Online optimization of dnn inference network utility in collaborative edge computing
Collaborative Edge Computing (CEC) is an emerging paradigm that collaborates
heterogeneous edge devices as a resource pool to compute DNN inference tasks in …
heterogeneous edge devices as a resource pool to compute DNN inference tasks in …
Learning-NUM: Network utility maximization with unknown utility functions and queueing delay
Network Utility Maximization (NUM) studies the problems of allocating traffic rates to network
users in order to maximize the users' total utility subject to network resource constraints. In …
users in order to maximize the users' total utility subject to network resource constraints. In …
Network utility maximization with unknown utility functions: A distributed, data-driven bilevel optimization approach
Fair resource allocation is one of the most important topics in communication networks.
Existing solutions almost exclusively assume each user utility function is known and …
Existing solutions almost exclusively assume each user utility function is known and …
Cost-effective low-delay design for multiparty cloud video conferencing
Multiparty cloud video conferencing architecture has been recently advocated to exploit rich
computing and bandwidth resources in the cloud to effectively improve video conferencing …
computing and bandwidth resources in the cloud to effectively improve video conferencing …
Online network utility maximization: Algorithm, competitive analysis, and applications
In this article, we consider an online version of the well-studied network utility maximization
problem, where users arrive one by one and a network operator makes irrevocable rate …
problem, where users arrive one by one and a network operator makes irrevocable rate …
A resource allocation framework for adaptive video streaming over LTE
The ever-increasing demand for multimedia applications on mobile devices is set to pose
considerable challenges on the bandwidth allocation mechanisms in LTE and future …
considerable challenges on the bandwidth allocation mechanisms in LTE and future …
Multiperiod network rate allocation with end-to-end delay constraints
MH Hajiesmaili, MS Talebi… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
QoS-aware networking applications such as real-time streaming and video surveillance
systems require nearly fixed average end-to-end delay over long periods to communicate …
systems require nearly fixed average end-to-end delay over long periods to communicate …
Utility-optimal dynamic rate allocation under average end-to-end delay requirements
MH Hajiesmaili, MS Talebi… - 2015 54th IEEE …, 2015 - ieeexplore.ieee.org
QoS-aware networking applications such as real-time streaming and video surveillance
systems require nearly fixed average end-to-end delay over long periods to communicate …
systems require nearly fixed average end-to-end delay over long periods to communicate …
[PDF][PDF] Priority scheduling for multipath video transmission in WMSNS
In video data transmission over Wireless Multimedia Sensor Networks (WMSNs), in which
network congestion and link failures are main characteristics, providing Quality-of-Service …
network congestion and link failures are main characteristics, providing Quality-of-Service …
Optimizing the quality of information of networked machine learning agents
Quality of information (QoI) and quality of experience (QoE) are related notions that capture
the general idea that a network's finite resources should be allocated in a manner that …
the general idea that a network's finite resources should be allocated in a manner that …