Algorithmic Aspects of Cloud Computing
Springer International Publishing (Verlag)
978-3-319-57044-0 (ISBN)
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 | 10.05.2017 |
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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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