Algorithmic Aspects of Cloud Computing: Second International Workshop, ALGOCLOUD 2016, Aarhus, Denmark, August 22, 2016, Revised Selected Papers (Lecture Notes in Computer Science)
暫譯: 雲端運算的演算法面向:第二屆國際研討會 ALGOCLOUD 2016,丹麥奧胡斯,2016年8月22日,修訂選擇論文(計算機科學講義)

Timos Sellis (Editor), Konstantinos Oikonomou (Editor)

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商品描述

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.

商品描述(中文翻譯)

這本書是第二屆國際雲計算算法方面研討會(ALGOCLOUD 2016)會後經過徹底審稿的論文集,該研討會於2016年8月在丹麥的奧胡斯舉行。

這11篇經過修訂的完整論文以及一篇教學論文是從30篇初始提交的論文中仔細審核和選出的。它們涉及以下主題:分散式、大規模數據存儲(例如 NoSQL 和列式數據庫)的彈性和可擴展性的算法方面;雲基礎設施的搜索和檢索算法;虛擬化環境的彈性監控和分析;NoSQL、無模式數據建模、整合;快取和負載平衡;雲數據庫的存儲結構和索引;雲應用的並行和分散計算的新算法方面;可擴展的機器學習、分析和數據科學;高可用性、可靠性、故障轉移;雲數據庫的事務模型和算法;查詢語言和處理編程模型;一致性、複製和分區 CAP,最終一致性存儲的數據結構和算法。