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Algorithmic Aspects of Cloud Computing

8th International Symposium, ALGOCLOUD 2023, Amsterdam, The Netherlands, September 5, 2023, Revised Selected Papers

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Ioannis Chatzigiannakis

    1. Sapienza University of Rome, Rome, Italy

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    You can also search for this editor in PubMed   Google Scholar

  2. Ioannis Karydis

    1. Ionian University, Corfu, 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 14053)

Included in the following conference series:

Conference proceedings info: ALGOCLOUD 2023.

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Table of contents (13 papers)

  1. Front Matter

    Pages i-x
    Download chapter PDF

  2. Fitting Data on a Grain of Rice

    • Chris Schwiegelshohn
    Pages 1-8

  3. Planning Workflow Executions over the Edge-to-Cloud Continuum

    • Marianna Tzortzi, Charalampos Kleitsikas, Agis Politis, Sotirios Niarchos, Katerina Doka, Nectarios Koziris
    Pages 9-24

  4. Olive Leaf Infection Detection Using the Cloud-Edge Continuum

    • Themistoklis Sarantakos, Daniel Mauricio Jimenez Gutierrez, Dimitrios Amaxilatis
    Pages 25-37

  5. Application of Federated Learning Techniques for Arrhythmia Classification Using 12-Lead ECG Signals

    • Daniel Mauricio Jimenez Gutierrez, Hafiz Muuhammad Hassan, Lorella Landi, Andrea Vitaletti, Ioannis Chatzigiannakis
    Pages 38-65

  6. An Adaptive, Energy-Efficient DRL-Based and MCMC-Based Caching Strategy for IoT Systems

    • Aristeidis Karras, Christos Karras, Ioannis Karydis, Markos Avlonitis, Spyros Sioutas
    Pages 66-85

  7. Real-Time Leakage Zone Detection in Water Distribution Networks: A Machine Learning-Based Stream Processing Algorithm

    • Domenico Garlisi, Gabriele Restuccia, Ilenia Tinnirello, Francesca Cuomo, Ioannis Chatzigiannakis
    Pages 86-99

  8. Multi-agent Reinforcement Learning-Based Energy Orchestrator for Cyber-Physical Systems

    • Alberto Robles-Enciso, Ricardo Robles-Enciso, Antonio F. Skarmeta
    Pages 100-114

  9. Clustering-Based Numerosity Reduction for Cloud Workload Forecasting

    • Andrea Rossi, Andrea Visentin, Steven Prestwich, Kenneth N. Brown
    Pages 115-132

  10. Algorithmic Aspects of Distributed Hash Tables on Cloud, Fog, and Edge Computing Applications: A Survey

    • Aristeidis Karras, Christos Karras, Nikolaos Schizas, Spyros Sioutas, Christos Zaroliagis
    Pages 133-171

  11. i-Deliver P&D Engine: A Decentralized Middleware for a Delivery-as-a-Service System

    • Spyros Kontogiannis, Andreas Paraskevopoulos, Meletis Pogkas, Christos Zaroliagis
    Pages 172-183

  12. Intent-Based Allocation of Cloud Computing Resources Using Q-Learning

    • Panagiotis Kokkinos, Andreas Varvarigos, Dimitrios Konidaris, Konstantinos Tserpes
    Pages 184-196

  13. A Double-Decision Reinforcement Learning Based Algorithm for Online Scheduling in Edge and Fog Computing

    • Ahmed Fayez Moustafa Tayel, Gabriele Proietti Mattia, Roberto Beraldi
    Pages 197-210

  14. Decentralized Algorithms for Efficient Energy Management over Cloud-Edge Infrastructures

    • Aristeidis Karras, Christos Karras, Ioanna Giannoukou, Konstantinos C. Giotopoulos, Dimitrios Tsolis, Ioannis Karydis et al.
    Pages 211-230

  15. Back Matter

    Pages 231-231
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  1. Algorithmic Aspects of Cloud Computing

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About this book

This book constitutes revised selected papers from the 8th International Symposium on Algorithmic Aspects of Cloud Computing, ALGOCLOUD 2023, held in Amsterdam, The Netherlands, on September 5, 2023. 

The 13 full papers included in this book were carefully reviewed and selected from 24 submissions. They focus on algorithmic aspects of computing and data management in modern cloud-based systems interpreted broadly so as to include edge- and fog-based systems, cloudlets, cloud micro-services, virtualization environments, decentralized systems, as well as dynamic networks.


Editors and Affiliations

  • Sapienza University of Rome, Rome, Italy

    Ioannis Chatzigiannakis

  • Ionian University, Corfu, Greece

    Ioannis Karydis

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