249 citations · 1.8k across the 166 of their papers we have counts for
7 papers · 1 filter
Toward an Automated Auction Framework for Wireless Federated Learning Services Market
Yutao Jiao, Ping Wang, Dusit Niyato +2
In traditional machine learning, the central server first collects the data owners' private data together and then trains the model. However, people's concerns about data privacy p…
A Dynamic Reliability-Aware Service Placement for Network Function Virtualization (NFV)
Mohammad Karimzadeh Farshbafan, Vahid Shah-Mansouri, Dusit Niyato
Network softwarization is one of the major paradigm shifts in the next generation of networks. It enables programmable and flexible management and deployment of the network. Networ…
Dynamic Model for Network Selection in Next Generation HetNets with Memory-affecting Rational Users
Shaohan Feng, Dusit Niyato, Xiao Lu +2
Recently, due to the staggering growth of wireless data traffic, heterogeneous networks have drawn tremendous attention due to the capabilities of enhancing the capacity/coverage a…
Coverage Analysis of Integrated Sub-6GHz-mmWave Cellular Networks with Hotspots
Minwei Shi, Kai Yang, Zhu Han +1
Deploying Sub-6GHz networks together with millimeter wave (mmWave) is a promising solution to achieve high data rates in traffic hotspots while guaranteeing sufficient coverage, wh…
Blockchain Technologies for Smart Energy Systems: Fundamentals, Challenges and Solutions
Naveed UL Hassan, Chau Yuen, Dusit Niyato
In this paper, we discuss the integration of blockchain in smart energy systems. We present various blockchain technology solutions, review important blockchain platforms, and seve…
Federated Learning in Mobile Edge Networks: A Comprehensive Survey
Wei Yang Bryan Lim, Nguyen Cong Luong, Dinh Thai Hoang +5
In recent years, mobile devices are equipped with increasingly advanced sensing and computing capabilities. Coupled with advancements in Deep Learning (DL), this opens up countless…
Distributed Learning for Channel Allocation Over a Shared Spectrum
S. M. Zafaruddin, Ilai Bistritz, Amir Leshem +1
Channel allocation is the task of assigning channels to users such that some objective (e.g., sum-rate) is maximized. In centralized networks such as cellular networks, this task i…