About: Opportunities in Big Data Management and Processing

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://ebooks.iospress.nl/volume/databases-and-information-systems-viii-selected-papers-from-the-eleventh-international-baltic-conference-dbis-2014
Description	Every day we witness new forms of data in various formats. Some example include structured data from transactions we make, unstructured data as text communications of different kinds, varieties of multimedia files and video streams. To ensure efficient processing of this data, often called 'Big Data', the use of highly distributed and scalable systems and new data management architectures, e.g. distributed file systems and NoSQL database, has been widely considered. However, volume, variety and velocity of Big Data and data analytics demands indicate that these tools solve Big Data problems partially only. To make effective use of such data, novel concepts of management is required, in particular, being able to efficiently access data within a tolerable time not only from the users own domain, but also from other domains which the user is authorized to access. This paper elaborates on some issues related to the efficient management of Big Data, discusses current trends, identifies the challenges and suggests possible research directions. Every day we witness new forms of data in various formats. Some example include structured data from transactions we make, unstructured data as text communications of different kinds, varieties of multimedia files and video streams. To ensure efficient processing of this data, often called 'Big Data', the use of highly distributed and scalable systems and new data management architectures, e.g. distributed file systems and NoSQL database, has been widely considered. However, volume, variety and velocity of Big Data and data analytics demands indicate that these tools solve Big Data problems partially only. To make effective use of such data, novel concepts of management is required, in particular, being able to efficiently access data within a tolerable time not only from the users own domain, but also from other domains which the user is authorized to access. This paper elaborates on some issues related to the efficient management of Big Data, discusses current trends, identifies the challenges and suggests possible research directions. (en)
Title	Opportunities in Big Data Management and Processing Opportunities in Big Data Management and Processing (en)
skos:prefLabel	Opportunities in Big Data Management and Processing Opportunities in Big Data Management and Processing (en)
skos:notation	RIV/00216208:11320/14:10282395!RIV15-MSM-11320___
http://linked.open...avai/riv/aktivita	I
http://linked.open...avai/riv/aktivity	I
http://linked.open...iv/cisloPeriodika	270
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Pokorný, Jaroslav
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Univerzita Karlova v Praze / Matematicko-fyzikální fakulta
http://linked.open...dnocenehoVysledku	34712
http://linked.open...ai/riv/idVysledku	RIV/00216208:11320/14:10282395
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	NewSQL; NoSQL; Efficient Management; Big Data (en)
http://linked.open.../riv/klicoveSlovo	Big Data Efficient Management NoSQL NewSQL
http://linked.open...odStatuVydavatele	PK - Pákistánská islámská republika
http://linked.open...ontrolniKodProRIV	[FF436137F073]
http://linked.open...i/riv/nazevZdroje	Frontiers in Artificial Intelligence and Applications
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...UplatneniVysledku	2014
http://linked.open...v/svazekPeriodika	neuveden
http://linked.open...iv/tvurceVysledku	Pokorný, Jaroslav Static, Bela
issn	0922-6389
number of pages	12 (xsd:int)
http://bibframe.org/vocab/doi	10.3233/978-1-61499-458-9-15
http://localhost/t...ganizacniJednotka	11320

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