Modeling and forecasting call center arrivals: A literature survey and a case study

R Ibrahim, H Ye, P L'Ecuyer, H Shen - International Journal of Forecasting, 2016 - Elsevier
The effective management of call centers is a challenging task, mainly because managers
consistently face considerable uncertainty. One important source of this uncertainty is the …

Parametric forecasting and stochastic programming models for call-center workforce scheduling

N Gans, H Shen, YP Zhou, N Korolev… - Manufacturing & …, 2015 - pubsonline.informs.org
We develop and test an integrated forecasting and stochastic programming approach to
workforce management in call centers. We first demonstrate that parametric forecasts …

History of input modeling

R Cheng - 2017 Winter Simulation Conference (WSC), 2017 - ieeexplore.ieee.org
In stochastic simulation, input modeling refers to the process of identifying and selecting the
probability distributions, called input models, from which are generated the random variates …

On the modeling and forecasting of call center arrivals

R Ibrahim, N Regnard, P L'Ecuyer… - Proceedings of the 2012 …, 2012 - ieeexplore.ieee.org
We review and discuss the key issues in building statistical models for the call arrival
process in telephone call centers, and then we survey and compare various types of models …

Copula-based transferable models for synthetic population generation

P Jutras-Dubé, MB Al-Khasawneh, Z Yang… - … Research Part C …, 2024 - Elsevier
Population synthesis involves generating synthetic yet realistic representations of a target
population of micro-agents for behavioral modeling and simulation. Traditional methods …

Multi-Provider IMS Infrastructure With Controlled Redundancy: A Performability Evaluation

L De Simone, M Di Mauro, M Longo… - … on Network and …, 2023 - ieeexplore.ieee.org
In modern telecommunication networks, services are provided through Service Function
Chains (SFC), where network resources are implemented by leveraging virtualization and …

Fast Discrete-Event Simulation of Markovian Queueing Networks through Euler Approximation

LJ Hong, Y Song, T Wang - arxiv preprint arxiv:2402.13259, 2024 - arxiv.org
The efficient management of large-scale queueing networks is critical for a variety of sectors,
including healthcare, logistics, and customer service, where system performance has …

Copula-based synthetic population generation

P Jutras-Dubé, MB Al-Khasawneh, Z Yang… - arxiv preprint arxiv …, 2023 - arxiv.org
Population synthesis consists of generating synthetic but realistic representations of a target
population of micro-agents for the purpose of behavioral modeling and simulation. We …

Can customer arrival rates be modelled by sine waves?

N Chen, R Gürlek, DKK Lee, H Shen - Service Science, 2024 - pubsonline.informs.org
Customer arrival patterns observed in the real world typically exhibit strong seasonal effects.
It is therefore natural to ask, can a nonhomogeneous Poisson process (NHPP) with a rate …

Modeling bursts in the arrival process to an emergency call center

P L'Ecuyer, K Gustavsson… - 2018 Winter Simulation …, 2018 - ieeexplore.ieee.org
In emergency call centers (for police, firemen, ambulances) a single event can sometimes
trigger many incoming calls in a short period of time. Several people may call to report the …