Instantaneous throughput prediction in cellular networks: Which information is needed?
Downlink data rates can vary significantly in cellular networks, with a potentially non-
negligible effect on the user experience. Content providers address this problem by using …
negligible effect on the user experience. Content providers address this problem by using …
QFlow: A reinforcement learning approach to high QoE video streaming over wireless networks
Wireless Internet access has brought legions of heterogeneous applications all sharing the
same resources. However, current wireless edge networks that cater to worst or average …
same resources. However, current wireless edge networks that cater to worst or average …
Reinforcement learning-based QoE-oriented dynamic adaptive streaming framework
Dynamic adaptive streaming over the HTTP (DASH) standard has been widely adopted by
many content providers for online video transmission and greatly improve the performance …
many content providers for online video transmission and greatly improve the performance …
Detecting low-quality workers in QoE crowdtesting: A worker behavior-based approach
QoE crowdtesting is increasingly popular among researchers to conduct subjective
assessments of network services. Experimenters can easily access a huge pool of human …
assessments of network services. Experimenters can easily access a huge pool of human …
Dissecting VOD services for cellular: performance, root causes and best practices
HTTP Adaptive Streaming (HAS) has emerged as the predominant technique for transmitting
video over cellular for most content providers today. While mobile video streaming is …
video over cellular for most content providers today. While mobile video streaming is …
Online ad effectiveness evaluation with a two-stage method using a Gaussian filter and decision tree approach
H Wang, M Hong - Electronic Commerce Research and Applications, 2019 - Elsevier
Online ads play create opportunities for advisers to discover potential customers by
delivering marketing messages through the Internet. Effectiveness evaluation of online ads …
delivering marketing messages through the Internet. Effectiveness evaluation of online ads …
Multipath-based HTTP adaptive streaming scheme for the 5G network
H Kim, K Chung - IEEE Access, 2020 - ieeexplore.ieee.org
Fifth-generation (5G) communication has a non-line-of-sight (non-LOS) property, in that it
cannot pass through obstacles due to the characteristics of ultra-high frequencies. This can …
cannot pass through obstacles due to the characteristics of ultra-high frequencies. This can …
A fuzzy-based adaptive streaming algorithm for reducing entropy rate of dash bitrate fluctuation to improve mobile quality of service
Dynamic adaptive streaming over Hypertext Transfer Protocol (HTTP) is an advanced
technology in video streaming to deal with the uncertainty of network states. However, this …
technology in video streaming to deal with the uncertainty of network states. However, this …
Toward accurate network delay measurement on android phones
Measuring and understanding the performance of mobile networks is becoming very
important for end users and operators. Despite the availability of many measurement apps …
important for end users and operators. Despite the availability of many measurement apps …
A bandwidth variation pattern-differentiated rate adaptation for HTTP adaptive streaming over an LTE cellular network
H Du, Q Zheng, W Zhang, X Gao - IEEE Access, 2017 - ieeexplore.ieee.org
Currently, HTTP adaptive streaming (HAS) is the state-of-the-art technology for mobile video
streaming. The rate adaptation of HAS has been designed to make a trade-off between two …
streaming. The rate adaptation of HAS has been designed to make a trade-off between two …