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Author ALGOCLOUD (Workshop) (2nd : 2016 : Århus, Denmark)

Title Algorithmic aspects of cloud computing : second International Workshop, ALGOCLOUD 2016, Aarhus, Denmark, August 22, 2016, Revised selected papers / Timos Sellis, Konstantinos Oikonomou (eds.)
Published Cham, Switzerland : Springer, 2017

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Description 1 online resource (xii, 183 pages) : illustrations
Series Lecture notes in computer science, 0302-9743 ; 10230
LNCS sublibrary. SL 1, Theoretical computer science and general issues
Lecture notes in computer science ; 10230. 0302-9743
LNCS sublibrary. SL 1, Theoretical computer science and general issues.
Contents 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
Summary 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
Notes Includes author index
Online resource; title from PDF title page (SpringerLink, viewed April 19, 2017)
Subject Cloud computing -- Mathematics -- Congresses
Information retrieval.
Data mining.
Databases.
Network hardware.
Systems analysis & design.
Algorithms & data structures.
Computers -- Information Technology.
Computers -- Database Management -- Data Mining.
Computers -- Database Management -- General.
Computers -- Hardware -- Network Hardware.
Computers -- Hardware -- Handheld Devices.
Computers -- Programming -- Algorithms.
Algorithms
Computer networks
Computer science
Computer system failures
Data mining
Database management
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Sellis, Timos, editor.
Oikonomou, Konstantinos Nikolaou, editor.
ISBN 9783319570457
3319570455
Other Titles ALGOCLOUD 2016