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The Ophidia project is a research effort addressing big data analytics requirements, issues, and challenges for eScience. We present here the Ophidia analytics framework, which is responsible for atomically processing, transforming and manipulating array-based data. This framework provides a common way to run on large clusters analytics tasks applied to big datasets. The paper highlights the design principles, algorithm, and most relevant implementation aspects of the Ophidia analyticsdoi:10.1109/bigdata.2013.6691720 dblp:conf/bigdataconf/FiorePDFWA13 fatcat:pnacibksqvfsvatduk2rytqyt4