Front-end deep learning web apps development and deployment: a review

HA Goh, CK Ho, FS Abas - Applied Intelligence, 2023 - Springer
Abstract Machine learning and deep learning models are commonly developed using
programming languages such as Python, C++, or R and deployed as web apps delivered …

Intelligent aerial video streaming: Achievements and challenges

TV Nguyen, NP Nguyen, C Kim, NN Dao - Journal of Network and …, 2023 - Elsevier
Deploying aerial infrastructure to support traditional terrestrial wireless communications has
enhanced the maturity of 5G networks and beyond. This improvement has certainly …

ALVS: Adaptive Live Video Streaming using deep reinforcement learning

IM Ozcelik, C Ersoy - Journal of Network and Computer Applications, 2022 - Elsevier
Achieving a high Quality of Experience (QoE) in live event streaming is a challenging
problem given a low-latency requirement and time-varying network conditions. Adaptive …

Live 360 degree video delivery based on user collaboration in a streaming flock

L Sun, Y Mao, T Zong, Y Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Streaming of live 360-degree video allows users to follow a live event from any view point
and has already been deployed on some commercial platforms. However, the current …

LwTE-live: Light-weight Transcoding at the edge for live streaming

A Erfanian, H Amirpour, F Tashtarian… - Proceedings of the …, 2021 - dl.acm.org
Live video streaming is widely embraced in video services, and its applications have
attracted much attention in recent years. The increased number of users demanding high …

iStream Player: A Versatile Video Player Framework

A Ansari, M Wang - Proceedings of the 33rd Workshop on Network and …, 2023 - dl.acm.org
The increasing demand for video streaming in all forms draws significant research and
development attention, especially on the client-side for adaptive streaming services like …

SJA: Server-driven joint adaptation of loss and bitrate for multi-party realtime video streaming

K Shen, D Zhang, Z Zhu, L Zhang… - IEEE INFOCOM 2023 …, 2023 - ieeexplore.ieee.org
The outbreak of COVID-19 has dramatically promoted the explosive proliferation of multi-
party realtime video streaming (MRVS) services, represented by Zoom and Microsoft Teams …

DSJA: Distributed Server-Driven Joint Route Scheduling and Streaming Adaptation for Multi-Party Realtime Video Streaming

D Zhang, H Zhu, K Shen, D Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The widespread availability of convenient wireless network connection and video capture
have fueled the development of multi-party realtime video streaming (MRVS) services, such …

Energy-efficient resource allocation in multi-tenant edge computing using Markov decision processes

A Spallina, A Araldo, T Chahed… - NOMS 2022-2022 …, 2022 - ieeexplore.ieee.org
We address the problem of a Network Operator (NO) owning limited resources at the
network edge. The NO wishes to enable advanced services, by virtualizing and allocating …

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 …