Title :
Cloud-Mobile Computing Based Real-Time VVoIP with PSO-ANFIS Tuning
Author :
Bao Rong Chang ; Hsiu Fen Tsai ; Chi-ming Chen ; Yi-Sheng Chang ; Chien-Feng Huang
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Nat. Univ. of Kaohsiung, Kaohsiung, Taiwan
Abstract :
This paper introduces a private cloud with SaaS service to realize a real-time video/voice over IP (VVoIP) in cloud-mobile computing system, called Cloud-VVoIP. In order to optimize traffic flow of video/voice streaming, adaptive network-based fuzzy inference system (ANFIS) together with particle swarm optimization (PSO) has been employed to off-line tune seamless handoff and network traffic flow. Besides the performance of Cloud-VVoIP is evaluated and a comparison of this approach and the traditional peer-to-peer VVoIP. A flexible usage for users is that they do not need to know what real IP assigned for both sides to dial a phone call and web-based browsing is available. Next, smart phone with Android APP is applicable to attach Cloud-VVoIP to yield the cost-effective for users. Third, VVoIP program is mainly installed in the private cloud, rather than user devices, so that the power consuming in battery is reduced dramatically at user devices. Finally, the stress test has been performed successfully to analyze the system efficiency of Cloud-VVoIP on the resources allocation of CPU, memory, bandwidth and disk.
Keywords :
Android (operating system); Internet telephony; audio streaming; cloud computing; fuzzy neural nets; fuzzy reasoning; mobile computing; mobility management (mobile radio); particle swarm optimisation; resource allocation; smart phones; telecommunication traffic; video streaming; Android APP; CPU; Cloud-VVoIP; PSO-ANFIS tuning; SaaS service; VVoIP program; Web-based browsing; adaptive network-based fuzzy inference system; cloud-VVoIP performance evaluation; cloud-mobile computing based real-time VVoIP; flexible usage; network traffic flow optimization; particle swarm optimization; private cloud; real-time video-voice over IP; resource allocation; seamless handoff tuning; smart phone; stress test; video-voice streaming; Cloud computing; IP networks; Internet telephony; Servers; Smart phones; Streaming media; Wireless communication; ANFIS; Android APP; Cloud-Mobile Computing; Cloud-VVoIP; PSO;
Conference_Titel :
Technologies and Applications of Artificial Intelligence (TAAI), 2013 Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4799-2528-5
DOI :
10.1109/TAAI.2013.34