Service Function Chaining Architecture for Multi-hop Split Inference and Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Hara, Takanori, Sasabe, Masahiro |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Optimization of Model Splitting, Placement, and Chaining for Multi-hop Split Learning and Inference
by: Hara, Takanori, et al.
Published: (2026)
by: Hara, Takanori, et al.
Published: (2026)
Pipelining Split Learning in Multi-hop Edge Networks
by: Wei, Wei, et al.
Published: (2025)
by: Wei, Wei, et al.
Published: (2025)
Feasibility Study of Function Splits in RAN Architectures with LEO Satellites
by: Seeram, Siva Satya Sri Ganesh, et al.
Published: (2024)
by: Seeram, Siva Satya Sri Ganesh, et al.
Published: (2024)
RIPPLE: Lifecycle-aware Embedding of Service Function Chains in Multi-access Edge Computing
by: Giarrè, Federico, et al.
Published: (2026)
by: Giarrè, Federico, et al.
Published: (2026)
Multi-hop RIS-aided Learning Model Sharing for Urban Air Mobility
by: Xiong, Kai, et al.
Published: (2024)
by: Xiong, Kai, et al.
Published: (2024)
Service Function Chain Dynamic Scheduling in Space-Air-Ground Integrated Networks
by: Jia, Ziye, et al.
Published: (2025)
by: Jia, Ziye, et al.
Published: (2025)
Multi-hop Multi-RIS Wireless Communication Systems: Multi-reflection Path Scheduling and Beamforming
by: Ma, Xiaoyan, et al.
Published: (2024)
by: Ma, Xiaoyan, et al.
Published: (2024)
Low-latency Symbol-Synchronous Communication for Multi-hop Sensor Networks
by: Liu, Xinlei, et al.
Published: (2024)
by: Liu, Xinlei, et al.
Published: (2024)
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks
by: Jia, Haifeng, et al.
Published: (2024)
by: Jia, Haifeng, et al.
Published: (2024)
A Practical Near Optimal Deployment of Service Function Chains in Edge-to-Cloud Networks
by: Behravesh, Rasoul, et al.
Published: (2024)
by: Behravesh, Rasoul, et al.
Published: (2024)
Generative Intent Prediction Agentic AI empowered Edge Service Function Chain Orchestration
by: Sun, Yan, et al.
Published: (2026)
by: Sun, Yan, et al.
Published: (2026)
A Software-Defined Networking Solution for Interconnecting Network Functions in Service-Based Architectures
by: Fondo-Ferreiro, Pablo, et al.
Published: (2024)
by: Fondo-Ferreiro, Pablo, et al.
Published: (2024)
Resource-Efficient Seamless Transitions For High-Performance Multi-hop UAV Multicasting
by: Tu, Wanqing
Published: (2025)
by: Tu, Wanqing
Published: (2025)
Multi-hop Differential Topology based Algorithms for Resilient Network of UAV Swarm
by: Lin, Huan, et al.
Published: (2024)
by: Lin, Huan, et al.
Published: (2024)
Ant Backpressure Routing for Wireless Multi-hop Networks with Mixed Traffic Patterns
by: Erfaniantaghvayi, Negar, et al.
Published: (2024)
by: Erfaniantaghvayi, Negar, et al.
Published: (2024)
Service Mesh: Architectures, Applications, and Implementations
by: Farkiani, Behrooz, et al.
Published: (2024)
by: Farkiani, Behrooz, et al.
Published: (2024)
Distributed Self-allocated Time Slot Reuse: Multi-hop Communication in Rigid UAV Formations
by: Samandari, Amelia, et al.
Published: (2025)
by: Samandari, Amelia, et al.
Published: (2025)
Integrating Battery-Less Energy Harvesting Devices in Multi-hop Industrial Wireless Sensor Networks
by: Van Leemput, Dries, et al.
Published: (2023)
by: Van Leemput, Dries, et al.
Published: (2023)
EDRP: Enhanced Dynamic Relay Point Protocol for Data Dissemination in Multi-hop Wireless IoT Networks
by: Sundaram, Jothi Prasanna Shanmuga, et al.
Published: (2026)
by: Sundaram, Jothi Prasanna Shanmuga, et al.
Published: (2026)
Joint Robotic Aerial Base Station Deployment and Wireless Backhauling in 6G Multi-hop Networks
by: Shang, Wen, et al.
Published: (2024)
by: Shang, Wen, et al.
Published: (2024)
Low Layer Functional Split Management in 5G and Beyond: Architecture and Self-adaptation
by: Pérez-Romero, Jordi, et al.
Published: (2024)
by: Pérez-Romero, Jordi, et al.
Published: (2024)
Delay-Optimal Forwarding and Computation Offloading for Service Chain Tasks
by: Zhang, Jinkun, et al.
