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Guest Editorial Special Issue on Cybertwin-Driven 6G: Architectures, Methods, and Applications

Quan Yu, Miao Wang, Haibo Zhou, Jianbing Ni, Jiacheng Chen, Sandra Cespedes
2021 IEEE Internet of Things Journal  
The article "Adaptive artificial intelligence for resourceconstrained connected vehicles in cybertwin-driven 6G network" presents an adaptive AI framework based on efficient feature selection to cooperate  ...  Basically, it serves as the communication anchor of a user at the edge and performs fundamental authentication and network resources control functionalities.  ...  Quan Yu received the B.S. degree in information physics from Nanjing University, Nanjing, China, in 1986, the M.S. degree in radio wave propagation from Xidian University, Xi 'an, China, in 1988, and  ... 
doi:10.1109/jiot.2021.3115295 fatcat:xgba5phtbnhxhl7axogyhpseiu

Enhancing the Internet of Things with Knowledge-Driven Software-Defined Networking Technology: Future Perspectives

Yuhong Li, Xiang Su, Aaron Yi Ding, Anders Lindgren, Xiaoli Liu, Christian Prehofer, Jukka Riekki, Rahim Rahmani, Sasu Tarkoma, Pan Hui
2020 Sensors  
The deployment of IoT encounters several challenges, such as difficulties in controlling and managing IoT applications and networks, problems in programming existing IoT devices, long service provisioning  ...  In this paper, we argue that Software-defined Networking (SDN) together with the data generated by IoT applications can enhance the control and management of IoT in terms of flexibility and intelligence  ...  control of IoT networks through a concrete knowledge-driven SDN-based IoT architecture (KN-SDN-IoT) and an Industry IoT application.  ... 
doi:10.3390/s20123459 pmid:32575354 fatcat:zzrzqolkobgbpk3d2zetdtxvqi

Special issue on wireless sensor networks: from theory to practice

2011 Journal of Control Theory and Applications  
As a result, the application algorithms should be resource constrained and the network resource management should be application-driven, usually across multiple sensors and/or multiple network layers.  ...  an appropriate method for a particular activity recognition application.  ...  Jiguo Yu et al. present an energy-driven unequal clustering protocol (EDUC) for heterogeneous WSNs, together with an adaptive cluster head rotation scheme.  ... 
doi:10.1007/s11768-011-1029-8 fatcat:s35km6btd5cslawec2cjoovkoe

Mission-driven autonomous perception and fusion based on UAV swarm

He You
2020 Chinese Journal of Aeronautics  
be driven by the mission requirements, while each node in the network can autonomously avoid collisions and perform detection mission through limited resource sharing as well as complementarity of respective  ...  Considering the application environment being usually characterized by strong confrontation, high dynamics, and deep uncertainty, the distributed situational awareness system based on UAV swarm needs to  ...  Such an architecture is particularly important in resource-constrained complex networks.  ... 
doi:10.1016/j.cja.2020.02.027 fatcat:dlhxm3nig5gntldxw6fyhgwiam

Mobile Edge Service for Intersystem Handover

Evelina Pencheva, Ivaylo Atanasov, Denitsa Kireva-Mihova, Ventsislav Trifonov
2018 International Journal of Engineering & Technology  
Multi-access Edge Computing (MEC) appears to be an integrating technology for radio access networks to enhance the access capacity, optimize network performance and improve quality of experience for end  ...  As far as the development of advanced Application Programming Interfaces is a key area, we propose a new mobile edge service that enables 3rd party control on intersystem handover.  ...  Figure 6 Successful application-driven handover to a HRPD network Figure 7 shows an unsuccessful application-driven handover to a HRPD network.  ... 
doi:10.14419/ijet.v7i3.13.16341 fatcat:4p6zvexz4vevzbcjj5srf2mu2m

Blockchain-empowered Data-driven Networks: A Survey and Outlook [article]

Xi Li, Zehua Wang, Victor C.M. Leung, Hong Ji, Yiming Liu, Heli Zhang
2021 arXiv   pre-print
network control, and decentralized routing and resource managements.  ...  In this article, we present a survey on the existing research works on the application of blockchain technologies in computer networks, and identify challenges and potential solutions in the applications  ...  A deep learning method to optimize an auction-based resource allocation scheme for edge servers is presented in [154] . However, it only considers an individual edge server.  ... 
arXiv:2101.12375v1 fatcat:7f6udfdxajczxc6bjqdyzb3hyi

An Event-Triggered Robust Control and Bandwidth Scheduling Codesign Approach for Networked Control Systems with Uncertain Time Delays

Yun Niu, Yalin Liang
2019 Mathematical Problems in Engineering  
For networked control systems, the bandwidth resource is always limited; thus besides control performance, the efficient resource utilization is also crucial.  ...  The results show that the proposed event-triggered control and scheduling approach can achieve better control performances with lower average resource consumption in comparison with the time-based control  ...  Reference [21] proposed a method involved a joint design of an event-based control and scheduling strategy for improving the control performance and using the limited resources efficiently, but the work  ... 
doi:10.1155/2019/3596784 fatcat:fpg76khonze5dljjb6wh7pqld4

Artificial Intelligence (AI)-Centric Management of Resources in Modern Distributed Computing Systems [article]

