Analytical and Stochastic Modeling Techniques and Applications

In this paper, a multivariate Markovian traffic model is pro-posed to characterise H.264/SVC scalable video traces. Parametrisation by a genetic algorithm results in models with a limited state space which accurately capture both the temporal and the inter-layer correlation of the traces. A simulat...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
مؤلفون آخرون: Al-Begain, Khalid
التنسيق: كتاب
اللغة:English
منشور في: Springer 2017
الموضوعات:
الوصول للمادة أونلاين:http://repository.vnu.edu.vn/handle/VNU_123/24642
الوسوم: إضافة وسم
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الوصف
الملخص:In this paper, a multivariate Markovian traffic model is pro-posed to characterise H.264/SVC scalable video traces. Parametrisation by a genetic algorithm results in models with a limited state space which accurately capture both the temporal and the inter-layer correlation of the traces. A simulation study further shows that the model is capa-ble of predicting performance of video streaming in various networking scenarios.