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Algorithmic Aspects of Cloud Computing

Second International Workshop, ALGOCLOUD 2016, Aarhus, Denmark, August 22, 2016, Revised Selected Papers

Specificaties
Paperback, blz. | Engels
Springer International Publishing | e druk, 2017
ISBN13: 9783319570440
Rubricering
Springer International Publishing e druk, 2017 9783319570440
Onderdeel van serie Lecture Notes in Computer Science
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9783319570440
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing

Inhoudsopgave

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.

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        Algorithmic Aspects of Cloud Computing