |
| - | ===== FOrmalizing and Reasoning with Users and Models ===== | + | ===== FOrmalizing and Reasoning with Users and Models (FORUM) ===== |
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| infrastructures exploitation by non-expert users, scalable and secure software composition techniques, and | infrastructures exploitation by non-expert users, scalable and secure software composition techniques, and | ||
| adaptation to heterogeneous and dynamic execution environments. In addition, part of the activity | adaptation to heterogeneous and dynamic execution environments. In addition, part of the activity | ||
| - | complements the research theme FORUM with concerns related to large-scale | + | complements the research theme FORUM theme with concerns related to large-scale |
| distributed data repositories integration. | distributed data repositories integration. | ||