Handling big data: research challenges and future directions

I Anagnostopoulos, S Zeadally, E Exposito - The Journal of …, 2016 - Springer
Today, an enormous amount of data is being continuously generated in all walks of life by all
kinds of devices and systems every day. A significant portion of such data is being captured …

Instantaneous throughput prediction in cellular networks: Which information is needed?

A Samba, Y Busnel, A Blanc, P Dooze… - 2017 IFIP/IEEE …, 2017 - ieeexplore.ieee.org
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 …

Differential privacy and IRS empowered intelligent energy harvesting for 6G Internet of Things

Q Pan, J Wu, X Zheng, W Yang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
In the era of the sixth generation (6G), the deployment of massive Internet of Things (IoT)
generates and processes large amounts of data, resulting in high energy demand and huge …

Transcoding live adaptive video streams at a massive scale in the cloud

R Aparicio-Pardo, K Pires, A Blanc… - Proceedings of the 6th …, 2015 - dl.acm.org
More and more users are watching online videos produced by non-professional sources
(eg, gamers, teachers of online courses, witnesses of public events) by using an …

Mechanisms for QoE optimisation of Video Traffic: A review paper

QM Qadir, AA Kist, Z Zhang - arxiv preprint arxiv:2008.09156, 2020 - arxiv.org
Transmission of video traffic over the Internet has grown exponentially in the past few years
with no sign of waning. This increasing demand for video services has changed user …

Quality-oriented rate control and resource allocation in time-varying OFDMA networks

Y Guo, Q Yang, KS Kwak - IEEE Transactions on Vehicular …, 2016 - ieeexplore.ieee.org
In this paper, we propose a resource management scheme for on-demand video streaming
in orthogonal frequency-division multiple access (OFDMA) networks with both time-varying …

Graph Transformer and LSTM Attention for VNF Multi-Step Workload Prediction in SFC

Y Wu, J Liu, C Wang, X **e, G Shi - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The knowledge on a Service Function Chain's (SFC's) resource requirements is an
indispensable prerequisite for proactive resource provisioning and run-time management of …

Migration-based dynamic and practical virtual streaming agent placement for mobile adaptive live streaming

J Liu, Q Yang, G Simon, W Cui - IEEE Transactions on Network …, 2017 - ieeexplore.ieee.org
Software defined networking (SDN) and network function virtualization have emerged as a
promising solution for elastic, dynamic, and scalable network management. A collection of …

Joint optimization for the delivery of multiple video channels in Telco-CDNs

F Zhou, J Liu, G Simon… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
The delivery of live video channels for services such as twitch. tv leverages the so-called
Telco-CDN-Content Delivery Network (CDN) deployed within the Internet Service Provider …

Mechanisms for QoE optimisation of Video Traffic: A review paper

AA Kist, Z ZHANG - Authorea Preprints, 2023 - authorea.com
Transmission of video traffic over the Internet has grown exponentially in the past few years
with no sign of waning. This increasing demand for video services has changed user …