Shashikant Ilager, Rajeev Muralidhar, Rajkumar Buyya
2020 arXiv   pre-print
Managing these resources efficiently to provide reliable services to end-users or applications is a challenging task.  ...  On the other hand, the Internet of Things (IoT)-driven applications are producing a huge amount of data that requires real-time processing and fast response.  ...  Many other methods explored problems such as device placement, scheduling, and application scaling using data-driven methods [16] , [17] .  ... 
arXiv:2006.05075v2 fatcat:tck54mz4yff3deesetflj34wke

Open Access to Resource Management in Multimedia Networks

Evelina Nikolova Pencheva, Ivaylo Ivanov Atanasov
2009 African Journal of Information & Communication Technology  
In the paper we take a closer look to the Parlay/OSA interfaces that allow third party applications to access the resource management functions in IMS.  ...  The paper is dedicated to mechanisms for open access to resource management in the Internet Protocol (IP) multimedia networks.  ...  Acknowledgement Notify about a network event that has occurred against end user active QoS features. Acknowledgement Stop notifications.  ... 
doi:10.5130/ajict.v5i1.1121 fatcat:a2r2eyn57ne7fnbalac3kqa3wa

Model-driven network emulation with virtual time machine

Jason Liu, Raju Rangaswami, Ming Zhao
2010 Proceedings of the 2010 Winter Simulation Conference  
VENICE employs a novel model-driven network emulation approach that combines simulation of large-scale network models and virtual-machine-based emulation of real distributed applications.  ...  The central thrust of this project is a novel model-driven network emulation approach for conducting large-scale network experiments.  ...  The load-driven resource management solution is based on online prediction of VM resource demand and dynamic adjustment of resource allocation and time dilation factor.  ... 
doi:10.1109/wsc.2010.5679120 dblp:conf/wsc/LiuRZ10 fatcat:iwfpcjgtezglrhaf4bqgic7kgu

Table of Contents

2020 IEEE Transactions on Industrial Informatics  
Sotiriadis 6042 Latency-Driven Parallel Task Data Offloading in Fog Computing Networks for Industrial Applications . . . . . . . . . . . . . . . . M. Mukherjee, S. Kumar, C. X. Mavromoustakis, G.  ...  Ding 5965 Cloud-Based Industrial Cyber-Physical System for Data-Driven Reasoning: A Review and Use Case on an Industry 4.0 Pilot Line . . . . . . . . . . . . . . . . . . . . . . . . . . . . A.  ... 
doi:10.1109/tii.2020.2991706 fatcat:qd4pu4njsrc77bols44pfermhy

Guest Editorial: Special Issue on AI Powered Network Management: Data-Driven Approaches Under Resource Constraints

Shuguang Cui, Liuqing Yang, Xiang Cheng
2018 IEEE Internet of Things Journal  
802.11p-based vehicular safety applications.  ...  With the fuel (IoT data) and the engine (AI), data-driven network management will enable us to dynamically and adaptively meet the spatio-temporal network demands in the most resource-aware and resource-smart  ...  : Data Driven Approaches Under Resource Constraints."  ... 
doi:10.1109/jiot.2018.2887323 fatcat:ige7tqb3o5f6lkrcd7e5ulqd7m

A Survey on Intent-Driven Networks

Lei Pang, Chungang Yang, Danyang Chen, Yanbo Song, Mohsen Guizani
2020 IEEE Access  
Intent-driven network (IDN) is a self-driving network that uses decoupling network control logic and closed-loop orchestration techniques to automate application intents.  ...  Finally, some future work is highlighted and wider applications of IDN are provided for further research. INDEX TERMS Future Internet architecture, intent-driven network, software defined network.  ...  Chopin is an intent-driven SDN resource management application [28] .  ... 
doi:10.1109/access.2020.2969208 fatcat:vzfei3ggmbcrnci6vqjr4zgpvq

Data-Driven Methods for Next Generation of Wireless Communication Networks

Vijayakumar Ponnusamy
2020 International Journal of Advanced Trends in Computer Science and Engineering  
Machine learning and Deep learning driven algorithms can facilitate to analyze and make efficient resource management.  ...  The network will be more dynamic, which requires an intelligent system to address those complex heterogeneous scenarios and to adapt to the dynamics of wireless channels and environments.  ...  Figure 2 : 2 DQN-based Anti-Jamming System. Figure 3 : 3 System Model for Data-Driven Methods for Next Generation of Wireless Communication Networks  ... 
doi:10.30534/ijatcse/2020/73942020 fatcat:ifrl2z27gbcrvjahwhj2nj3cla

Touch-Driven Interaction between Physical Space and Cyberspace with NFC

Longbiao Chen, Gang Pan, Shijian Li
2011 2011 International Conference on Internet of Things and 4th International Conference on Cyber, Physical and Social Computing  
Compared with recognition-based interactions, touchdriven interaction features full user controllability, fine-grain accuracy and high usability.  ...  We also present several applications, including Touch&Connect, Touch&Watch, Touch&Listen and Touch&MakeFriends, to demonstrate touch-driven interaction, and conclude that such interaction is both intuitive  ...  These challenges include user controllability, accuracy and usability. We discussed several interaction methods and proposed touch-driven, NFC-based interaction to address these challenges.  ... 
doi:10.1109/ithings/cpscom.2011.133 dblp:conf/ithings/ChenPL11 fatcat:e4e2ua7odrepfdm3miyqsi2wzu
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