چکیده مقاله
Session Initiation Protocol SIP is considered as a signaling protocol for IP multimedia subsystem IMS IMS is introduced by 3rd generation partnership project 3GPP as signaling foundation in next generation networks NGN Despite having the features such as: text based, IP based, independent of the data transmission, support for mobility and end to end, the SIP protocol has not suitable mechanism to deal with overload Therefore, many mechanisms are proposed to control overload in SIP networks One of their most famous is occupancy CPU OCC that is used in many researches In traditional OCC, the value of parameters is indicated and they are used in subsequent documents In this paper, optimal parameters value is obtained by Q learning algorithm Because modeling a large SIP network is impossible by mathematical relationships and it is a heuristic problem, Q learning is the best method to compute the parameters The simulation results demonstrate that the Q learning output is comparable with traditional OCC
کلیدواژهها
نویسندگان
Mehdi Khazaei
Information Technology Department, Kermanshah University of Technology, Kermanshah, Iran
شیوه ارجاع
Khazaei, Mehdi,1396,Occupancy Overload Control by Q-Learning,Fifth International Conference on Electrical and Computer Engineering with Emphasis on Indigenous Knowledge,Tehran
ارائهشده در
مجموعه مقالات پنجمین کنفرانس بین المللی مهندسی برق و کامپیوتر با تاکید بر دانش بومی19 بهمن 1396 · تهران