Algorithmic Aspects of Cloud Computing: Second International Workshop, ALGOCLOUD 2016, Aarhus, Denmark, August 22, 2016, Revised Selected Papers (Lecture Notes in Computer Science)

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.

這本書是第二屆國際雲計算演算法方面的研討會(ALGOCLOUD 2016)的會後完全審查過的論文集，該研討會於2016年8月在丹麥奧胡斯舉行。

這本書包含了11篇經過修訂的全文論文，以及一篇教學論文，這些論文是從30篇初步提交的論文中經過仔細審查和選擇而來。這些論文涉及以下主題：分佈式、大規模數據存儲的彈性和可擴展性的演算法方面（例如NoSQL和列式數據庫）；雲基礎設施的搜索和檢索演算法；虛擬化環境彈性的監控和分析；NoSQL、無模式數據建模、整合；緩存和負載平衡；雲數據庫的存儲結構和索引；雲應用的新的並行和分佈式計算的演算法方面；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演算法；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演算法。