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 …
{GL-Cache}: Group-level learning for efficient and high-performance caching
Web applications rely heavily on software caches to achieve low-latency, high-throughput
services. To adapt to changing workloads, three types of learned caches (learned evictions) …
services. To adapt to changing workloads, three types of learned caches (learned evictions) …
Machine learning at the mobile edge: The case of dynamic adaptive streaming over http (dash)
Dynamic Adaptive Streaming over HTTP (DASH) is a standard for delivering video in
segments and adapting each segment's bitrate (quality), to adjust to changing and limited …
segments and adapting each segment's bitrate (quality), to adjust to changing and limited …
An End-to-End Pipeline Perspective on Video Streaming in Best-Effort Networks: A Survey and Tutorial
L Peroni, S Gorinsky - arXiv preprint arXiv:2403.05192, 2024 - arxiv.org
Video streaming continues to captivate attention of users and service providers, dominate in
Internet traffic, and form a vibrant research field. Taking a pragmatic approach to reviewing …
Internet traffic, and form a vibrant research field. Taking a pragmatic approach to reviewing …
Modeling of edge server cache-reservation for virtual reality applications
IB Sofi, RWL Coutinho, MR Soleymani - Proceedings of the 18th ACM …, 2022 - dl.acm.org
Envisioned virtual reality (VR) systems include mobility as one of the important features of
users' when interacting with virtual environments and objects. Thus, VR content encoding …
users' when interacting with virtual environments and objects. Thus, VR content encoding …
CoLEAP: Cooperative learning-based edge scheme with caching and prefetching for DASH video delivery
The outstanding increase in video traffic, puts increasing pressure on network transmission.
Since the Dynamic Adaptive Streaming over HTTP (DASH) adjusts the delivery to the …
Since the Dynamic Adaptive Streaming over HTTP (DASH) adjusts the delivery to the …
Content-Aware Caching at the Mobile Edge Network Using Federated Learning
The explosive growth of mobile data traffic generated primarily from resource-hungry video
streaming sessions challenges the service providers to deliver a better Quality of Service to …
streaming sessions challenges the service providers to deliver a better Quality of Service to …
Reinforcement Learning Based Adaptive BitRate Caching at MEC Server
Mobile Edge Computing (MEC) has become an important concept in modern video
communication and broadcasting scenarios to address varied user expectations in an ever …
communication and broadcasting scenarios to address varied user expectations in an ever …
Quality estimation for DASH clients by using Deep Recurrent Neural Networks
B Kheibari, M Sayıt - 2020 16th International Conference on …, 2020 - ieeexplore.ieee.org
Dynamic Adaptive Streaming over HTTP (DASH) is a technology designed to deliver video
to the end-users in the most efficient way possible by providing the users to adapt their …
to the end-users in the most efficient way possible by providing the users to adapt their …
A QoE-based 360° Video Adaptive Bitrate Delivery and Caching Scheme for C-RAN
With the development of Virtual Reality (VR) technology, the growing number of VR users
puts tremendous pressure on network bandwidth. The tile-based scheme is proposed to …
puts tremendous pressure on network bandwidth. The tile-based scheme is proposed to …