Neural adaptive content-aware internet video delivery
Internet video streaming has experienced tremendous growth over the last few decades.
However, the quality of existing video delivery critically depends on the bandwidth resource …
However, the quality of existing video delivery critically depends on the bandwidth resource …
[HTML][HTML] Learning relaxed belady for content distribution network caching
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Information Registration Discounts Student Grant Application Diversity Grant Application …
Information Registration Discounts Student Grant Application Diversity Grant Application …
Deconfounding duration bias in watch-time prediction for video recommendation
Watch-time prediction remains to be a key factor in reinforcing user engagement via video
recommendations. It has become increasingly important given the ever-growing popularity …
recommendations. It has become increasingly important given the ever-growing popularity …
Video super-resolution and caching—An edge-assisted adaptive video streaming solution
Edge computing provides the potential to improve users' Quality of Experience (QoE) in ever-
increasing video delivery. However, existing edge-based solutions cannot fully utilize the …
increasing video delivery. However, existing edge-based solutions cannot fully utilize the …
A review on green caching strategies for next generation communication networks
In recent years, the ever-increasing demand for networking resources and energy, fueled by
the unprecedented upsurge in Internet traffic, has been a cause for concern for many service …
the unprecedented upsurge in Internet traffic, has been a cause for concern for many service …
Popularity-based video caching techniques for cache-enabled networks: A survey
HS Goian, OY Al-Jarrah, S Muhaidat… - IEEE …, 2019 - ieeexplore.ieee.org
The proliferation of the mobile Internet and connected devices, which offer a variety of
services at different levels of performance is a major challenge for the fifth generation of …
services at different levels of performance is a major challenge for the fifth generation of …
Leveraging watch-time feedback for short-video recommendations: A causal labeling framework
With the proliferation of short video applications, the significance of short video
recommendations has vastly increased. Unlike other recommendation scenarios, short …
recommendations has vastly increased. Unlike other recommendation scenarios, short …
Multi-access edge computing enhanced video streaming: Proof-of-concept implementation and prediction/QoE models
SR Yang, YJ Tseng, CC Huang… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
ETSI multi-access edge computing (MEC) provides an IT service environment and cloud-
computing capabilities at the edge of the mobile network, enabling application and content …
computing capabilities at the edge of the mobile network, enabling application and content …
Raven: belady-guided, predictive (deep) learning for in-memory and content caching
Performance of caching algorithms not only determines the quality of experience for users,
but also affects the operating and capital expenditures for cloud service providers. Today's …
but also affects the operating and capital expenditures for cloud service providers. Today's …
Community-based dynamic graph learning for popularity prediction
Popularity prediction, which aims to forecast how many users would like to interact with a
target item or online content in the future, can help online shopping or social media …
target item or online content in the future, can help online shopping or social media …