Results 21 to 30 of about 184 (123)
Modeling IP traffic using the batch Markovian arrival process
Performance Evaluation, 2003 In this paper, we show how to utilize the expectation-maximization (EM) algorithm for efficient and numerical stable parameter estimation of the batch Markovian arrival process (BMAP). In fact, effective computational formulas for the E-step of the EM algorithm are presented, which utilize the well-known randomization technique and a stable calculation
Klemm, Alexander +2 more
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Traffic Modeling of IP Networks Using the Batch Markovian Arrival Process [PDF]
, 2002 In this paper, we identify the batch Markovian arrival process (BMAP) as an analytically tractable model of choice for aggregated traffic modeling of IP networks. The key idea of this aggregated traffic model lies in customizing the batch Markovian arrival process such that the different lengths of IP packets are represented by rewards (i.e., batch ...
Alexander Klemm +2 more
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A Note on the Waiting-Time Distribution in an Infinite-Buffer GI[X]/C-MSP/1 Queueing System
Journal of Probability and Statistics, 2018 This paper deals with a batch arrival infinite-buffer single server queue. The interbatch arrival times are generally distributed and arrivals are occurring in batches of random size.
A. D. Banik +2 more
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International Journal of Operational Research, 2022 An infinite buffer batch service vacation queue has been studied where service rate of the batch is dependent on the size of the batch and vacation rate is dependent on the queue size at vacation initiation epoch. The arrivals follow the Markovian arrival process (MAP). For service rule, general bulk service (GBS) rule is considered.
Tamrakar, G. K., Banerjee, A.
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Multi-server queueing system with reserve servers
Журнал Белорусского государственного университета: Математика, информатика, 2019 In this paper, we investigate a multi-server queueing system with an unlimited buffer, which can be used in the design of energy consumption schemes and as a mathematical model of unreliable real stochastic systems.
Valentina I. Klimenok
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An EM Algorithm for Batch Markovian Arrival Processes and its Comparison to a Simpler Estimation Procedure [PDF]
Annals of Operations Research, 2002 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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IEEE Access, 2019 As various video services become popular, video streaming will dominate the mobile data traffic. The H.264 standard has been widely used for video compression.
Jianyu Cao +4 more
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Some performance measures for vacation models with a batch Markovian arrival process [PDF]
International Journal of Stochastic Analysis, 1993 We consider a single server infinite capacity queueing system, where the arrival process is a batch Markovian arrival process (BMAP). Particular BMAPs are the batch Poisson arrival process, the Markovian arrival process (MAP), many batch arrival processes with correlated interarrival times and batch sizes, and superpositions of these processes. We
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Analysis of an MAP/PH/1 Queue with Flexible Group Service
International Journal of Applied Mathematics and Computer Science, 2017 A novel customer batch service discipline for a single server queue is introduced and analyzed. Service to customers is offered in batches of a certain size. If the number of customers in the system at the service completion moment is less than this size,
Brugno Arianna +3 more
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Medical Knowledge Integration Into Reinforcement Learning Algorithms for Dynamic Treatment Regimes
International Statistical Review, EarlyView.Summary The goal of precision medicine is to provide individualised treatment at each stage of chronic diseases, a concept formalised by dynamic treatment regimes (DTR). These regimes adapt treatment strategies based on decision rules learned from clinical data to enhance therapeutic effectiveness.
Sophia Yazzourh +3 more
wiley +1 more source