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Reinforcement Learning-Based Adaptive Streaming Scheme with Edge Computing Assistance [PDF]
Sensors, 2022 Dynamic Adaptive Streaming over HTTP (DASH) is a promising scheme for improving the Quality of Experience (QoE) of users in video streaming. However, the existing schemes do not perform coordination among clients and depend on fixed heuristics.
Minsu Kim, Kwangsue Chung
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Optimal Selection of Adaptive Streaming Representations [PDF]
ACM Transactions on Multimedia Computing, Communications and Applications, 2015 Adaptive streaming addresses the increasing and heterogeneous demand of multimedia content over the Internet by offering several encoded versions for each video sequence. Each version (or representation) is characterized by a resolution and a bit rate, and it is aimed at a specific set of users, like TV or mobile phone clients.
Pascal Frossard +2 more
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Adaptive Streaming Server dengan FFMPEG dan Golang
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2021 Quality of experience (QoE) when accessing video streaming becomes a challenge in varieties of network bandwidth/speed. Adaptive streaming becomes an answer to gain good QoE.
David Kristiadi, Marwiyati
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QoE Models for Adaptive Streaming: A Comprehensive Evaluation
Future Internet, 2022 Adaptive streaming has become a key technology for various multimedia services, such as online learning, mobile streaming, Internet TV, etc. However, because of throughput fluctuations, video quality may be dramatically varying during a streaming session.
Duc Nguyen +2 more
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Streaming adaptive submodular maximization
Theoretical Computer Science, 2022 Many sequential decision making problems can be formulated as an adaptive submodular maximization problem. However, most of existing studies in this field focus on pool-based setting, where one can pick items in any order, and there have been few studies for the stream-based setting where items arrive in an arbitrary order and one must immediately ...
Shaojie Tang 0001, Jing Yuan 0002
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Non-adaptive adaptive sampling on turnstile streams [PDF]
Proceedings of the 52nd Annual ACM SIGACT Symposium on Theory of Computing, 2020 To appear at STOC ...
Sepideh Mahabadi +3 more
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HTTP Adaptive Streaming Framework with Online Reinforcement Learning
Applied Sciences, 2022 Dynamic adaptive streaming over HTTP (DASH) is an effective method for improving video streaming’s quality of experience (QoE). However, the majority of existing schemes rely on heuristic algorithms, and the learning-based schemes that have recently ...
Jeongho Kang, Kwangsue Chung
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Securing media for adaptive streaming [PDF]
Proceedings of the eleventh ACM international conference on Multimedia, 2003 This paper describes the ARMS system which enables secure and adaptive rich media streaming to a large-scale, heterogeneous client population. The secure streaming algorithms ensure end-to-end security while the content is adapted and streamed via intermediate, potentially untrusted servers.
Venkatramani, C. +3 more
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Connection Science, 2022 With the rapid growth of streaming media services, users have higher and higher requirements for streaming media transmission rates and network experience.
Wenjing Shan
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Applied Sciences, 2023 Redirection and protocol techniques are key components of the infrastructure for Content Delivery Networks (CDNs) that aid in the delivery of Multimedia Internet services to end-consumers.
Miran Taha, Aree Ali
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