Cover image for Performance Evaluation Methodologies and Tools 15th EAI International Conference, VALUETOOLS 2022, Virtual Event, November 2022, Proceedings
Title:
Performance Evaluation Methodologies and Tools 15th EAI International Conference, VALUETOOLS 2022, Virtual Event, November 2022, Proceedings
Author:
Hyytiä, Esa. editor.
ISBN:
9783031312342
Edition:
1st ed. 2023.
Physical Description:
XI, 308 p. 95 illus., 86 illus. in color. online resource.
Series:
Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 482
Contents:
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.
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