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Algorithmic Aspects of Cloud Computing

Second International Workshop, ALGOCLOUD 2016, Aarhus, Denmark, August 22, 2016, Revised Selected Papers

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Timos Sellis

    1. Computer Science and Software Engineering, Swinburne University of Technology, Hawthorn, Australia

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  2. Konstantinos Oikonomou

    1. Informatics, Ionian University, Kerkyra, Greece

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10230)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: ALGOCLOUD 2016.

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About this book

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.

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Table of contents (11 papers)

  1. Front Matter

    Pages I-XII
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  2. Software Tools and Distributed Architectures for Cloud-Based Data Management

    1. Front Matter

      Pages 1-1
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    2. NSM-Tree: Efficient Indexing on Top of NoSQL Databases

      • Ioannis Kokotinis, Marios Kendea, Nikolaos Nodarakis, Angeliki Rapti, Spyros Sioutas, Athanasios K. Tsakalidis et al.
      Pages 3-14

    3. An Apache Spark Implementation for Sentiment Analysis on Twitter Data

      • Alexandros Baltas, Andreas Kanavos, Athanasios K. Tsakalidis
      Pages 15-25

    4. (A)kNN Query Processing on the Cloud: A Survey

      • Nikolaos Nodarakis, Angeliki Rapti, Spyros Sioutas, Athanasios K. Tsakalidis, Dimitrios Tsolis, Giannis Tzimas et al.
      Pages 26-40

    5. A Cloud-Based Time-Dependent Routing Service

      • Kalliopi Giannakopoulou, Spyros Kontogiannis, Georgia Papastavrou, Christos Zaroliagis
      Pages 41-64

    6. A Big Data Architecture for Traffic Forecasting Using Multi-Source Information

      • Yannis G. Petalas, Ahmad Ammari, Panos Georgakis, Chris Nwagboso
      Pages 65-83

  3. Algorithmic Aspects of Large-Scale Data Stores

    1. Front Matter

      Pages 85-85
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    2. Mining Uncertain Graphs: An Overview

      • Vasileios Kassiano, Anastasios Gounaris, Apostolos N. Papadopoulos, Kostas Tsichlas
      Pages 87-116

    3. Recovering from Cloud Application Deployment Failures Through Re-execution

      • Ioannis Giannakopoulos, Ioannis Konstantinou, Dimitrios Tsoumakos, Nectarios Koziris
      Pages 117-130

    4. Fair, Fast and Frugal Large-Scale Matchmaking for VM Placement

      • Nikolaos Korasidis, Ioannis Giannakopoulos, Katerina Doka, Dimitrios Tsoumakos, Nectarios Koziris
      Pages 131-145

    5. Survey of Machine Learning Algorithms on Spark Over DHT-based Structures

      • Spyros Sioutas, Phivos Mylonas, Alexandros Panaretos, Panagiotis Gerolymatos, Dimitrios Vogiatzis, Eleftherios Karavaras et al.
      Pages 146-156

    6. Scaling Out to Become Doctrinal

      • Yannis Panagis, Evangelos Sakkopoulos
      Pages 157-168

    7. A Survey on Big Data and Collective Intelligence

      • Ioannis Karydis, Spyros Sioutas, Markos Avlonitis, Phivos Mylonas, Andreas Kanavos
      Pages 169-181

  4. Back Matter

    Pages 183-183
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Other volumes

  1. Algorithmic Aspects of Cloud Computing

Editors and Affiliations

  • Computer Science and Software Engineering, Swinburne University of Technology, Hawthorn, Australia

    Timos Sellis

  • Informatics, Ionian University, Kerkyra, Greece

    Konstantinos Oikonomou

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