Limit theorems for continuous time Markov chains and applications to large scale queueing systems

This thesis discusses limit theorems for density dependent families of continuoustime Markov chains and their application to the stochastic analysis of large scalecloud computing environments and data centers. On the purely theoretical side, wereview the classic functional strong law of large number...

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Библиографические подробности

Главный автор:	Goldsztajn, Diego (author)
Формат:	masterThesis
Язык:	английский
Опубликовано:	2018
Предметы:	Markov chain Strong law of large number Fluid limit Central limit theorem Diffusion approximation Queueing theory Heavy traffic Feedback control Cloud computing Data center
Online-ссылка:	https://hdl.handle.net/20.500.12008/21041
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