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 
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 
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 
Optimizing Resource Allocation Framework for Multi-Cloud Environment
《Computers, Materials & Continua》2023年第5期4119-4136,共18页Tahir Alyas Taher M.Ghazal Badria Sulaiman Alfurhood Ghassan F.Issa Osama Ali Thawabeh Qaiser Abbas 
Cloud computingmakes dynamic resource provisioning more accessible.Monitoring a functioning service is crucial,and changes are made when particular criteria are surpassed.This research explores the decentralized multi...
关键词:Multi-cloud query optimization cloud resources allocation MODELLING VIRTUALIZATION 
Transparent Access to Heterogeneous IoT Based on Virtual Resources
《Computers, Materials & Continua》2023年第3期4983-4999,共17页Wenquan Jin Sunhwan Lim Young-Ho Suh Chanwon Park Dohyeun Kim 
This work was supported by the Institute of Information&communications Technology Planning&Evaluation(IITP)grant funded by the Korea government(MSIT)(2020-0-00048,Development of 5G-IoT Trustworthy AI-Data Commons Framework).
The Internet of Things(IoT)inspires industries to deploy a massive number of connected devices to provide smart and ubiquitous services to influence our daily life.Edge computing leverages sufficient computation and s...
关键词:Internet of things edge computing edge gateway transparent computing VIRTUALIZATION resource directory virtual resource 
Edge robotics:are we ready?an experimental evaluation of current vision and future directions
《Digital Communications and Networks》2023年第1期166-174,共9页Milan Groshev Gabriele Baldoni Luca Cominardi Antonio de la Oliva Robert Gazda 
funded by European Union's Horizon 2020 research and innovation programme under grant agreement No 101015956;the Spanish Ministry of Economic Affairs and Digital Transformation and the European Union-NextGenerationEU through the UNICO5GI+D 6G-EDGEDT and 6G-DATADRIVEN.
Cloud-based robotics systems leverage a wide range of Information Technologies(IT)to offer tangible benefits like cost reduction,powerful computational capabilities,data offloading,etc.However,the centralized nature o...
关键词:Edge robotics experimental fog MEC Virtualization ROS Fog05 
Optimize the Deployment and Integration for Multicast-Oriented Virtual Network Function Tree
《Journal of Beijing Institute of Technology》2022年第5期513-523,共11页Ying Chang Hongxue Yang Qinghua Zhu 
supported by the R&D Program of Beijing Municipal Education Commission(Nos.KM202110858003 and2022X003-KXD)。
Due to the development of network technology,the number of users is increasing rapidly,and the demand for emerging multicast services is becoming more and more abundant,traffic data is increasing day by day,network no...
关键词:MULTICAST service function chain(SFC) network functions virtualization(NFV) software defined network(SDN) Viterbi-algorithm 
An Efficient On-Demand Virtual Machine Migration in Cloud Using Common Deployment Model
《Computer Systems Science & Engineering》2022年第7期245-256,共12页C.Saravanakumar R.Priscilla B.Prabha A.Kavitha M.Prakash C.Arun 
Cloud Computing provides various services to the customer in aflex-ible and reliable manner.Virtual Machines(VM)are created from physical resources of the data center for handling huge number of requests as a task.Thes...
关键词:Cloud computing VIRTUALIZATION HYPERVISOR VMmigration virtual machine 
NfvInsight:A Framework for Automatically Deploying and Benchmarking VNF Chains
《Journal of Computer Science & Technology》2022年第3期680-698,共19页Tian-Ni Xu Hai-Feng Sun Di Zhang Xiao-Ming Zhou Xiu-Feng Sui Sa Wang Qun Huang Yun-Gang Bao 
the National Key Research and Development Program of China under Grant No.2019YFB1802600;the National Natural Science Foundation of China under Grant Nos.61420106013,61702480,61672499,and 61802365;the Youth Innovation Promotion Association of Chinese Academy of Sciences under Grant Nos.2013073 and 2020105;the Guangdong Province Key Laboratory of Popular High Performance Computers under Grant No.2017B030314073.
With the advent of virtualization techniques and software-defined networking(SDN),network function virtualization(NFV)shifts network functions(NFs)from hardware implementations to software appliances,between which exi...
关键词:network function virtualization(NFV) service chain performance bottleneck network stack latency 
Intelligent service function chain mapping framework for cloud-and-edge-collaborative IoT
《The Journal of China Universities of Posts and Telecommunications》2022年第3期54-68,104,共16页Yang Chao Li Yimin Li Tong Xu Siya Qi Jun Zhang Yu 
supported by the Science and Technology Project of State Grid Corporation of China(SGLNXT00GCJS2000160)。
With the rapid development of Internet of thing(IoT) technology, it has become a challenge to deal with the increasing number and diverse requirements of IoT services. By combining burgeoning network function virtuali...
关键词:Internet of thing(IoT) mobile edge computing network function virtualization(NFV) deep Q-learning(DQL) 
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