Algorithmic Aspects of Cloud Computing, 1st ed. 2017 Second International Workshop, ALGOCLOUD 2016, Aarhus, Denmark, August 22, 2016, Revised Selected Papers Theoretical Computer Science and General Issues Series
Coordonnateurs : Sellis Timos, Oikonomou Konstantinos
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.
Includes supplementary material: sn.pub/extras
Includes supplementary material: sn.pub/extras
Date de parution : 04-2017
Ouvrage de 183 p.
15.5x23.5 cm
Thème d’Algorithmic Aspects of Cloud Computing :
Mots-clés :
big data; cloud computing; distributed systems; machine learning; natural language processing; classificatiion; collective intelligence; crowdsourcing; data analytics; distributed index; forecasting models; graph mining; mapreduce; network analysis; programming models; query languages and processing; sentiment analysis; social media; transactional models and algorithms for cloud databases; virtualized environments
