b'Huaiyu Dai'

Spectral Graph Theory Based Resource Allocation for IRS-Assisted Multi-Hop Edge Computing

The performance of mobile edge computing (MEC) depends critically on the...
02/06/2021 ∙ by Huilian Zhang, et al. ∙ 0 ∙ share

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Application of Deep Learning to Sphere Decoding for Large MIMO Systems

Although the sphere decoder (SD) is a powerful detector for multiple-inp...
10/26/2020 ∙ by Nhan Thanh Nguyen, et al. ∙ 0 ∙ share

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Hybrid Beamforming and Adaptive RF Chain Activation for Uplink Cell-Free Millimeter-Wave Massive MIMO Systems

In this work, we investigate hybrid analog–digital beamforming (HBF) arc...
10/19/2020 ∙ by Nhan Thanh Nguyen, et al. ∙ 0 ∙ share

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Distributed ADMM with Synergetic Communication and Computation

In this paper, we propose a novel distributed alternating direction meth...
09/29/2020 ∙ by Zhuojun Tian, et al. ∙ 0 ∙ share

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A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions

The combinatorial auction (CA) is an efficient mechanism for resource al...
09/29/2020 ∙ by Mengyuan Lee, et al. ∙ 0 ∙ share

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Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks

One of the popular methods for distributed machine learning (ML) is fede...
07/18/2020 ∙ by Seyyedali Hosseinalipour, et al. ∙ 0 ∙ share

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From Federated Learning to Fog Learning: Towards Large-Scale Distributed Machine Learning in Heterogeneous Wireless Networks

Contemporary network architectures are pushing computing tasks from the ...
06/07/2020 ∙ by Seyyedali Hosseinalipour, et al. ∙ 0 ∙ share

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On the Design of Communication Efficient Federated Learning over Wireless Networks

Recently, federated learning (FL), as a promising distributed machine le...
04/15/2020 ∙ by Richeng Jin, et al. ∙ 0 ∙ share

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Energy-aware Allocation of Graph Jobs in Vehicular Cloud Computing-enabled Software-defined IoV

Software-defined internet of vehicles (SDIoV) has emerged as a promising...
04/04/2020 ∙ by Minghui LiWang, et al. ∙ 0 ∙ share

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A Truthful Auction for Graph Job Allocation in Vehicular Cloud-assisted Networks

Vehicular cloud computing has emerged as a promising solution to fulfill...
03/27/2020 ∙ by Zhibin Gao, et al. ∙ 0 ∙ share

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GeoDA: a geometric framework for black-box adversarial attacks

Adversarial examples are known as carefully perturbed images fooling ima...
03/13/2020 ∙ by Ali Rahmati, et al. ∙ 0 ∙ share

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Accelerating Generalized Benders Decomposition for Wireless Resource Allocation

Generalized Benders decomposition (GBD) is a globally optimal algorithm ...
03/03/2020 ∙ by Mengyuan Lee, et al. ∙ 0 ∙ share

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Stochastic-Sign SGD for Federated Learning with Theoretical Guarantees

Federated learning (FL) has emerged as a prominent distributed learning ...
02/25/2020 ∙ by Richeng Jin, et al. ∙ 17 ∙ share

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Precoder Design for mmWave UAV Communications with Physical Layer Security

The integration of unmanned aerial vehicles (UAVs) into the terrestrial ...
02/17/2020 ∙ by Sung Joon Maeng, et al. ∙ 0 ∙ share

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Physical Layer Security for NOMA Transmission in mmWave Drone Networks

The non-orthogonal multiple access (NOMA) and millimeter-wave (mmWave) t...
01/14/2020 ∙ by Yavuz Yapici, et al. ∙ 0 ∙ share

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Multi-Task Offloading over Vehicular Clouds under Graph-based Representation

Vehicular cloud computing has emerged as a promising paradigm for realiz...
12/12/2019 ∙ by Minghui LiWang, et al. ∙ 0 ∙ share

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Low-Resolution Limited-Feedback NOMA for mmWave Communications

The spectrum-efficient millimeter-wave (mmWave) communications has recen...
10/01/2019 ∙ by Yavuz Yapici, et al. ∙ 0 ∙ share

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Dynamic Interference Management for UAV-Assisted Wireless Networks

The deployment of unmanned aerial vehicles (UAVs) is proliferating as th...
09/26/2019 ∙ by Ali Rahmati, et al. ∙ 0 ∙ share

