In this paper, we study the optimal control of service rate in a single server state dependent queue with MMPP input. The objective of this work is find the optimal service rate that minimizes the service rate using matrix method. A performance difierence formula is derived to quantify the difierence of service rate based on varying arrival in the long run. © 2020, Research Publication. All rights reserved.