VIRTUALIZATION

作品数：184被引量：193H指数：5
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Priority-Aware Resource Allocation for VNF Deployment in Service Function Chains Based on Graph Reinforcement Learning
《Computers, Materials & Continua》2025年第5期1649-1665,共17页Seyha Ros Seungwoo Kang Taikuong Iv Inseok Song Prohim Tam Seokhoon Kim 
supported by Institute of Information&Communications Technology Planning and Evaluation(IITP)grant funded by the Korean government(MSIT)(No.RS-2022-00167197,Development of Intelligent 5G/6G Infrastructure Technology for the Smart City);in part by the National Research Foundation of Korea(NRF),Ministry of Education,through the Basic Science Research Program under Grant NRF-2020R1I1A3066543;in part by BK21 FOUR(Fostering Outstanding Universities for Research)under Grant 5199990914048;in part by the Soonchunhyang University Research Fund.
Recently,Network Functions Virtualization(NFV)has become a critical resource for optimizing capability utilization in the 5G/B5G era.NFV decomposes the network resource paradigm,demonstrating the efficient utilization...
关键词：Deep reinforcement learning graph neural network multi-access edge computing network functions virtualization software-defined networking 
Advancing 5G Network Applications Lifecycle Security:An ML-Driven Approach
《Computer Modeling in Engineering & Sciences》2024年第11期1447-1471,共25页Ana Hermosilla Jorge Gallego-Madrid Pedro Martinez-Julia Jordi Ortiz Ved P.Kafle Antonio Skarmeta 
As 5th Generation(5G)and Beyond 5G(B5G)networks become increasingly prevalent,ensuring not only networksecurity but also the security and reliability of the applications,the so-called network applications,becomesof pa...
关键词：Network application network function virtualization machine learning SECURITY 5G 
Efficiency-optimized 6G:A virtual network resource orchestration strategy by enhanced particle swarm optimization
《Digital Communications and Networks》2024年第5期1221-1233,共13页Sai Zou Junrui Wu Haisheng Yu Wenyong Wang Lisheng Huang Wei Ni Yan Liu 
supported by the Social Scientific Research Foundation of China(21VSZ126).
The future Sixth-Generation (6G) wireless systems are expected to encounter emerging services with diverserequirements. In this paper, 6G network resource orchestration is optimized to support customized networkslicin...
关键词：VIRTUALIZATION Network function orchestration Network resource virtualized orchestration (NRVO) Particle swarm optimization(PSO) 
Service Function Chain Deployment Algorithm Based on Multi-Agent Deep Reinforcement Learning
《Computers, Materials & Continua》2024年第9期4875-4893,共19页Wanwei Huang Qiancheng Zhang Tao Liu YaoliXu Dalei Zhang 
The financial support fromthe Major Science and Technology Programs inHenan Province(Grant No.241100210100);National Natural Science Foundation of China(Grant No.62102372);Henan Provincial Department of Science and Technology Research Project(Grant No.242102211068);Henan Provincial Department of Science and Technology Research Project(Grant No.232102210078);the Stabilization Support Program of The Shenzhen Science and Technology Innovation Commission(Grant No.20231130110921001);the Key Scientific Research Project of Higher Education Institutions of Henan Province(Grant No.24A520042)is acknowledged.
Aiming at the rapid growth of network services,which leads to the problems of long service request processing time and high deployment cost in the deployment of network function virtualization service function chain(S...
关键词：Network function virtualization service function chain Markov decision process multi-agent reinforcement learning 
A hierarchical blockchain-enabled security-threat assessment architecture for IoV
《Digital Communications and Networks》2024年第4期1035-1047,共13页Yuanni Liu Ling Pan Shanzhi Chen 
supported in part by the Science and Technology Project Program of Sichuan under Grant 2022YFG0022;in part by the Science and Technology Research Program of Chongqing Municipal Education Commission under Grant KJZD-K202000602;in part by the General Program of Natural Science Foundation of Chongqing under Grant cstc2020jcyj-msxmX1021;in part by the Chongqing Natural Science Foundation of China under Grant cstc2020jcyj-msxmX0343.
