Algorithmic Aspects of Cloud Computing

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

  • Timos Sellis
  • Konstantinos Oikonomou
Conference proceedings ALGOCLOUD 2016

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

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 10230)

Table of contents

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

    1. Front Matter
      Pages 1-1
    2. Ioannis Kokotinis, Marios Kendea, Nikolaos Nodarakis, Angeliki Rapti, Spyros Sioutas, Athanasios K. Tsakalidis et al.
      Pages 3-14
    3. Alexandros Baltas, Andreas Kanavos, Athanasios K. Tsakalidis
      Pages 15-25
    4. Nikolaos Nodarakis, Angeliki Rapti, Spyros Sioutas, Athanasios K. Tsakalidis, Dimitrios Tsolis, Giannis Tzimas et al.
      Pages 26-40
    5. Kalliopi Giannakopoulou, Spyros Kontogiannis, Georgia Papastavrou, Christos Zaroliagis
      Pages 41-64
    6. 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
    2. Vasileios Kassiano, Anastasios Gounaris, Apostolos N. Papadopoulos, Kostas Tsichlas
      Pages 87-116
    3. Ioannis Giannakopoulos, Ioannis Konstantinou, Dimitrios Tsoumakos, Nectarios Koziris
      Pages 117-130
    4. Nikolaos Korasidis, Ioannis Giannakopoulos, Katerina Doka, Dimitrios Tsoumakos, Nectarios Koziris
      Pages 131-145
    5. Spyros Sioutas, Phivos Mylonas, Alexandros Panaretos, Panagiotis Gerolymatos, Dimitrios Vogiatzis, Eleftherios Karavaras et al.
      Pages 146-156
    6. Yannis Panagis, Evangelos Sakkopoulos
      Pages 157-168
    7. Ioannis Karydis, Spyros Sioutas, Markos Avlonitis, Phivos Mylonas, Andreas Kanavos
      Pages 169-181
  4. Back Matter
    Pages 183-183

About these proceedings

Introduction

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.

Keywords

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

Editors and affiliations

  1. 1.Computer Science and Software EngineeringSwinburne University of TechnologyHawthornAustralia
  2. 2.InformaticsIonian UniversityKerkyraGreece

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-57045-7
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-57044-0
  • Online ISBN 978-3-319-57045-7
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book