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most citedA Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges

2.7k citations

Showing 2018 · cs.NIShow all

17 papers · 2 filters

cs.NI2018★ 448 cited

Dynamic Task Offloading and Resource Allocation for Ultra-Reliable Low-Latency Edge Computing

Chen-Feng Liu, Mehdi Bennis, Merouane Debbah +1

To overcome devices' limitations in performing computation-intense applications, mobile edge computing (MEC) enables users to offload tasks to proximal MEC servers for faster task…

cs.NI2018★ 54 cited

Ultra-Reliable Low-Latency Vehicular Networks: Taming the Age of Information Tail

Mohamed K. Abdel-Aziz, Chen-Feng Liu, Sumudu Samarakoon +2

While the notion of age of information (AoI) has recently emerged as an important concept for analyzing ultra-reliable low-latency communications (URLLC), the majority of the exist…

cs.NI2018★ 28 cited

Wireless Terahertz System Architectures for Networks Beyond 5G

Alexandros-Apostolos A. Boulogeorgos, Angeliki Alexiou, Dimitrios Kritharidis +15

The present white paper focuses on the system requirements of TERRANOVA. Initially details the key use cases for the TERRANOVA technology and presents the description of the networ…

cs.NI2018

Learning to Entangle Radio Resources in Vehicular Communications: An Oblivious Game-Theoretic Perspective

Xianfu Chen, Celimuge Wu, Mehdi Bennis +2

This paper studies the problem of non-cooperative radio resource scheduling in a vehicle-to-vehicle communication network. The technical challenges lie in high vehicle mobility and…

cs.NI2018

Inter-Operator Infrastructure Sharing: Trade-offs and Market

Tachporn Sanguanpuak, Sudarshan Guruacharya, Ekram Hossain +1

We model the problem of infrastructure sharing among mobile network operators (MNOs) as a multiple-seller single-buyer market where the MNOs are able to share their own base statio…

cs.NI2018

On Spectrum Sharing Among Micro-Operators in 5G

Tachporn Sanguanpuak, Sudarshan Guruacharya, Ekram Hossain +2

The growing demand in indoor small cell networks has given rise to the concept of micro-operators (MOs) for local service delivery. We model and analyze a spectrum sharing system i…