Bayesian inference has emerged as a powerful tool in the analysis of queueing systems, blending probability theory with statistical estimation to update beliefs about system parameters as new data ...

Abstract: This paper presents a time series analysis of single server queueing systems by using machine learning. Recently, the Digital Transformation (DX) market has been expanding rapidly. Data ...

This is a preview. Log in through your library . Abstract In this paper we consider a class of single-server queueing systems with compound Poisson arrivals, in which, at service completion epochs, ...

Single server queues with batch arrivals are useful in the modeling of computer and communication systems amongst others. In this paper we give for a wide class of single server queues with batch ...

Abstract: Ad hoc distributed simulation is an approach to predict future states of operational systems. It is based on embedding on-line simulations into a sensor network and adding communication and ...