We consider a single class, acyclic network of G/G/1 queues. We impose some
mild assumptions on the service and external arrival processes and we char
acterize the large deviations behavior of all the processes resulting from
various operations in the network. For the network model that we are consid
ering, these operations are passing-through-a-single-server-queue (the proc
ess resulting from this operation being the departure process), superpositi
on of independent processes and deterministic splitting of a process into a
number of processes; We also characterize the large deviations behavior of
the waiting time and the queue length observed by a typical customer in a
single server queue. We prove that the assumptions imposed on the external
arrival processes are preserved by these operations, and we show how to app
ly inductively these results to obtain the large deviations behavior of the
waiting time and the queue length in all the queues of the network. Our re
sults indicate how these large deviations occur, by concretely characterizi
ng the most likely path that leads to them.