04687nam 22007695 450 99646572330331620230330044838.03-319-57045-510.1007/978-3-319-57045-7(CKB)3850000000027398(DE-He213)978-3-319-57045-7(MiAaPQ)EBC6300710(MiAaPQ)EBC5595489(Au-PeEL)EBL5595489(OCoLC)982891646(PPN)200512552(EXLCZ)99385000000002739820170410d2017 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierAlgorithmic Aspects of Cloud Computing[electronic resource] Second International Workshop, ALGOCLOUD 2016, Aarhus, Denmark, August 22, 2016, Revised Selected Papers /edited by Timos Sellis, Konstantinos Oikonomou1st ed. 2017.Cham :Springer International Publishing :Imprint: Springer,2017.1 online resource (XII, 183 p. 41 illus.) Theoretical Computer Science and General Issues,2512-2029 ;10230Includes index.3-319-57044-7 Algorithmic 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.This 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.Theoretical Computer Science and General Issues,2512-2029 ;10230AlgorithmsApplication softwareData miningDatabase managementComputer networksElectronic digital computers—EvaluationAlgorithmsComputer and Information Systems ApplicationsData Mining and Knowledge DiscoveryDatabase ManagementComputer Communication NetworksSystem Performance and EvaluationAlgorithms.Application software.Data mining.Database management.Computer networks.Electronic digital computers—Evaluation.Algorithms.Computer and Information Systems Applications.Data Mining and Knowledge Discovery.Database Management.Computer Communication Networks.System Performance and Evaluation.004.6782Sellis Timosedthttp://id.loc.gov/vocabulary/relators/edtOikonomou Konstantinosedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK996465723303316Algorithmic Aspects of Cloud Computing2554588UNISA