%0 Journal Article %1 salamehmarkovian %A Salameh, Osama %D 2019 %E Natarajan, Meghanathan %J International Journal of Computer Networks & Communications (IJCNC) %K Performance analysis %N 2 %P 113-124 %R 10.5121/ijcnc.2019.11208 %T A Markovian Model for Internet of Things Application %U http://airccse.org/journal/ijc2019.html %V 11 %X Internet of Things (IoT) allows communication among human-to-things, things-to-human, and things-to things that are incorporated into an information networks allowing automatic information interchange and the processing of data at real time. In this paper, we conduct a performance analysis of a real application defined through four traffic classes with the priorities present in smart cities using Continuous Time Markov Chains(CTMC). Based on a finite capacity queuing system, we propose a new cost-effective analytical model with a push-out management scheme in favor of the highest priority (emergency) traffic. Based on the analytical model, several performance measures for different traffic classes have been studied extensively including blocking probability; push out probability, delay, channel utilization as well as overall system performance.

@article{salamehmarkovian, abstract = {Internet of Things (IoT) allows communication among human-to-things, things-to-human, and things-to things that are incorporated into an information networks allowing automatic information interchange and the processing of data at real time. In this paper, we conduct a performance analysis of a real application defined through four traffic classes with the priorities present in smart cities using Continuous Time Markov Chains(CTMC). Based on a finite capacity queuing system, we propose a new cost-effective analytical model with a push-out management scheme in favor of the highest priority (emergency) traffic. Based on the analytical model, several performance measures for different traffic classes have been studied extensively including blocking probability; push out probability, delay, channel utilization as well as overall system performance. }, added-at = {2019-05-20T08:04:42.000+0200}, author = {Salameh, Osama}, biburl = {https://www.bibsonomy.org/bibtex/25c999a3b7be73a7019e5f95af406ecd8/laimbee}, doi = {10.5121/ijcnc.2019.11208}, editor = {Natarajan, Meghanathan}, interhash = {91c64fcbe036736cf1bf4551b7500a78}, intrahash = {5c999a3b7be73a7019e5f95af406ecd8}, issn = {0974 - 9322}, journal = {International Journal of Computer Networks & Communications (IJCNC) }, keywords = {Performance analysis}, language = {English}, month = mar, number = 2, pages = {113-124}, timestamp = {2019-05-20T08:04:42.000+0200}, title = {A Markovian Model for Internet of Things Application }, url = {http://airccse.org/journal/ijc2019.html}, volume = 11, year = 2019 }