Towards Attack|Resistant Service Function Chain Migration

Towards Attack-Resistant Service Function Chain Migration

In this article, we propose an Intelligence-Driven Service Function Chain Migration (ID-SFCM) scheme. First, we model a Markov decision process (MDP) to ...

Towards Attack-Resistant Service Function Chain Migration

Towards Attack-Resistant Service Function Chain Migration: A Model-Based Adaptive Proximal Policy Optimization Approach. 2023, pp. 4913-4927, vol. 20. DOI ...

Towards Attack-Resistant Service Function Chain Migration

Towards Attack-Resistant Service Function. Chain Migration: A Model-based Adaptive. Proximal Policy Optimization Approach. Tao Zhang, Student Member, IEEE ...

Towards Attack-Resistant Service Function Chain Migration

Request PDF | Towards Attack-Resistant Service Function Chain Migration: A Model-Based Adaptive Proximal Policy Optimization Approach | Network function ...

Towards Attack-Resistant Service Function Chain Migration: A ...

Towards Attack-Resistant Service Function Chain Migration: A Model-Based Adaptive Proximal Policy Optimization Approach. Tao Zhang, Changqiao Xu, Bingchi ...

Bingchi Zhang's research works | Beijing University of Posts and ...

Bingchi Zhang's 6 research works with 44 citations, including: Towards Attack-Resistant Service Function Chain Migration: A Model-Based Adaptive Proximal ...

Service function chain migration with the long-term budget in ...

In this paper, to optimize the system performance in a cost-efficient manner, we study the SFC migration problem in dynamic networks with a long-term cost ...

Service Function Chain Deployment Research Articles - R Discovery

Towards Attack-Resistant Service Function Chain Migration: A Model-Based Adaptive Proximal Policy Optimization Approach. Network function virtualization (NFV) ...

Toward Attack-Resistant Route Mutation for VANETs: An Online and ...

Add to Library. Alert. 1 Excerpt. Towards Attack-Resistant Service Function Chain Migration: A Model-Based Adaptive Proximal Policy Optimization Approach · Tao ...

A migration method for service function chain based on failure ...

Therefore, it is very important to predict failures and migrate SFCs in advance according to predicted results. In this paper, we propose a failure prediction ...

A Mobility-Aware Service Function Chain Migration Strategy Based ...

DQN-MTD can be useful to perceive and predict the state changes of network resources, and select appropriate migration timing for virtual network functions ( ...

A Mobility-Aware Service Function Chain Migration Strategy Based ...

This paper intends to use deep reinforcement learning to solve the SFC migration timing problem in a user predicted movement scenario. First, we ...

[PDF] Hybrid-Generative Diffusion Models for Attack-Oriented Twin ...

(GDM) algorithm based on deep reinforcement learning is designed to generate optimal migration ... Towards Attack-Resistant Service Function Chain Migration: A ...

Reliability-assured service function chain migration strategy in edge ...

Zhang, Towards attack-resistant service function chain migration: A model-based adaptive proximal policy optimization approach, IEEE Trans. Dependable ...

A Survey on Service Function Chaining

Recent advancements in the field of SDN and NFV allow ISPs to deploy many network services over the virtualized infrastructures [4, 24, 58, 65, 89]. SDN ...

Service Function Chaining in 5G & Beyond Networks - arXiv

Furthermore, NFV promotes the development of Virtual Network Functions. (VNFs or virtual SFs) to be deployed on commod- ity hardware. Though SFC aims to deploy ...

Mobile-Aware Service Function Chain Intelligent Seamless ...

Based on the model, a DRL-driven SFC dynamic migration algorithm is designed to intelligently decide the migration path of multiple network ...

Delay-aware and resource-efficient service function chain mapping ...

By migrating network functions from dedicated hardware appliances to software instances running in a virtualized environment, NFV promises to ...

Improving Reliability of Service Function Chains with Combined ...

Traditional migration and replication mechanisms, commonly used for Virtual Machines. (VM) in data centers, can be used to improve SFC ...

Attacks against Network Functions Virtualization and Software ... - HAL

chaining of the VNFs in order to provide the needed Network. Services (composition of network functions and defined by its functional and behavioural ...