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Performance Engineering and Stochastic Modeling

17th European Workshop, EPEW 2021, and 26th International Conference, ASMTA 2021, Virtual Event, December 9–10 and December 13–14, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Paolo Ballarini

    1. University Paris-Saclay, Gif-sur-Yvette, France

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  2. Hind Castel

    1. Telecom Sub Paris, Evry, France

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  3. Ioannis Dimitriou

    1. University of Patras, Patras, Greece

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  4. Mauro Iacono

    1. Università degli studi della Campania Luigi Vanvitelli, Caserta, Italy

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  5. Tuan Phung-Duc

    1. Faculty of Engineering, Information and Systems, Division of Policy and Planning Sciences, University of Tsukuba, Tsukuba, Japan

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  6. Joris Walraevens

    1. Ghent University, Gent, Belgium

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13104)

Part of the book sub series: Programming and Software Engineering (LNPSE)

Included in the following conference series:

Conference proceedings info: ASMTA 2021, EPEW 2021.

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Table of contents (29 papers)

  1. Front Matter

    Pages i-xiii
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  2. EPEW 2021

    1. Front Matter

      Pages 1-1
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    2. Workload Prediction in BTC Blockchain and Application to the Confirmation Time Estimation

      • Ivan Malakhov, Carlo Gaetan, Andrea Marin, Sabina Rossi
      Pages 3-21

    3. A Petri Net Formalism to Study Systems at Different Scales Exploiting Agent-Based and Stochastic Simulations

      • M. Beccuti, P. Castagno, G. Franceschinis, M. Pennisi, S. Pernice
      Pages 22-43

    4. State Space Minimization Preserving Embeddings for Continuous-Time Markov Chains

      • Susmoy Das, Arpit Sharma
      Pages 44-61

    5. Multi-timescale Fairness for Heterogeneous Broadband Traffic in Access-Aggregation Networks

      • Szilveszter Nádas, Balázs Varga, Illés Horváth, András Mészáros, Miklós Telek
      Pages 62-78

    6. DiPS: A Tool for Data-Informed Parameter Synthesis for Markov Chains from Multiple-Property Specifications

      • Matej Hajnal, David Šafránek, Tatjana Petrov
      Pages 79-95

    7. Modelling a Fair-Exchange Protocol in the Presence of Misbehaviour Using PEPA

      • Ohud Almutairi, Nigel Thomas
      Pages 96-114

    8. Performance Evaluation of a Data Lake Architecture via Modeling Techniques

      • Enrico Barbierato, Marco Gribaudo, Giuseppe Serazzi, Letizia Tanca
      Pages 115-130

    9. Computing Bounds for Delay in a Stochastic Network

      • Jean-Michel Fourneau, Edouard Longueville, Yann Ben Maissa, Loubna Echabbi, Houda Lotfi
      Pages 131-147

    10. Mixture Density Networks as a General Framework for Estimation and Prediction of Waiting Time Distributions in Queueing Systems

      • Hung Quoc Nguyen, Tuan Phung-Duc
      Pages 148-161

  3. ASMTA 2021

    1. Front Matter

      Pages 163-163
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    2. Performance Evaluation and Energy Consumption for DVFS Processor

      • Youssef Ait El Mahjoub, Jean-Michel Fourneau, Hind Castel-Taleb
      Pages 165-180

    3. Performance Models of NFV-Based Hybrid Systems for Delay-Sensitive Services

      • Mitsuki Sato, Kohei Kawamura, Ken’ichi Kawanishi, Tuan Phung-Duc
      Pages 181-196

    4. A Stochastic SVIR Model with Imperfect Vaccine and External Source of Infection

      • Maria Gamboa, Martín López-García, Maria Jesus Lopez-Herrero
      Pages 197-209

    5. Analysis of Single Bacterium Dynamics in a Stochastic Model of Toxin-Producing Bacteria

      • Jamie Paterson, Martín López-García, Joseph Gillard, Thomas R. Laws, Grant Lythe, Carmen Molina-París
      Pages 210-225Open Access

    6. EM Based Parameter Estimation for Markov Modulated Fluid Arrival Processes

      • Salah Al-Deen Almousa, Gábor Horváth, Miklós Telek
      Pages 226-242

    7. Reinforcement Learning with Model-Based Approaches for Dynamic Resource Allocation in a Tandem Queue

      • Thomas Tournaire, Jeanne Barthelemy, Hind Castel-Taleb, Emmanuel Hyon
      Pages 243-263

    8. Performance Analysis of Production Lines Through Statistical Model Checking

      • Paolo Ballarini, András Horváth
      Pages 264-281

    9. Reliability Reference Model for Topology Configuration

      • Paul Kevin Reeser
      Pages 282-297
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Other volumes

  1. Performance Engineering and Stochastic Modeling

Keywords

About this book

This book constitutes the refereed proceedings of the 17th European Workshop on Computer Performance Engineering, EPEW 2021, and the 26th International Conference, on Analytical and Stochastic Modelling Techniques and Applications, ASMTA 2021, held in December 2021. The conference was held virtually due to COVID 19 pandemic.

The 29 papers presented in this volume were carefully reviewed and selected from 39 submissions. The papers presented at the workshop reflect the diversity of modern performance evaluation, with topics ranging from modeling and analysis of network/control protocols and high performance/big data information systems, analysis of scheduling, blockchain technology, analytical modeling and simulation of computer and network systems.

Editors and Affiliations

  • University Paris-Saclay, Gif-sur-Yvette, France

    Paolo Ballarini

  • Telecom Sub Paris, Evry, France

    Hind Castel

  • University of Patras, Patras, Greece

    Ioannis Dimitriou

  • Università degli studi della Campania Luigi Vanvitelli, Caserta, Italy

    Mauro Iacono

  • Faculty of Engineering, Information and Systems, Division of Policy and Planning Sciences, University of Tsukuba, Tsukuba, Japan

    Tuan Phung-Duc

  • Ghent University, Gent, Belgium

    Joris Walraevens

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