Algorithmic Aspects of Cloud Computing -

Algorithmic Aspects of Cloud Computing

Second International Workshop, ALGOCLOUD 2016, Aarhus, Denmark, August 22, 2016, Revised Selected Papers
Buch | Softcover
XII, 183 Seiten
2017 | 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-57044-0 (ISBN)
53,49 inkl. MwSt
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.

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.

Erscheinungsdatum
Reihe/Serie Lecture Notes in Computer Science
Theoretical Computer Science and General Issues
Zusatzinfo XII, 183 p. 41 illus.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 308 g
Themenwelt Informatik Theorie / Studium Algorithmen
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Schlagworte Algorithm analysis and problem complexity • algorithms and data structures • Applications • Big Data • classificatiion • Cloud Computing • collective intelligence • Computer Communication Networks • Computer Science • conference proceedings • Crowdsourcing • data analytics • Database Management • Database Programming • Databases • Data Mining • data mining and knowledge discovery • distributed index • Distributed Systems • Expert systems / knowledge-based systems • forecasting models • graph mining • Informatics • Information Retrieval • information systems applications (incl. internet) • Internet Searching • machine learning • MapReduce • Natural Language Processing • network analysis • network hardware • programming models • query languages and processing • Research • sentiment analysis • Social Media • system performance and evaluation • systems analysis and design • transactional models and algorithms for cloud data • transactional models and algorithms for cloud databases • virtualized environments
ISBN-10 3-319-57044-7 / 3319570447
ISBN-13 978-3-319-57044-0 / 9783319570440
Zustand Neuware
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