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020 _a9783031312342
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024 7 _a10.1007/978-3-031-31234-2
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245 1 0 _aPerformance Evaluation Methodologies and Tools
_h[electronic resource] :
_b15th EAI International Conference, VALUETOOLS 2022, Virtual Event, November 2022, Proceedings /
_cedited by Esa Hyytiä, Veeraruna Kavitha.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2023.
300 _aXI, 308 p. 95 illus., 86 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
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347 _atext file
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490 1 _aLecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering,
_x1867-822X ;
_v482
505 0 _aGame 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.
520 _aThis book constitutes the refereed conference proceedings of the 15th 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.
650 0 _aComputer networks .
650 1 4 _aComputer Communication Networks.
700 1 _aHyytiä, Esa.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aKavitha, Veeraruna.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031312335
776 0 8 _iPrinted edition:
_z9783031312359
830 0 _aLecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering,
_x1867-822X ;
_v482
856 4 0 _uhttps://doi.org/10.1007/978-3-031-31234-2
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