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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.

Computer science. --- Computer communication systems. --- Computer system failures. --- Algorithms. --- Database management. --- Data mining. --- Computer Science. --- Algorithm Analysis and Problem Complexity. --- Information Systems Applications (incl. Internet). --- Data Mining and Knowledge Discovery. --- Database Management. --- Computer Communication Networks. --- System Performance and Evaluation. --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Data base management --- Data services (Database management) --- Database management services --- DBMS (Computer science) --- Generalized data management systems --- Services, Database management --- Systems, Database management --- Systems, Generalized database management --- Algorism --- Computer failures --- Computer malfunctions --- Computer systems --- Failure of computer systems --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Informatics --- Failures --- Database searching --- Electronic data processing --- Algebra --- Arithmetic --- System failures (Engineering) --- Fault-tolerant computing --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Network computers --- Science --- Foundations --- Distributed processing --- Computer software. --- Computer system performance. --- Software, Computer --- Cloud computing --- Medical applications. --- Web services --- Application software. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Computer networks. --- Electronic digital computers—Evaluation. --- Computer and Information Systems Applications.