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    VALUETOOLS

    8th International Conference on Performance Evaluation Methodologies and Tools

    The theory or approachability, introduced by Blackwell in 1956, provides fundamental results on guaranteed performance regions in repeated games with vector-valued payoffs. These results, which have been applied in theoretical work on learning in games, have recently been the subject of renewed int…

    The theory or approachability, introduced by Blackwell in 1956, provides fundamental results on guaranteed performance regions in repeated games with vector-valued payoffs. These results, which have been applied in theoretical work on learning in games, have recently been the subject of renewed interest in the machine learning community due to their close connection with on-line learning algorithms. In this lecture, we will first review the basic approachability framework, outline its inter-connection with no-regret learning, and describe some applications to routing and scheduling. We will then describe some advances that include to new approachability algorithms, and their application to generalized no-regret problems.

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    Editor(s): Moshe Haviv (Hebrew University of Jerusalem, Israel), William Knottenbelt ( Imperial College London, United Kindom), Lorenzo Maggi (Create-Net Research Association, Italy) and Daniele Miorandi (Create-Net Research Association, U-Hopper s.r.l. Italy)
    Publisher
    ICST
    ISBN
    978-1-63190-057-0
    Conference dates
    9th–11th Dec 2014
    Location
    Bratislava, Slovakia
    Appeared in EUDL
    2015-02-19
    Appears in
    ACM Digital Library

    Copyright © 2015–2025 ICST

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    • Automatic Extraction of Probabilistic Workload Specifications for Load Testing Session-Based Application Systems

      Research Article in 8th International Conference on Performance Evaluation Methodologies and Tools

      Andre van Hoorn, Christian Vögele, Eike Schulz, Wilhelm Hasselbring, Helmut Krcmar
    • Clones: CLOsed queueing Networks Exact Sampling

      Research Article in 8th International Conference on Performance Evaluation Methodologies and Tools

      Anne Bouillard, Ana Busic, Christelle Rovetta
    • Detecting Performance Change in Enterprise Application Versions Using Resource Profiles

      Research Article in 8th International Conference on Performance Evaluation Methodologies and Tools

      Andreas Brunnert, Helmut Krcmar
    • End-to-End Delay Bounds for Variable Length Packet Transmissions under Flow Transformations

      Research Article in 8th International Conference on Performance Evaluation Methodologies and Tools

      Hao Wang, Jens Schmitt
    • Exploration vs Exploitation with Partially Observable Gaussian Autoregressive Arms

      Research Article in 8th International Conference on Performance Evaluation Methodologies and Tools

      Julia Kuhn, Michel Mandjes, Yoni Nazarathy
    • Flow coupling and stochastic ordering of throughputs in linear networks

      Research Article in 8th International Conference on Performance Evaluation Methodologies and Tools

      Lasse Leskelä
    • Going Multi-viral: Synthedemic Modelling of Internet-based Spreading Phenomena

      Research Article in 8th International Conference on Performance Evaluation Methodologies and Tools

      Marily Nika, Thomas Wilding, Dieter Fiems, Koen De Turck, William Knottenbelt
    • Hybrid Petri nets with multiple stochastic transition firings

      Research Article in 8th International Conference on Performance Evaluation Methodologies and Tools

      Hamed Ghasemieh, Anne Remke, Boudewijn Haverkort
    • Modeling user and topic interactions in social networks using Hawkes processes

      Research Article in 8th International Conference on Performance Evaluation Methodologies and Tools

      Julio Cesar Louzada Pinto, Tijani Chahed
    • Multi-Class Queuing Networks Models for Energy Optimization

      Research Article in 8th International Conference on Performance Evaluation Methodologies and Tools

      Davide Cerotti, Marco Gribaudo, Pietro Piazzolla, Riccardo Pinciroli, Giuseppe Serazzi
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