Conveners
Array Analytics
- Martin Kersten
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Hannes Mühleisen (CWI)28/05/2013, 16:00A typical work flow for data analysis in R consists of the following steps: First load the raw data from file, then select and transform raw data into a form suitable for statistics, and then apply a statistical algorithm and visualization. However, the amount of data that can be analyzed using this process is limited by the amount of memory on the system on which R is run, which are typically...Go to contribution page
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Ying Zhang (C)28/05/2013, 16:20Scientific discoveries increasingly rely on the ability to efficiently grind massive amounts of experimental data using database technologies. To bridge the gap between the needs of the Data-Intensive Research fields and the current DBMS technologies, we have introduced SciQL (pronounced as ‘cycle’) in [15]. SciQL is the first SQL-based declarative query language for scientific applications...Go to contribution page
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Mr Dimitar Misev (Jacobs University)28/05/2013, 16:40Rasdaman ("raster data manager") is an Array DBMS supporting the model of large multi-dimensional arrays as well as declarative operations on them. Over its more than 15 years lifetime, rasdaman has evolved, based on its Array Algebra, into a fully implemented system offering array query support, storage and processing optimization, parallel evaluation, and further Big Data enabling...Go to contribution page
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Peter Baumann (Jacobs University)28/05/2013, 17:00(This talk is proposed for the Array Analytics session) After a long period of neglection by database research, arrays now are recognized as a core data structure in science and engineering domains, and actually as a main representative of the Big Data there. However, it is not only about array data and accessing them - today requirements on server-side processing capabilities are high,...Go to contribution page
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Prof. Michael Stonebraker28/05/2013, 17:20