In Internet of Vehicles(IoV),the security-threat information of various traffic elements can be exploited by hackers to attack vehicles,resulting in accidents,privacy leakage.Consequently,it is necessary to establish ...
关键词：Internet of vehicles Blockchain Edge computing Data virtualization Data service composition 
Position-aware packet loss optimization on service function chain placement
《Digital Communications and Networks》2024年第4期1057-1067,共11页Wenjie Liang Chengxiang Li Lin Cui Fung Po Tso 
supported by the National Natural Science Foundation of China(NSFC)No.62172189 and 61772235;the Natural Science Foundation of Guangdong Province No.2020A1515010771;the Science and Technology Program of Guangzhou No.202002030372;the UK Engineering and Physical Sciences Research Council(EPSRC)grants EP/P004407/2 and EP/P004024/1,and Innovate UK grant 106199-47198.
The advent of Network Function Virtualization(NFV)and Service Function Chains(SFCs)unleashes the power of dynamic creation of network services using Virtual Network Functions(VNFs).This is of great interest to network...
关键词：Network function virtualization Resource scheduling SFC deployment Packet loss 
Predicting an Optimal Virtual Data Model for Uniform Access to Large Heterogeneous Data
《Data Intelligence》2024年第2期504-530,共27页Chahrazed B.Bachir Belmehdi Abderrahmane Khiat Nabil Keskes 
the financial support of Fraunhofer Cluster of Excellence (CCIT)
The growth of generated data in the industry requires new efficient big data integration approaches for uniform data access by end-users to perform better business operations.Data virtualization systems,including Onto...
关键词：Data Virtualization Big Data OBDA Deep Learning 
Security Monitoring and Management for the Network Services in the Orchestration of SDN-NFV Environment Using Machine Learning Techniques被引量：1
《Computer Systems Science & Engineering》2024年第2期363-394,共32页Nasser Alshammari Shumaila Shahzadi Saad Awadh Alanazi Shahid Naseem Muhammad Anwar Madallah Alruwaili Muhammad Rizwan Abid Omar Alruwaili Ahmed Alsayat Fahad Ahmad 
This work was funded by the Deanship of Scientific Research at Jouf University under Grant Number(DSR2022-RG-0102).
Software Defined Network(SDN)and Network Function Virtualization(NFV)technology promote several benefits to network operators,including reduced maintenance costs,increased network operational performance,simplified ne...
关键词：Software defined network network function virtualization network function virtualization management and orchestration virtual infrastructure manager virtual network function Kubernetes Kubectl artificial intelligence machine learning 
An Adaptive Hybrid Optimization Strategy for Resource Allocation in Network Function Virtualization
《Computer Modeling in Engineering & Sciences》2024年第2期1617-1636,共20页Chumei Wen Delu Zeng 
the Fundamental Research Program of Guangdong,China,under Grants 2020B1515310023 and 2023A1515011281;in part by the National Natural Science Foundation of China under Grant 61571005.
With the rapid development of Network Function Virtualization(NFV),the problem of low resource utilizationin traditional data centers is gradually being addressed.However,existing research does not optimize both local...
关键词：NFV resource allocation decision-making optimization service function 
Performance Comparison of Hyper-V and KVM for Cryptographic Tasks in Cloud Computing
《Computers, Materials & Continua》2024年第2期2023-2045,共23页Nader Abdel Karim Osama A.Khashan Waleed K.Abdulraheem Moutaz Alazab Hasan Kanaker Mahmoud E.Farfoura Mohammad Alshinwan 
As the extensive use of cloud computing raises questions about the security of any personal data stored there,cryptography is being used more frequently as a security tool to protect data confidentiality and privacy i...
关键词：Cloud computing performance VIRTUALIZATION hypervisors HYPER-V KVM cryptographic algorithm 
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