DocumentCode :
578130
Title :
Intelligent VVoIP implementation in UEC cloud computing
Author :
Chang, Bao Rong ; Tsai, Hsiu-fen ; Lin, Zih-yao ; Chen, Chi-ming ; Huang, Chien-feng
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Nat. Univ. of Kaohsiung, Kaohsiung, Taiwan
Volume :
2
fYear :
2012
fDate :
15-17 July 2012
Firstpage :
519
Lastpage :
524
Abstract :
A high-performance real-time video/voice over IP (VV oIP) applications have been implemented using an Ubuntu Enterprise Cloud (UEC) and it is denoted UEC-VVOIP. It really outperforms the previous VVoIP via P2P connection (called SCTP-IHU) because user does not need to know what is a real IP and browsing the web with TCP-Based RMTP protocol achieves a pretty good friendly user interface. Therefore, this scheme reduces computation load and power consumption dramatically at user side. We have employed back-propagation neural network (BPNN) together with particle swarm optimization (PSO) to appropriately tune seamless handoff and analyze network traffic over time. As a result it takes about 1.597 sec for the seamless handoff between base stations under mobile wireless network. In access control the rapid facial recognition and fingerprint identification via cloud computing has been done successfully within 2.18 seconds to identify the subject. In conclusion the performance of both measures is better than the alternative VVoIP using Hadoop platform we´ve done before.
Keywords :
Internet; Internet telephony; backpropagation; cloud computing; face recognition; fingerprint identification; mobility management (mobile radio); neural nets; particle swarm optimisation; peer-to-peer computing; transport protocols; BPNN; Hadoop platform; P2P connection; PSO; TCP-based RMTP protocol; UEC cloud computing; UEC-VVOIP; Ubuntu enterprise cloud; Web browsing; back-propagation neural network; computation load; facial recognition; fingerprint identification; intelligent VVOIP implementation; mobile wireless network; particle swarm optimization; power consumption; real-time video-voice over IP; seamless handoff; Abstracts; Computational modeling; Electronic publishing; IP networks; Information services; Internet; Personal digital assistants; PSO-BPNN; RMTP; SCTP-IHU; UEC-VVOIP; Ubuntu Enterprise Cloud; Video/voice over IP;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
Conference_Location :
Xian
ISSN :
2160-133X
Print_ISBN :
978-1-4673-1484-8
Type :
conf
DOI :
10.1109/ICMLC.2012.6358977
Filename :
6358977
Link To Document :
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