A comprehensive survey on coded distributed computing: Fundamentals, challenges, and networking applications

JS Ng, WYB Lim, NC Luong, Z Xiong… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Distributed computing has become a common approach for large-scale computation tasks
due to benefits such as high reliability, scalability, computation speed, and cost …

DRL-QOR: Deep reinforcement learning-based QoS/QoE-aware adaptive online orchestration in NFV-enabled networks

J Chen, J Chen, H Zhang - IEEE Transactions on Network and …, 2021 - ieeexplore.ieee.org
Faced with fluctuating network traffic and unknown underlying network traffic dynamics,
developing an effective orchestration model with low network cost is still a critical issue in …

A survey of coded distributed computing

JS Ng, WYB Lim, NC Luong, Z Xiong… - arXiv preprint arXiv …, 2020 - arxiv.org
Distributed computing has become a common approach for large-scale computation of tasks
due to benefits such as high reliability, scalability, computation speed, and costeffectiveness …

Latency optimization for coded computation straggled by wireless transmission

F Wu, L Chen - IEEE Wireless Communications Letters, 2020 - ieeexplore.ieee.org
Although distributed computing is an efficient solution to large-scale computational tasks, its
performance is determined by the slowest computing nodes, ie, the computation stragglers …

Coded computation against processing delays for virtualized cloud-based channel decoding

M Aliasgari, J Kliewer… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The uplink of a cloud radio access network architecture is studied in which decoding at the
cloud takes place via network function virtualization on commercial off-the-shelf servers. In …

Coded computation against straggling decoders for network function virtualization

M Aliasgari, J Kliewer… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
The uplink of a cloud radio access network architecture is studied in which decoding at the
cloud takes place via network function virtualization (NFV) on commercial off-the-shelf …

Diversity and Network coded 5G fronthaul wireless networks for ultra reliable and low latency communications

NI Sulieman, E Balevi, K Davaslioglu… - 2017 IEEE 28th …, 2017 - ieeexplore.ieee.org
This paper is directed towards improving both throughput and reliability of 5G wireless
Cloud Radio Access Networks (C-RANs) by the synergistic combination of Diversity Coding …

QMORA: A Q-learning based multi-objective resource allocation scheme for NFV orchestration

J Chen, J Chen, R Hu, H Zhang - 2020 IEEE 91st Vehicular …, 2020 - ieeexplore.ieee.org
To satisfy the various quality-of-service (QoS) re-quirements with minimum network costs,
network functions virtualization (NFV) is proposed as an emerging wireless architecture that …

Optimum transmission delay for function computation in NFV-based networks: The role of network coding and redundant computing

B Tahmasebi, MA Maddah-Ali… - IEEE Journal on …, 2018 - ieeexplore.ieee.org
In this paper, we study the problem of delay minimization in network function virtualization-
based networks. In such systems, the ultimate goal of any request is to compute a sequence …

Dynamic deployment and traffic scheduling of UPF in 5G networks

RR Maaliw, H Byeon, R Kumar… - Networks Attack Detection …, 2024 - taylorfrancis.com
To achieve dynamic deployment of the user plane in the 5G core network, a multi-stage
planning technique based on Benders decomposition is provided for the deployment and …