Service Function Chain Deployment Using Deep Q Learning and Tidal Mechanism
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DOI: 10.1109/jiot.2023.3306737
Abstract: With the rapid development of software-defined networking/network function virtualization (NFV) technologies, service function chaining (SFC) has become a key enabler for end-to-end service provisioning in future networks. In the Internet of Things (IoT), the highly… read more here.
Keywords: sfc deployment; service function; service; network ... See more keywords
The SFC Deployment Algorithm Based on Incremental Learning and Resource Awareness
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DOI: 10.1109/jiot.2025.3595654
Abstract: In the complex dynamic environment of the Internet of Things (IoT), the massive terminal devices generating stochastic network service requests pose significant challenges to service function chain (SFC) deployment, particularly in dynamic configuration and resource… read more here.
Keywords: resource; sfc deployment; algorithm; awareness ... See more keywords
Efficient Deployment of Partial Parallelized Service Function Chains in CPU+DPU-Based Heterogeneous NFV Platforms
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DOI: 10.1109/tmc.2024.3357796
Abstract: The introduction of network function virtualization (NFV) leads to service function chain (SFC) deployment problems, promoting the idea of composing network services as virtualized network functions (VNFs). Meanwhile, the rapid development of edge computing, artificial… read more here.
Keywords: sfc deployment; service function; function; service ... See more keywords