Application prioritization engine for enhancing real-time performance in Smartphones

MR Kanagarathinam, KM Sivalingam… - … on Network and …, 2023 - ieeexplore.ieee.org
Smartphone consumers use various applications (apps), including online gaming, chat,
streaming, video calling, and social networking. The smartphone relies on the network …

[HTML][HTML] DeX: Deep learning-based throughput prediction for real-time communications with emphasis on traffic eXtremes

T Song, P Garza, M Meo, MM Munafò - Computer Networks, 2024 - Elsevier
Recent years have witnessed a remarkable upsurge in the global proliferation of Real-Time
Communications (RTC) applications, a trend propelled by the flourishing advancement of …

Packet Loss in Real-Time Communications: Can ML Tame its Unpredictable Nature?

T Song, G Perna, P Garza, M Meo… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Due to the flourishing development of networks, and abetted by the Covid-19 pandemic, we
have witnessed an exponential surge in the global proliferation of Real-Time …

Inferring Video Streaming Quality of Real-time Communication inside Network

Y Zhang, S Cheng, Z Guo… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Real-time video streaming is getting indispensable in people's daily life, and poses heavy
loads and stringent performance requirements on the network. For Internet Service …

Where did my packet go? Real-time prediction of losses in networks

T Song, D Markudova, G Perna… - ICC 2023-IEEE …, 2023 - ieeexplore.ieee.org
Real-time communication (RTC) platforms have undergone a consistent increase in
popularity in recent years, and nowadays, they are fundamental for both work and leisure …

TDS-KRFI: Reference Frame Identification for Live Web Streaming Toward HTTP Flash Video Protocol

D Niu, G Cheng, Z Chen - IEEE Transactions on Network and …, 2023 - ieeexplore.ieee.org
Live Web streaming occupies a large proportion of network traffic, and various live streaming
platforms use HTTP-FLV protocol to transmit streaming. The content-aware strategy that …

Examining the Role of Webrtc in Enabling Real-Time Communication Security

M Sharma - … and Optimization (Trends and Future Directions) …, 2024 - ieeexplore.ieee.org
The requirement for secure and efficient remote work solutions has been increased by the
Covid-19 outbreak. One potential technology for this purpose is WebRTC, which allows real …

[PDF][PDF] Merging Passive and Active Measurements: Machine Learning for Network Monitoring

G Perna - 2024 - tesidottorato.depositolegale.it
In the modern era, it is hard to imagine life without the Internet. More than half of the global
population is connected 1. Digital networks, much like the human nervous system, play a …

[PDF][PDF] Machine learning for Quality of Experience in real-time applications

D Markudova - 2023 - core.ac.uk
Internet real-time communication (RTC) platforms include any application that streams audio
and video in real-time, such as video-conferencing applications (VCAs) and cloud gaming …

Random Video Call and Chat Application Using Web RTC and Firebase Based on Mobile

TL Davyan, L Marlina, A Khaliq - Journal of Information Technology …, 2024 - ysmk.org
Humans as social beings, require communication and interaction. Communication
technology found in smartphones plays a crucial role in accelerating access to social media …