Performance Evaluation Methodologies and Tools

1. Front Matter

   Pages i-xi

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2. Game Theory

   1. Front Matter

      Pages 1-1

      PDF

   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

3. Queueing Models

   1. Front Matter

      Pages 49-49

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   2. System Content Analysis for a Two-Class Queue Where Service Times in a Busy Period Depend on the Presence of Class-2

      • Sara Sasaninejad, Joris Walraevens, Hossein Moradi, Sabine Wittevrongel

      Pages 51-66

   3. Asymptotic Analysis of Modified Erlang-B System with Sensing Time and Stochastic Loss of Secondary Users

      • Kazuma Abe, Tuan Phung-Duc

      Pages 67-80

   4. A Product-Form Solution for a Two-Class \(Geo^{Geo}/D/1\) Queue with Random Routing and Randomly Alternating Service

      • Arnaud Devos, Michiel De Muynck, Herwig Bruneel, Joris Walraevens

      Pages 81-95

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

      PDF

   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

This book constitutes the refereed conference proceedings of the 15^th 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.

• Computer Science
• Informatics
• Conference Proceedings
• Research
• Applications

• University of Iceland, Reykjavik, Iceland

  Esa Hyytiä

• Indian Institute of Technology Bombay, Mumbai, India

  Veeraruna Kavitha

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