TY - GEN
T1 - Admission Control to M/G/1 Subject to General Class-Specific Admission and Rejection Costs
AU - Hyytia, Esa
AU - Righter, Rhonda
AU - Virtamo, Jorma
N1 - Publisher Copyright: © 2020 ITC Press.
PY - 2020/9
Y1 - 2020/9
N2 - We consider the M/G/1 queue where job sizes become known upon arrival subject to a general cost structure. More specifically, we are interested in determining the optimal admission policy to the (size-aware) system with multiple job-classes each having its own admission and rejection costs. The cost for admitting a job is a class-specific function of the waiting time. As a special case, we consider a deadline cost structure where admitting a job that will be late has a smaller cost than rejecting it. We analyse the system within the framework of Markov decision processes, and derive expressions that enable us to determine the size-aware value function, and the optimal class-specific admission control, as well as the resulting mean cost. The availability of the value function allows one to develop efficient dispatching policies for a system with heterogeneous parallel servers.
AB - We consider the M/G/1 queue where job sizes become known upon arrival subject to a general cost structure. More specifically, we are interested in determining the optimal admission policy to the (size-aware) system with multiple job-classes each having its own admission and rejection costs. The cost for admitting a job is a class-specific function of the waiting time. As a special case, we consider a deadline cost structure where admitting a job that will be late has a smaller cost than rejecting it. We analyse the system within the framework of Markov decision processes, and derive expressions that enable us to determine the size-aware value function, and the optimal class-specific admission control, as well as the resulting mean cost. The availability of the value function allows one to develop efficient dispatching policies for a system with heterogeneous parallel servers.
UR - https://www.scopus.com/pages/publications/85102190234
U2 - 10.1109/ITC3249928.2020.00023
DO - 10.1109/ITC3249928.2020.00023
M3 - Conference contribution
T3 - Proceedings of the 32nd International Teletraffic Congress, ITC 2020
SP - 123
EP - 128
BT - Proceedings of the 32nd International Teletraffic Congress, ITC 2020
A2 - Jiang, Yuming
A2 - Shimonishi, Hideyuki
A2 - Leibnitz, Kenji
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 32nd International Teletraffic Congress, ITC 2020
Y2 - 22 September 2020 through 24 September 2020
ER -