Published: (2024)
by: Zhang, Jinkun, et al.
Published: (2024)
MEC Task Offloading in AIoT: A User-Centric DRL Model Splitting Inference Scheme
by: Li, Weixi, et al.
Published: (2025)
by: Li, Weixi, et al.
Published: (2025)
Designing, Developing, and Validating Network Intelligence for Scaling in Service-Based Architectures based on Deep Reinforcement Learning
by: Soto, Paola, et al.
Published: (2024)
by: Soto, Paola, et al.
Published: (2024)
On the Architectural Split and Radio Intelligence Controller Placement in Integrated O-RAN-enabled Non-Terrestrial Networks
by: Baranda, Jorge, et al.
Published: (2025)
by: Baranda, Jorge, et al.
Published: (2025)
3GPP Network Architecture Enhancement for Ambient IoT Service
by: Kim, Dongjoo, et al.
Published: (2025)
by: Kim, Dongjoo, et al.
Published: (2025)
Adaptive Compression-Aware Split Learning and Inference for Enhanced Network Efficiency
by: Mudvari, Akrit, et al.
Published: (2023)
by: Mudvari, Akrit, et al.
Published: (2023)
Network Diffuser for Placing-Scheduling Service Function Chains with Inverse Demonstration
by: Zhang, Zuyuan, et al.
Published: (2025)
by: Zhang, Zuyuan, et al.
Published: (2025)
Minimum-hop Constellation Design for Low Earth Orbit Satellite Networks
by: Rao, Chirag, et al.
Published: (2025)
by: Rao, Chirag, et al.
Published: (2025)
Optimizing Split Federated Learning with Unstable Client Participation
by: Wei, Wei, et al.
Published: (2025)
by: Wei, Wei, et al.
Published: (2025)
Handover Delay Minimization in Non-Terrestrial Networks: Impact of Open RAN Functional Splits
by: Seeram, Siva Satya Sri Ganesh, et al.
Published: (2025)
by: Seeram, Siva Satya Sri Ganesh, et al.
Published: (2025)
Efficient Twin Migration in Vehicular Metaverses: Multi-Agent Split Deep Reinforcement Learning with Spatio-Temporal Trajectory Generation
by: Chen, Junlong, et al.
Published: (2025)
by: Chen, Junlong, et al.
Published: (2025)
Real World Assets on-Chain Assistance Low-Altitude Computility Networks: Architecture, Methodology, and Challenges
by: Luo, Haoxiang, et al.
Published: (2025)
by: Luo, Haoxiang, et al.
Published: (2025)
Resilient and Reliable Cloud Network Control for Mission-Critical Latency-Sensitive Service Chains
by: Huang, Chin-Wei, et al.
Published: (2025)
by: Huang, Chin-Wei, et al.
Published: (2025)
RIS-aided multi-hop backhauling for 5G/6G UAV-assisted access points
by: Janji, Salim, et al.
Published: (2024)
by: Janji, Salim, et al.
Published: (2024)
Service Function Chain Routing in LEO Networks Using Shortest-Path Delay Statistical Stability
by: Zeng, Li, et al.
Published: (2026)
by: Zeng, Li, et al.
Published: (2026)
Improved Q-learning based Multi-hop Routing for UAV-Assisted Communication
by: Sharvari, N P, et al.
Published: (2024)
by: Sharvari, N P, et al.
Published: (2024)
Multi-hop Relaying with Mixed Half and Full Duplex Relays for Offloading to MEC
by: Mach, Pavel, et al.
Published: (2024)
by: Mach, Pavel, et al.
Published: (2024)
Service Registration, Indexing, Discovery & Selection; An Architectural Survey Toward a GenAI-Driven Future
by: Farhoudi, Mohammad, et al.
Published: (2025)
by: Farhoudi, Mohammad, et al.
Published: (2025)
SplitCom: Communication-efficient Split Federated Fine-tuning of LLMs via Temporal Compression
by: Li, Tao, et al.
Published: (2026)
by: Li, Tao, et al.
Published: (2026)
Similar Items
-
Optimization of Model Splitting, Placement, and Chaining for Multi-hop Split Learning and Inference
by: Hara, Takanori, et al.
Published: (2026) -
Pipelining Split Learning in Multi-hop Edge Networks
by: Wei, Wei, et al.
Published: (2025) -
Feasibility Study of Function Splits in RAN Architectures with LEO Satellites
by: Seeram, Siva Satya Sri Ganesh, et al.
Published: (2024) -
RIPPLE: Lifecycle-aware Embedding of Service Function Chains in Multi-access Edge Computing
by: Giarrè, Federico, et al.
Published: (2026) -
Multi-hop RIS-aided Learning Model Sharing for Urban Air Mobility
by: Xiong, Kai, et al.
Published: (2024)