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Performance Evaluation Methodologies and Tools

15th EAI International Conference, VALUETOOLS 2022, Virtual Event, November 2022, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Esa Hyytiä

    1. University of Iceland, Reykjavik, Iceland

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    You can also search for this editor in PubMed   Google Scholar

  2. Veeraruna Kavitha

    1. Indian Institute of Technology Bombay, Mumbai, India

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Included in the following conference series:

Conference proceedings info: VALUETOOLS 2022.

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Table of contents (18 papers)

  1. Front Matter

    Pages i-xi
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  2. Game Theory

    1. Front Matter

      Pages 1-1
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    2. Strategic Customer Behaviors in Observable Multi-server Batch Service Queueing Systems with Shared Fee and Server Maintenance Cost

      • Ayane Nakamura, Tuan Phung-Duc
      Pages 3-13

    3. Learning a Correlated Equilibrium with Perturbed Regret Minimization

      • Omar Boufous, Rachid El-Azouzi, Mikaël Touati, Eitan Altman, Mustapha Bouhtou
      Pages 14-32

    4. Cooperative Game Theoretic Analysis of Shared Services

      • Anirban Mitra, Manu K. Gupta, N. Hemachandra
      Pages 33-47

  4. Applications

    1. Front Matter

      Pages 97-97
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    2. Short Term Wind Turbine Power Output Prediction

      • Sándor Kolumbán, Stella Kapodistria, Nazanin Nooraee
      Pages 99-132

    3. A Domain Specific Language for the Design of Artificial Intelligence Applications for Process Engineering

      • Lelio Campanile, Luigi Piero Di Bonito, Marco Gribaudo, Mauro Iacono
      Pages 133-146

    4. Regret-Optimal Online Caching for Adversarial and Stochastic Arrivals

      • Fathima Zarin Faizal, Priya Singh, Nikhil Karamchandani, Sharayu Moharir
      Pages 147-163

  5. Retrial Queues

    1. Front Matter

      Pages 165-165
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    2. Cyclic Retrial Queue for Building Data Transmission Networks

      • Anatoly Nazarov, Tuan Phung-Duc, Ksenia Shulgina, Olga Lizyura, Svetlana Paul, Dmitriy Shashev
      Pages 167-179

    3. The Asymmetric Join the Shortest Orbit Queue: Analysis via a Dimensionality Reduction

      • Ioannis Dimitriou
      Pages 180-194

  6. Performance Analysis

    1. Front Matter

      Pages 195-195
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    2. Understanding Slowdown in Large-Scale Heterogeneous Systems

      • William Turchetta, Kristen Gardner
      Pages 197-206

    3. Multi-Model Federated Learning with Provable Guarantees

      • Neelkamal Bhuyan, Sharayu Moharir, Gauri Joshi
      Pages 207-222

    4. A Large Deviations Model for Latency Outage for URLLC

      • Salah Eddine Elayoubi, Nathalie Naddeh, Tijani Chahed, Sana Ben Jemaa
      Pages 223-239
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  1. Performance Evaluation Methodologies and Tools

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About this book

This book constitutes the refereed conference proceedings of the 15th International Conference on Performance Evaluation Methodologies and Tools, VALUETOOLS 2022, held in November 2022. Due to the safety concerns and travel restrictions caused by COVID-19, VALUETOOLS 2022 took place online in a live stream.

The conference provides a world-leading and multidisciplinary venue for researchers and practitioners in diverse disciplines such as computer science, networks and telecommunications, operations research, optimization, control theory and manufacturing.
The 18 full papers were carefully reviewed and selected from 47 submissions and are grouped in thematically as following: game theory; queueing models; applications; retrial queues; performance analysis and networking; distributed computing.

Editors and Affiliations

  • University of Iceland, Reykjavik, Iceland

    Esa Hyytiä

  • Indian Institute of Technology Bombay, Mumbai, India

    Veeraruna Kavitha

Bibliographic Information

  • Book Title: Performance Evaluation Methodologies and Tools

  • Book Subtitle: 15th EAI International Conference, VALUETOOLS 2022, Virtual Event, November 2022, Proceedings

  • Editors: Esa Hyytiä, Veeraruna Kavitha

  • Series Title: Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

  • DOI: https://doi.org/10.1007/978-3-031-31234-2

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2023

  • Softcover ISBN: 978-3-031-31233-5Published: 03 May 2023

  • eBook ISBN: 978-3-031-31234-2Published: 02 May 2023

  • Series ISSN: 1867-8211

  • Series E-ISSN: 1867-822X

  • Edition Number: 1

  • Number of Pages: XI, 308

  • Number of Illustrations: 9 b/w illustrations, 86 illustrations in colour

  • Topics: Computer Communication Networks

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