Optimizing Sorting and Top-k Selection Steps in Permutation Based Indexing on GPUs

Bibtex entry :

@inproceedings { krulis:adbis2015,
    author = { Martin Krulis and Hasmik Osipyan and Stephane Marchand-Maillet },
    title = { Optimizing Sorting and Top-k Selection Steps in Permutation Based Indexing on GPUs },
    booktitle = { New Trends in Databases and Information Systems - ADBIS 2015 Short Papers and Workshops, Poitiers, France, September 8-11, 2015. Proceedings },
    pages = { 305--317 },
    year = { 2015 },
    url = { http://dx.doi.org/10.1007/978-3-319-23201-0_33 },
}
--

Keywords: machine learning, information geometry, data mining, Big Data, affective information retrieval (recherche d'information), information visualisation, content-based image and video retrieval (CBIR, CBR, CBVR, CBMR, CBMIR), information mining, classification, multimedia and multimodal information management, semantic web, knowledge base (RDF, OWL, XML, metadata, auto-annotation, description), multimodal information fusion