Results 1 to 10 of about 8,312 (264)
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.
Gwendal Simon, Laura Toni
exaly +5 more sources
International Transactions on Electrical Engineering and Computer Science, 2023 This review paper explores the paradigm of personalized adaptive streaming, where machine learning techniques are employed to tailor video streaming experiences based on individual user behavior, preferences, and contextual factors.
Koffka Khan
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User-Centric Algorithms: Sculpting the Future of Adaptive Video Streaming
International Transactions on Electrical Engineering and Computer Science, 2023 This paper explores the transformative potential of user-centric algorithms in shaping the future landscape of adaptive video streaming. Traditional streaming methods, though effective, often lack the ability to dynamically adapt to individual user ...
Koffka Khan
doaj +1 more source
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
openaire +2 more sources
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
doaj +1 more source
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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