Results 1 to 10 of about 90,658 (185)
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
doaj +2 more sources
Optimized Adaptive Streaming Representations based on System Dynamics [PDF]
ACM Transactions on Multimedia Computing, Communications, and Applications, 2014 Adaptive streaming addresses the increasing and heterogenous demand of multimedia content over the Internet by offering several encoded versions for each video sequence. Each version (or representation) has a different resolution and bit rate, aimed at a
Alberto Blanc +6 more
core +10 more sources
Dynamic Adaptive Point Cloud Streaming [PDF]
Proceedings of the 23rd Packet Video Workshop, 2019 High-quality point clouds have recently gained interest as an emerging form of representing immersive 3D graphics. Unfortunately, these 3D media are bulky and severely bandwidth intensive, which makes it difficult for streaming to resource-limited and ...
Hosseini, Mohammad, Timmerer, Christian
core +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 ...
Mahabadi, Sepideh +3 more
openaire +2 more sources
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, Jing Yuan
openaire +2 more sources
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
doaj +1 more source
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
doaj +1 more source
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
Automated adaptation strategies for stream learning [PDF]
Machine Learning, 2021 AbstractAutomation of machine learning model development is increasingly becoming an established research area. While automated model selection and automated data pre-processing have been studied in depth, there is, however, a gap concerning automated model adaptation strategies when multiple strategies are available.
Rashid Bakirov +2 more
openaire +5 more sources
LLL-CAdViSE: Live Low-Latency Cloud-Based Adaptive Video Streaming Evaluation Framework
IEEE Access, 2023 Live media streaming is a challenging task by itself, and when it comes to use cases that define low-latency as a must, the complexity will rise multiple times.
Babak Taraghi +2 more
doaj +1 more source