Performance Evaluation Methodologies and Tools -

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Résumé :
Game theory.- Strategic customer behaviors in observable multi-server batch service queueing systems with shared fee and server maintenance cost.- Learning a Correlated Equilibrium with Perturbed Regret Minimization.- Cooperative Game Theoretic Analysis of Shared Services.- Queueing Models.- System Content Analysis for a Two-Class Queue where Service Times in a Busy Period Depend on the Presence of Class-2.- Asymptotic analysis of modified Erlang-B system with sensing time and stochastic loss of secondary users.- A product-form solution for a two-class Geo /D/1 queue with random routing and randomly alternating service.- Applications.- Short term wind turbine power output prediction.- A Domain Specific Language for the design of Artificial Intelligence applications for process engineering.- Regret-Optimal Online Caching for Adversarial and Stochastic Arrivals.- Retrial Queues.- Cyclic Retrial Queue for Building Data Transmission Networks.- The asymmetricjoin the shortest orbit queue: Analysis via a dimensionality reduction.- Performance Analysis.- Understanding Slowdown in Large-Scale Heterogeneous Systems.- Multi-Model Federated Learning with Provable Guarantees.- A Large Deviations Model for Latency Outage for URLLC.- Networking and Distributed Computing.- Some Basic Properties of Length Rate Quotient.- Robustness of the Tangle 2.0 Consensus.- Renting Edge Computing Resources for Service Hosting.- TAWNS - A Terrestrial Acoustic and Wireless Network Simulation Framework....

Sommaire:

Game theory.- Strategic customer behaviors in observable multi-server batch service queueing systems with shared fee and server maintenance cost.- Learning a Correlated Equilibrium with Perturbed Regret Minimization.- Cooperative Game Theoretic Analysis of Shared Services.- Queueing Models.- System Content Analysis for a Two-Class Queue where Service Times in a Busy Period Depend on the Presence of Class-2.- Asymptotic analysis of modified Erlang-B system with sensing time and stochastic loss of secondary users.- A product-form solution for a two-class Geo /D/1 queue with random routing and randomly alternating service.- Applications.- Short term wind turbine power output prediction.- A Domain Specific Language for the design of Artificial Intelligence applications for process engineering.- Regret-Optimal Online Caching for Adversarial and Stochastic Arrivals.- Retrial Queues.- Cyclic Retrial Queue for Building Data Transmission Networks.- The asymmetricjoin the shortest orbit queue: Analysis via a dimensionality reduction.- Performance Analysis.- Understanding Slowdown in Large-Scale Heterogeneous Systems.- Multi-Model Federated Learning with Provable Guarantees.- A Large Deviations Model for Latency Outage for URLLC.- Networking and Distributed Computing.- Some Basic Properties of Length Rate Quotient.- Robustness of the Tangle 2.0 Consensus.- Renting Edge Computing Resources for Service Hosting.- TAWNS - A Terrestrial Acoustic and Wireless Network Simulation Framework.