Title :
Availability modeling and analysis of a VoD service for eucalyptus platform
Author :
Bezerra, Maria Clara ; Melo, Rosangela ; Dantas, Jamilson ; Maciel, Paulo ; Vieira, Francisco
Author_Institution :
Inf. Center, Fed. Univ. of Pernambuco, Recife, Brazil
Abstract :
Cloud computing environments are an emerging technology that aims at proving several cloud services over the Internet, making it possible to provide a huge variety of applications with different purposes to users. Multimedia services are examples of these new services that use cloud computing, like video streaming, where the user can access their videos from cloud environments. For cloud service systems, assurance of high-availability of cloud services is a challenging and critical issue. In this paper, we evaluated the video streaming service´s availability for video on demand cloud system. Hierarchical modeling strategy, availability models combining reliability blocks diagrams (RBD) and continuous time Markov chain (CTMC) were used, indicating a system availability of 1.92 nines. The critical component of the system was indicated through sensibility analysis. We realized a model validation technique to demonstrate that the models represent the behavior of the real system.
Keywords :
Markov processes; cloud computing; reliability; video on demand; video streaming; CTMC; Internet; RBD; VoD service analysis; VoD service availability modeling; cloud computing environments; cloud environments; cloud service systems; continuous time Markov chain; eucalyptus platform; hierarchical modeling strategy; multimedia services; reliability blocks diagrams; sensibility analysis; video on demand cloud system; video streaming; video streaming service availability; Analytical models; Availability; Cloud computing; Computational modeling; Computer architecture; Maintenance engineering; Streaming media;
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/SMC.2014.6974519