A survey of anticipatory mobile networking: Context-based classification, prediction methodologies, and optimization techniques
A growing trend for information technology is to not just react to changes, but anticipate them
as much as possible. This paradigm made modern solutions, such as recommendation …
as much as possible. This paradigm made modern solutions, such as recommendation …
Distributed radio map reconstruction for 5G automotive
VP Chowdappa, C Botella… - IEEE Intelligent …, 2018 - ieeexplore.ieee.org
Radio maps are expected to be an essential tool for the resource optimization and
management of 5G automotive. In this paper, we consider the problem of radio map …
management of 5G automotive. In this paper, we consider the problem of radio map …
Joint chance-constrained predictive resource allocation for energy-efficient video streaming
Predictive resource allocation (PRA) techniques that exploit knowledge of the future signal
strength along roads have recently been recognized as promising approaches to save base …
strength along roads have recently been recognized as promising approaches to save base …
Energy-saving predictive resource planning and allocation
C Yao, C Yang, Z Xiong - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Predictive resource allocation is an emerging approach to improve the performance of
mobile systems as human behavior is reported predictable by leveraging big data analytics …
mobile systems as human behavior is reported predictable by leveraging big data analytics …
Robust content delivery and uncertainty tracking in predictive wireless networks
Predictive resource allocations (PRAs) have recently gained attention in wireless network
literature due to their significant energy-savings and quality of service (QoS) gains. This …
literature due to their significant energy-savings and quality of service (QoS) gains. This …
4G LTE network data collection and analysis along public transportation routes
H Elsherbiny, AM Nagib, H Abou-zeid… - … 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
With the advancements in wireless network technologies over the past few decades and the
deployment of 4G LTE networks, the capabilities and services provided to end-users have …
deployment of 4G LTE networks, the capabilities and services provided to end-users have …
Utilization of stochastic modeling for green predictive video delivery under network uncertainties
Predictive resource allocation (PRA) has gained momentum in the network research
community as a way to cope with the exponential increase in video traffic. Existing PRA …
community as a way to cope with the exponential increase in video traffic. Existing PRA …
Predictive two-timescale resource allocation for VoD services in fast moving scenarios
With the burgeoning video applications in 5G/B5G, the requirements for video frame quality
and playback smoothness are equally strict but challenging to satisfy simultaneously …
and playback smoothness are equally strict but challenging to satisfy simultaneously …
Fair robust predictive resource allocation for video streaming under rate uncertainties
R Atawia, HS Hassanein… - 2016 IEEE Global …, 2016 - ieeexplore.ieee.org
Predictive Resource Allocation (PRA) has demonstrated its ability to provide smooth video
delivery with minimal and fair interruptions. Recent work on PRA techniques exploited rate …
delivery with minimal and fair interruptions. Recent work on PRA techniques exploited rate …
Chance-constrained QoS satisfaction for predictive video streaming
The promising energy saving and QoS gains of Predictive Resource Allocation (PRA)
techniques have recently been recognized in the wireless network research community …
techniques have recently been recognized in the wireless network research community …