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[ספר][B] Input modeling with phase-type distributions and Markov models: theory and applications
P Buchholz, J Kriege, I Felko - 2014 - books.google.com
Containing a summary of several recent results on Markov-based input modeling in a
coherent notation, this book introduces and compares algorithms for parameter fitting and …
coherent notation, this book introduces and compares algorithms for parameter fitting and …
A novel approach for phase-type fitting with the EM algorithm
The representation of general distributions or measured data by phase-type distributions is
an important and nontrivial task in analytical modeling. Although a large number of different …
an important and nontrivial task in analytical modeling. Although a large number of different …
[ספר][B] Introduction to queueing systems with telecommunication applications
The book is composed of two main parts: mathematical background and queueing systems
with applications. The mathematical background is a self containing introduction to the …
with applications. The mathematical background is a self containing introduction to the …
A minimal representation of Markov arrival processes and a moments matching method
The paper investigates the problem of minimal representation of Markov arrival processes of
order n (MAP (n)). The minimal representation of MAPs is crucial for develo** effective …
order n (MAP (n)). The minimal representation of MAPs is crucial for develo** effective …
An analytical method for reliability evaluation of power distribution system with time-varying failure rates
Reliability evaluation is crucial in assessing the power supply capacity and guiding the
planning and operation of the distribution system. Traditional analytical reliability evaluation …
planning and operation of the distribution system. Traditional analytical reliability evaluation …
Time-dependent analysis of attacks
The success of a security attack crucially depends on time: the more time available to the
attacker, the higher the probability of a successful attack; when given enough time, any …
attacker, the higher the probability of a successful attack; when given enough time, any …
An integrated production and inventory model to dampen upstream demand variability in the supply chain
We consider a two-echelon supply chain: a single retailer holds a finished goods inventory
to meet an iid customer demand, and a single manufacturer produces the retailer's …
to meet an iid customer demand, and a single manufacturer produces the retailer's …
Closed form solutions for map** general distributions to quasi-minimal PH distributions
Approximating general distributions by phase-type (PH) distributions is a popular technique
in stochastic analysis, since the Markovian property of PH distributions often allows …
in stochastic analysis, since the Markovian property of PH distributions often allows …
M/G/1 queue with event-dependent arrival rates
Motivated by experiments on customers' behavior in service systems, we consider a
queueing model with event-dependent arrival rates. Customers' arrival rates depend on the …
queueing model with event-dependent arrival rates. Customers' arrival rates depend on the …
Performance evaluation of cloud computing centers with general arrivals and service
Cloud providers need to size their systems to determine the right amount of resources to
allocate as a function of customer's needs so as to meet their SLAs (Service Level …
allocate as a function of customer's needs so as to meet their SLAs (Service Level …