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020 _a9783319570457
_9978-3-319-57045-7
024 7 _a10.1007/978-3-319-57045-7
_2doi
050 4 _aQA76.9.A43
072 7 _aUMB
_2bicssc
072 7 _aCOM051300
_2bisacsh
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082 0 4 _a518.1
_223
245 1 0 _aAlgorithmic Aspects of Cloud Computing
_h[electronic resource] :
_bSecond International Workshop, ALGOCLOUD 2016, Aarhus, Denmark, August 22, 2016, Revised Selected Papers /
_cedited by Timos Sellis, Konstantinos Oikonomou.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aXII, 183 p. 41 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v10230
505 0 _aAlgorithmic aspects of elasticity and scalability for distributed, large-scale data stores (e.g. NoSQL and columnar databases) -- Sand retrieval algorithms for cloud infrastructures -- Monitoring and analysis of elasticity for virtualized environments -- NoSQL, schemaless data modeling, integration -- Caching and load-balancing; storage structures and indexing for cloud databases -- New algorithmic aspects of parallel and distributed computing for cloud applications -- Scalable machine learning, analytics and data science -- High availability, reliability, failover; transactional models and algorithms for cloud databases -- Query languages and processing programming models -- Consistency, replication and partitioning CAP, data structures and algorithms for eventually consistent stores.
520 _aThis book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on Algorithmic Aspects of Cloud Computing, ALGOCLOUD 2016, held in Aarhus, Denmark, in August 2016. The 11 revised full papers presented together with one tutorial paper were carefully reviewed and selected from 30 initial submissions. They deal with the following topics: algorithmic aspects of elasticity and scalability for distributed, large-scale data stores (e.g. NoSQL and columnar databases); search and retrieval algorithms for cloud infrastructures; monitoring and analysis of elasticity for virtualized environments; NoSQL, schemaless data modeling, integration; caching and load-balancing; storage structures and indexing for cloud databases; new algorithmic aspects of parallel and distributed computing for cloud applications; scalable machine learning, analytics and data science; high availability, reliability, failover; transactional models and algorithms for cloud databases; query languages and processing programming models; consistency, replication and partitioning CAP, data structures and algorithms for eventually consistent stores.
650 0 _aAlgorithms.
_93390
650 0 _aApplication software.
_991750
650 0 _aData mining.
_93907
650 0 _aDatabase management.
_93157
650 0 _aComputer networks .
_931572
650 0 _aElectronic digital computers
_xEvaluation.
_921495
650 1 4 _aAlgorithms.
_93390
650 2 4 _aComputer and Information Systems Applications.
_991751
650 2 4 _aData Mining and Knowledge Discovery.
_991752
650 2 4 _aDatabase Management.
_93157
650 2 4 _aComputer Communication Networks.
_991753
650 2 4 _aSystem Performance and Evaluation.
_932047
700 1 _aSellis, Timos.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_991754
700 1 _aOikonomou, Konstantinos.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_991755
710 2 _aSpringerLink (Online service)
_991756
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319570440
776 0 8 _iPrinted edition:
_z9783319570464
830 0 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v10230
_991757
856 4 0 _uhttps://doi.org/10.1007/978-3-319-57045-7
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
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