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A Survey on Task Scheduling of CPU-GPU Heterogeneous Cluster
《ZTE Communications》2024年第3期83-90,共8页ZHOU Yiheng ZENG Wei ZHENG Qingfang LIU Zhilong CHEN Jianping 
supported by ZTE‑University‑Institute Fund Project under Grant No.IA20230629009.
This paper reviews task scheduling frameworks,methods,and evaluation metrics of central processing unit-graphics processing unit(CPU-GPU)heterogeneous clusters.Task scheduling of CPU-GPU heterogeneous clusters can be ...
关键词:CPU-GPU heterogeneous cluster task scheduling heuristic task scheduling statistic task scheduling PARALLELIZATION 
Multi-View Image-Based 3D Reconstruction in Indoor Scenes:A Survey
《ZTE Communications》2024年第3期91-98,共8页LU Ping SHI Wenzhe QIAO Xiuquan 
supported by ZTE Industry University Institute Cooperation Funds under Grant No.HCCN20221102002.
Three-dimensional reconstruction technology plays an important role in indoor scenes by converting objects and structures in indoor environments into accurate 3D models using multi-view RGB images.It offers a wide ran...
关键词:3D reconstruction MVS NeRF neural implicit surface 
Intelligence Driven Wireless Networks in B5G and 6G Era:A Survey被引量:2
《ZTE Communications》2024年第3期99-105,共7页GAO Yin CHEN Jiajun LI Dapeng 
supported in part by the National Natural Science Foundation of China under Grant No.62201266;in part by the Natural Science Foundation of Jiangsu Province under Grant No.BK20210335.
As the wireless communication network undergoes continuous expansion,the challenges associated with network management and optimization are becoming increasingly complex.To address these challenges,the emerging artifi...
关键词:intelligent network native AI load prediction trajectory prediction 
Perceptual Quality Assessment for Point Clouds:A Survey
《ZTE Communications》2023年第4期3-16,共14页ZHOU Yingjie ZHANG Zicheng SUN Wei MIN Xiongkuo ZHAI Guangtao 
A point cloud is considered a promising 3D representation that has achieved wide applications in several fields.However,quality degradation inevitably occurs during its acquisition and generation,communication and tra...
关键词:point cloud quality assessment PCQA databases subjective quality assessment objective quality assessment 
Federated Learning for 6G:A Survey From Perspective of Integrated Sensing,Communication and Computation
《ZTE Communications》2023年第2期25-33,共9页ZHAO Moke HUANG Yansong LI Xuan 
With the rapid advancements in edge computing and artificial intelligence,federated learning(FL)has gained momentum as a promising approach to collaborative data utilization across organizations and devices,while ensu...
关键词:integrated sensing communication and computation federated learning data heterogeneity limited resources 
Security in Edge Blockchains:Attacks and Countermeasures
《ZTE Communications》2022年第4期3-14,共12页CAO Yinfeng CAO Jiannong WANG Yuqin WANG Kaile LIU Xun 
supported by the Research Institute for Artificial Intelligence of Things,The Hong Kong Polytechnic University,HK RGC Collaborative Research Fund(CRF)under Grant No.C2004-21GF.
Edge blockchains,the blockchains running on edge computing infrastructures,have attracted a lot of attention in recent years.Thanks to data privacy,scalable computing resources,and distributed topology nature of edge ...
关键词:blockchain edge computing SECURITY SURVEY 
A Survey of Federated Learning on Non-IID Data
《ZTE Communications》2022年第3期17-26,共10页HAN Xuming GAO Minghan WANG Limin HE Zaobo WANG Yanze 
Federated learning(FL) is a machine learning paradigm for data silos and privacy protection,which aims to organize multiple clients for training global machine learning models without exposing data to all parties.Howe...
关键词:data heterogeneity federated learning non-IID data 
A Survey of Intelligent Sensing Technologies in Autonomous Driving被引量:1
《ZTE Communications》2021年第3期56-63,共8页SHAO Hong XIE Daxiong HUANG Yihua 
Intelligent perception technology of sensors in autonomous vehicles has been deeply integrated with the algorithm of autonomous driving.This paper provides a survey of the impact of sensing technologies on autonomous ...
关键词:autonomous vehicles neuron network automotive electronics sensor fusion 
Leaky-Wave Antennas for 5G/B5G Mobile Communication Systems:A Survey
《ZTE Communications》2020年第3期3-11,41,共10页HE Yejun JIANG Jiachun ZHANG Long LI Wenting WONG Sai-Wai DENG Wei CHI Baoyong 
the National Natural Science Foundation of China(NSFC)under Grants 62071306 and 61801299;in part by the Mobil⁃ity Program for Taiwan Young Scientists under Grant RW2019TW001;and in part by Shenzhen Science and Technology Program under Grants GJHZ20180418190529516 and JSGG20180507183215520.
Since leaky-wave antennas(LWAs)have the advantages of high directivity,low loss and structural simplicity,LWAs are very suitable for designing millimeter-wave(mmW)antennas.The purpose of this paper is to review the la...
关键词:5G/B5G beam-scanning frequency-fixed fixed-beam millimeter-wave(mmW) leaky-wave antenna(LWA) 
A Survey on Machine Learning Based Proactive Caching被引量:2
《ZTE Communications》2019年第4期46-55,共10页Stephen ANOKYE Mohammed SEID SUN Guolin 
The world today is experiencing an enormous increase in data traffic,coupled with demand for greater quality of experience(QoE)and performance.Increasing mobile traffic leads to congestion of backhaul networks.One pro...
关键词:mobile EDGE CACHING REINFORCEMENT learning unmanned AERIAL vehicle 
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