LEADER 04687nam 22007695 450 001 996465723303316 005 20230330044838.0 010 $a3-319-57045-5 024 7 $a10.1007/978-3-319-57045-7 035 $a(CKB)3850000000027398 035 $a(DE-He213)978-3-319-57045-7 035 $a(MiAaPQ)EBC6300710 035 $a(MiAaPQ)EBC5595489 035 $a(Au-PeEL)EBL5595489 035 $a(OCoLC)982891646 035 $a(PPN)200512552 035 $a(EXLCZ)993850000000027398 100 $a20170410d2017 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAlgorithmic Aspects of Cloud Computing$b[electronic resource] $eSecond International Workshop, ALGOCLOUD 2016, Aarhus, Denmark, August 22, 2016, Revised Selected Papers /$fedited by Timos Sellis, Konstantinos Oikonomou 205 $a1st ed. 2017. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2017. 215 $a1 online resource (XII, 183 p. 41 illus.) 225 1 $aTheoretical Computer Science and General Issues,$x2512-2029 ;$v10230 300 $aIncludes index. 311 $a3-319-57044-7 327 $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. 330 $aThis book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on Algorithmic Aspects of Cloud Computing, ALGOCLOUD 2016, held in Aarhus, Denmark, in August 2016. The 11 revised full papers presented together with one tutorial paper were carefully reviewed and selected from 30 initial submissions. They deal with the following topics: algorithmic aspects of elasticity and scalability for distributed, large-scale data stores (e.g. NoSQL and columnar databases); search and retrieval algorithms for cloud infrastructures; monitoring and analysis of elasticity for virtualized environments; NoSQL, schemaless data modeling, integration; caching and load-balancing; storage structures and indexing for cloud databases; new algorithmic aspects of parallel and distributed computing for cloud applications; scalable machine learning, analytics and data science; high availability, reliability, failover; transactional models and algorithms for cloud databases; query languages and processing programming models; consistency, replication and partitioning CAP, data structures and algorithms for eventually consistent stores. 410 0$aTheoretical Computer Science and General Issues,$x2512-2029 ;$v10230 606 $aAlgorithms 606 $aApplication software 606 $aData mining 606 $aDatabase management 606 $aComputer networks 606 $aElectronic digital computers?Evaluation 606 $aAlgorithms 606 $aComputer and Information Systems Applications 606 $aData Mining and Knowledge Discovery 606 $aDatabase Management 606 $aComputer Communication Networks 606 $aSystem Performance and Evaluation 615 0$aAlgorithms. 615 0$aApplication software. 615 0$aData mining. 615 0$aDatabase management. 615 0$aComputer networks. 615 0$aElectronic digital computers?Evaluation. 615 14$aAlgorithms. 615 24$aComputer and Information Systems Applications. 615 24$aData Mining and Knowledge Discovery. 615 24$aDatabase Management. 615 24$aComputer Communication Networks. 615 24$aSystem Performance and Evaluation. 676 $a004.6782 702 $aSellis$b Timos$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aOikonomou$b Konstantinos$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465723303316 996 $aAlgorithmic Aspects of Cloud Computing$92554588 997 $aUNISA