Availability-and traffic-aware placement of parallelized SFC in data center networks
Network Function Virtualization (NFV) brings flexible provisioning and great convenience for
enterprises outsource their network functions to the Data Center Networks (DCNs). Network …
enterprises outsource their network functions to the Data Center Networks (DCNs). Network …
Joint resource optimization and delay-aware virtual network function migration in data center networks
Network Function Virtualization (NFV) is a promising paradigm that separates network
functions from proprietary devices. Network service in NFV-enabled networks is achieved as …
functions from proprietary devices. Network service in NFV-enabled networks is achieved as …
Dynamic routing and failure recovery approaches for efficient resource utilization in OpenFlow-SDN: a survey
Software Defined Networks (SDN) is a new network paradigm that emerged to offer better
network management by separating network control logic and data forwarding element. This …
network management by separating network control logic and data forwarding element. This …
Deep reinforcement learning for resource demand prediction and virtual function network migration in digital twin network
Q Liu, L Tang, T Wu, Q Chen - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) enables intelligent services varying with the complex and
realtime environment to achieve network benefits, where network function virtualization …
realtime environment to achieve network benefits, where network function virtualization …
Trust: Real-time request updating with elastic resource provisioning in clouds
In a commercial cloud, service providers (eg, video streaming service provider) rent
resources from cloud vendors (eg, Google Cloud Platform) and provide services to cloud …
resources from cloud vendors (eg, Google Cloud Platform) and provide services to cloud …
Optimal routing to parallel servers with unknown utilities—multi-armed bandit with queues
We consider the optimal routing problem in a discrete-time system with a job dispatcher
connected to parallel servers. At every time slot, the job dispatcher sends the incoming jobs …
connected to parallel servers. At every time slot, the job dispatcher sends the incoming jobs …
[PDF][PDF] 一种基于联邦学习资源需求预测的虚拟网络功能迁移算法
唐伦， 吴婷， 周鑫隆， 陈前斌 - 电子与信息学报, 2022 - jeit.ac.cn
针对网络切片场景下时变网络流量引起的虚拟网络功能(VNF) 迁移问题, 该文提出一种基于联邦
学习的双向门控循环单元(FedBi-GRU) 资源需求预测的VNF 迁移算法. 该算法首先建立系统能 …
学习的双向门控循环单元(FedBi-GRU) 资源需求预测的VNF 迁移算法. 该算法首先建立系统能 …
Soc-cluster as an edge server: an application-driven measurement study
Huge electricity consumption is a severe issue for edge data centers. To this end, we
propose a new form of edge server, namely SoC-Cluster, that orchestrates many low-power …
propose a new form of edge server, namely SoC-Cluster, that orchestrates many low-power …
Cooperative reliability allocation in network flow problems considering greenhouse gas emissions: Optical fiber networks structure
The design of network utilities which share resources or infrastructural elements, and which
aim for cleaner transmission processes, involves many decision-making issues. These …
aim for cleaner transmission processes, involves many decision-making issues. These …
Realizing the Carbon-Aware Service Provision in ICT System
P Sun, J Lan, Y Hu, Z Guo, C Wu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The ever-growing carbon emission of information infrastructure accounts for a significant
proportion of the global carbon emissions. Existing studies reduce carbon consumption …
proportion of the global carbon emissions. Existing studies reduce carbon consumption …