Deepqueuenet: Towards scalable and generalized network performance estimation with packet-level visibility

Q Yang, X Peng, L Chen, L Liu, J Zhang, H Xu… - Proceedings of the …, 2022 - dl.acm.org
Network simulators are an essential tool for network operators, and can assist important
tasks such as capacity planning, topology design, and parameter tuning. Popular simulators …

[LIBRO][B] Constructive computation in stochastic models with applications: the RG-factorizations

QL Li - 2011 - books.google.com
" Constructive Computation in Stochastic Models with Applications: The RG-Factorizations"
provides a unified, constructive and algorithmic framework for numerical computation of …

Processor sharing: A survey of the mathematical theory

SF Yashkov, AS Yashkova - Automation and Remote Control, 2007 - Springer
During last few decades the Egalitarian Processor Sharing (EPS) has gained a prominent
role in applied probability, especially, in queueing theory and its computer applications …

m3: Accurate flow-level performance estimation using machine learning

C Li, A Nasr-Esfahany, K Zhao, K Noorbakhsh… - Proceedings of the …, 2024 - dl.acm.org
Data center network operators often need accurate estimates of aggregate network
performance. Unfortunately, existing methods for estimating aggregate network statistics are …

Priority queueing system with many types of requests and restricted processor sharing

C D'Apice, A Dudin, S Dudin, R Manzo - Journal of Ambient Intelligence …, 2023 - Springer
A priority queueing model with many types of requests and restricted processor sharing is
considered. A novel discipline of requests admission and service is proposed. This …

[HTML][HTML] Analysis of queueing model with processor sharing discipline and customers impatience

AN Dudin, SA Dudin, OS Dudina… - Operations Research …, 2018 - Elsevier
Queueing systems with processor sharing represent the adequate models for sharing the
resources, eg, components of a computer or a bandwidth of communication systems. In this …

Analysis of MAP/M/1 queue with working breakdowns

Q Ye, L Liu - Communications in Statistics-Theory and Methods, 2018 - Taylor & Francis
In this paper, we analyze the MAP/M/1 queue with working breakdowns. The number of
customers in the system in the steady state is obtained by the matrix geometric solution …

An RG-Factorization Approach for a BMAP/M/1 Generalized Processor-Sharing Queue

QL Li, Z Lian, L Liu - Stochastic models, 2005 - Taylor & Francis
In this paper, we study a BMAP/M/1 generalized processor-sharing queue. We propose an
RG-factorization approach, which can be applied to a wider class of Markovian block …

An algorithmic analysis of the BMAP/MSP/1 generalized processor-sharing queue

S Ghosh, AD Banik - Computers & Operations Research, 2017 - Elsevier
This paper deals with the analysis of the BMAP/MSP/1 generalized processor-sharing
queue. The analysis is based on RG-factorization technique applied to the Markov chain of …

Fluid and diffusion limits for transient sojourn times of processor sharing queues with time varying rates

RC Hampshire, M Harchol-Balter, WA Massey - Queueing Systems, 2006 - Springer
We provide an approximate analysis of the transient sojourn time for a processor sharing
queue with time varying arrival and service rates, where the load can vary over time …