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- W4287686576 abstract "This paper presents NANCY, a system that generates adaptive bit rates (ABR) for video and adaptive network coding rates (ANCR) using reinforcement learning (RL) for video distribution over wireless networks. NANCY trains a neural network model with rewards formulated as quality of experience (QoE) metrics. It performs joint optimization in order to select: (i) adaptive bit rates for future video chunks to counter variations in available bandwidth and (ii) adaptive network coding rates to encode the video chunk slices to counter packet losses in wireless networks. We present the design and implementation of NANCY, and evaluate its performance compared to state-of-the-art video rate adaptation algorithms including Pensieve and robustMPC. Our results show that NANCY provides 29.91% and 60.34% higher average QoE than Pensieve and robustMPC, respectively." @default.
- W4287686576 created "2022-07-26" @default.
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- W4287686576 date "2020-08-21" @default.
- W4287686576 modified "2023-09-28" @default.
- W4287686576 title "NANCY: Neural Adaptive Network Coding methodologY for video distribution over wireless networks" @default.
- W4287686576 doi "https://doi.org/10.48550/arxiv.2008.09559" @default.
- W4287686576 hasPublicationYear "2020" @default.
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