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Interference Avoidance Position Planning in Dual-hop and Multi-hop UAV Relay Networks

We consider unmanned aerial vehicle (UAV)-assisted wireless communicatio...
07/02/2019 ∙ by Seyyedali Hosseinalipour, et al. ∙ 0 ∙ share

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Quantifying Differential Privacy of Gossip Protocols in General Networks

In this work, we generalize the study of quantifying the differential pr...
05/18/2019 ∙ by Yufan Huang, et al. ∙ 0 ∙ share

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Interference Avoidance in UAV-Assisted Networks: Joint 3D Trajectory Design and Power Allocation

The use of the unmanned aerial vehicle (UAV) has been foreseen as a prom...
04/16/2019 ∙ by Ali Rahmati, et al. ∙ 0 ∙ share

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Prevention and Mitigation of Catastrophic Failures in Demand-Supply Interdependent Networks

We propose a generic system model for a special category of interdepende...
03/21/2019 ∙ by Seyyedali Hosseinalipour, et al. ∙ 0 ∙ share

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Optimal Time Allocation in VANETs Advertising: A Price-based Approach using Stackelberg Game

Vehicular ad-hoc networks (VANETs) have recently attracted a lot of atte...
03/11/2019 ∙ by Ali Rahmati, et al. ∙ 0 ∙ share

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Allocation of Computation-Intensive Graph Jobs over Vehicular Clouds

Recent years have witnessed dramatic growth in smart vehicles and comput...
03/07/2019 ∙ by Minghui LiWang, et al. ∙ 0 ∙ share

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Interference Avoidance Position Planning in UAV-assisted Wireless Communication

We consider unmanned aerial vehicle (UAV)-assisted wireless communicatio...
03/04/2019 ∙ by Seyyedali Hosseinalipour, et al. ∙ 0 ∙ share

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Distributed Byzantine Tolerant Stochastic Gradient Descent in the Era of Big Data

The recent advances in sensor technologies and smart devices enable the ...
02/27/2019 ∙ by Richeng Jin, et al. ∙ 0 ∙ share

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SLNR Based Precoding for One-Bit Quantized Massive MIMO in mmWave Communications

Massive multiple-input multiple-output (MIMO) is a key technology for 5G...
02/12/2019 ∙ by Yavuz Yapici, et al. ∙ 0 ∙ share

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Dynamic Mobility-Aware Interference Avoidance for Aerial Base Stations in Cognitive Radio Networks

Aerial base station (ABS) is a promising solution for public safety as i...
01/09/2019 ∙ by Ali Rahmati, et al. ∙ 0 ∙ share

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Enhancing Physical Layer Security for NOMA Transmission in mmWave Drone Networks

Physical layer security (PLS) is critically important for emerging wirel...
12/04/2018 ∙ by Nadisanka Rupasinghe, et al. ∙ 0 ∙ share

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Decentralized Differentially Private Without-Replacement Stochastic Gradient Descent

While machine learning has achieved remarkable results in a wide variety...
09/08/2018 ∙ by Richeng Jin, et al. ∙ 0 ∙ share

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Allocation of Graph Jobs in Geo-Distributed Cloud Networks

Recently, processing of big-data has drawn tremendous attention, where c...
08/13/2018 ∙ by Seyyedali Hosseinalipour, et al. ∙ 0 ∙ share

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A Two-Stage Auction Mechanism for Cloud Resource Allocation

With the recent growth in the size of cloud computing business, handling...
07/11/2018 ∙ by Seyyedali Hosseinalipour, et al. ∙ 0 ∙ share

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Age-Optimal Trajectory Planning for UAV-Assisted Data Collection

Unmanned aerial vehicle (UAV)-aided data collection is a new and promisi...
04/25/2018 ∙ by Juan Liu, et al. ∙ 0 ∙ share

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A Computation Offloading Incentive Mechanism with Delay and Cost Constraints under 5G Satellite-ground IoV architecture

The 5G Internet of Vehicles has become a new paradigm alongside the grow...
04/05/2018 ∙ by Minghui LiWang, et al. ∙ 0 ∙ share

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Delay Optimal Scheduling for Energy Harvesting Based Communications

Green communication attracts increasing research interest recently. Equi...
08/23/2013 ∙ by Juan Liu, et al. ∙ 0 ∙ share

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Huaiyu Dai

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