Algorithmic Aspects of Cloud Computing Second International Workshop, ALGOCLOUD 2016, Aarhus, Denmark, August 22, 2016, Revised Selected Papers
tarafından
Sellis, Timos. editor. (orcid)0000-0002-9067-5639
Başlık
:
Algorithmic Aspects of Cloud Computing Second International Workshop, ALGOCLOUD 2016, Aarhus, Denmark, August 22, 2016, Revised Selected Papers
Yazar
:
Sellis, Timos. editor. (orcid)0000-0002-9067-5639
ISBN
:
9783319570457
Edisyon
:
1st ed. 2017.
Fiziksel Niteleme
:
XII, 183 p. 41 illus. online resource.
Seri
:
Theoretical Computer Science and General Issues ; 10230
İçindekiler
:
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.
Özet
:
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.
Konu Başlığı
:
Computer software.
Data mining.
Database management.
Computer Communication Networks.
Computer system performance.
Algorithm Analysis and Problem Complexity. http://scigraph.springernature.com/things/product-market-codes/I16021
Information Systems Applications (incl. Internet). http://scigraph.springernature.com/things/product-market-codes/I18040
Data Mining and Knowledge Discovery. http://scigraph.springernature.com/things/product-market-codes/I18030
Database Management. http://scigraph.springernature.com/things/product-market-codes/I18024
Computer Communication Networks. http://scigraph.springernature.com/things/product-market-codes/I13022
System Performance and Evaluation. http://scigraph.springernature.com/things/product-market-codes/I13049
Yazar Ek Girişi
:
Sellis, Timos.
Oikonomou, Konstantinos.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
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Electronic Book | 221723-1001 | QA76.9 .A43 | Springer E-Book Collection |