國立虎尾科技大學 |

Transactions on Large-Scale Data- and Knowledge-Centered Systems XLVI

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Transactions on Large-Scale Data- and Knowledge-Centered Systems XLVI/ edited by Abdelkader Hameurlain, A Min Tjoa.
other author:	Hameurlain, Abdelkader.
Description:	VII, 189 p. 64 illus., 42 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Database management. -
Online resource:	https://doi.org/10.1007/978-3-662-62386-2
ISBN:	9783662623862

Transactions on Large-Scale Data- and Knowledge-Centered Systems XLVI
Transactions on Large-Scale Data- and Knowledge-Centered Systems XLVI[electronic resource] /edited by Abdelkader Hameurlain, A Min Tjoa. - 1st ed. 2020. - VII, 189 p. 64 illus., 42 illus. in color.online resource. - Transactions on Large-Scale Data- and Knowledge-Centered Systems,124101869-1994 ;. - Transactions on Large-Scale Data- and Knowledge-Centered Systems,9260.

Extracting Insights: A Data Centre Architecture Approach in Million Genome Era -- Dynamic Estimation and Grid Partitioning Approach for Multi-objective Optimization Problems in Medical Cloud Federations -- Temporal Pattern Mining for E-Commerce Dataset -- Scalable Schema Discovery for RDF Data -- Load-Aware Shedding in Stream Processing Systems -- Selectivity Estimation with Attribute Value Dependencies Using Linked Bayesian Networks.

The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing (e.g., computing resources, services, metadata, data sources) across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability. This, the 46th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains six fully revised selected regular papers. Topics covered include an elastic framework for genomic data management, medical data cloud federations, temporal pattern mining, scalable schema discovery, load shedding, and selectivity estimation using linked Bayesian networks.

ISBN: 9783662623862

Standard No.: 10.1007/978-3-662-62386-2doiSubjects--Topical Terms:

557799
Database management.

LC Class. No.: QA76.9.D3

Dewey Class. No.: 005.74

Transactions on Large-Scale Data- and Knowledge-Centered Systems XLVI
LDR:02974nam a22004215i 4500 001 1027535
003 DE-He213
005 20201119235657.0
007 cr nn 008mamaa
008 210318s2020 gw | s |||| 0|eng d
020 $a 9783662623862 $9 978-3-662-62386-2
024 7 $a 10.1007/978-3-662-62386-2 $2 doi
035 $a 978-3-662-62386-2
050 4 $a QA76.9.D3
072 7 $a UN $2 bicssc
072 7 $a COM021000 $2 bisacsh
072 7 $a UN $2 thema
072 7 $a UMT $2 thema
082 0 4 $a 005.74 $2 23
245 1 0 $a Transactions on Large-Scale Data- and Knowledge-Centered Systems XLVI $h [electronic resource] / $c edited by Abdelkader Hameurlain, A Min Tjoa.
250 $a 1st ed. 2020.
264 1 $a Berlin, Heidelberg : $b Springer Berlin Heidelberg : $b Imprint: Springer, $c 2020.
300 $a VII, 189 p. 64 illus., 42 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Transactions on Large-Scale Data- and Knowledge-Centered Systems, $x 1869-1994 ; $v 12410
505 0 $a Extracting Insights: A Data Centre Architecture Approach in Million Genome Era -- Dynamic Estimation and Grid Partitioning Approach for Multi-objective Optimization Problems in Medical Cloud Federations -- Temporal Pattern Mining for E-Commerce Dataset -- Scalable Schema Discovery for RDF Data -- Load-Aware Shedding in Stream Processing Systems -- Selectivity Estimation with Attribute Value Dependencies Using Linked Bayesian Networks.
520 $a The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing (e.g., computing resources, services, metadata, data sources) across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability. This, the 46th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains six fully revised selected regular papers. Topics covered include an elastic framework for genomic data management, medical data cloud federations, temporal pattern mining, scalable schema discovery, load shedding, and selectivity estimation using linked Bayesian networks.
650 0 $a Database management. $3 557799
650 0 $a Artificial intelligence. $3 559380
650 0 $a Statistics . $3 1253516
650 1 4 $a Database Management. $3 669820
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Statistics, general. $3 671463
700 1 $a Hameurlain, Abdelkader. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 682029
700 1 $a Tjoa, A Min. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 675492
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783662623855
776 0 8 $i Printed edition: $z 9783662623879
830 0 $a Transactions on Large-Scale Data- and Knowledge-Centered Systems, $x 1869-1994 ; $v 9260 $3 1257034
856 4 0 $u https://doi.org/10.1007/978-3-662-62386-2
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
912 $a ZDB-2-LNC
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)