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Intelligent Automated NFV Deployment with Optimized VNF Placement
International Scientific Journal of Engineering and ManagementAbstract: This project focuses on developing an intelligent and automated system for Network Function Virtualization (NFV) deployment with optimized Virtual Network Function (VNF) placement. The system leverages machine learning techniques to continuously monitor traffic patterns and detect overloaded or underutilized nodes within the network.
Dr.Granty Regina Elwin
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Cost-Oriented VNF Placement for Load Balance
2025 25th Asia-Pacific Network Operations and Management Symposium (APNOMS)Network function virtualization (NFV) is a technique to decouple network functions from hardware and convert them to software appliances, namely virtual network functions (VNFs).
You-Chiun Wang, Cheng-Ying Tsai
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A VNF Placement Method based on VNF Characteristics
2021 International Conference on Information Networking (ICOIN), 2021Network Function Virtualization (NFV) is a technology that provides the network function made through software based on virtualization technology to a high-performance universal server, separating the existing hardware-dependent network equipment into the hardware part and the software part.
Sang Il Kim, Hwa Sung Kim
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Joint VNF Placement and Scheduling for Latency-Sensitive Services
IEEE Transactions on Network Science and Engineering, 2022Next-generation 6G networks are envisioned to be a key enabler for low-latency services (e.g., extended reality, remote surgery), which cannot be potentially realized by currently deployed networks.
Nattakorn Promwongsa +3 more
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Delay-aware and Resource-efficient VNF placement in 6G Non-Terrestrial Networks
IEEE Wireless Communications and Networking Conference, 2023Virtual Network Function (VNF) placement in NTNs is challenging because Non-Terrestrial Networks (NTNs), such as satellite networks, have limited resources regarding computational power and rate.
Yi Yue +6 more
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Joint VNF Placement, CPU Allocation, and Flow Routing for Traffic Changes
IEEE Internet of Things Journal, 2023The emerging network-softwarization technologies, such as software-defined networking and network function virtualization play important roles in 5G communication and future networks.
Jie Sun +3 more
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VMFMAX: Improving Virtual Machine Utilization in VNF Placement
2024 Systems and Information Engineering Design Symposium (SIEDS)In order to improve the performance of contemporary and prospective technologies grounded in Network Function Virtualization (NFV), it is imperative to concentrate on identifying the most effective strategies for the placement of Virtual Network ...
Seyedreza Taghizadeh +4 more
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Profit-aware placement of multi-flavoured VNF chains
2021 IEEE 10th International Conference on Cloud Networking (CloudNet), 2021Network Function Virtualization (NFV) is a promising approach for network operators to cope with the increasing demand for network services in a flexible and cost-efficient way. How to place Virtualized Network Function (VNF) chains across the network infrastructure to achieve providers’ goals is a relevant research problem.
Federica Paganelli +3 more
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Resilient and Robust QoS-Preserving Post-Fault VNF Placement
IEEE Networking Letters, 2023In the realm of network management and orchestration, such as Virtual Network Function (VNF) lifecycle management, the dynamicity of 5G networks raises the importance of reliability and robustness when determining optimal VNF placement.
Dimitrios Michael Manias +3 more
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Intelligent VNF Placement to Mitigate DDoS Attacks on Industrial IoT
IEEE Transactions on Network and Service Management, 2023The Internet of Things (IoT) has undergone rapid popularization, reaching a wide range of application domains, such as manufactures. Hence, more and more heterogeneous IoT devices have been deployed in a variety of industrial environments, progressively ...
Guilherme Werneck de Oliveira +3 more
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