Automated profiling of virtualized media processing functions using telemetry and machine learning

MMSys '18: 9th ACM Multimedia Systems Conference Amsterdam Netherlands June, 2018, pp. 150-161, 2018.

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Abstract:

Most media streaming services are composed by different virtualized processing functions such as encoding, packaging, encryption, content stitching etc. Deployment of these functions in the cloud is attractive as it enables flexibility in deployment options and resource allocation for the different functions. Yet, most of the time overpro...More

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