3 papers
cs.NI2026
Optimization of Model Splitting, Placement, and Chaining for Multi-hop Split Learning and Inference
Takanori Hara, Masahiro Sasabe
Service Function Chaining (SFC) establishes efficient communication paths by ensuring that traffic traverses a predefined sequence of network functions in a specified order to meet…
cs.NI2025
Service Function Chaining Architecture for Multi-hop Split Inference and Learning
Takanori Hara, Masahiro Sasabe
Service Function Chaining (SFC) is a networking technique that ensures traffic traverses a predefined sequence of service functions, realizing arbitrary network services through dy…
cs.CR2024
Dealing with Imbalanced Classes in Bot-IoT Dataset
Jesse Atuhurra, Takanori Hara, Yuanyu Zhang +2
With the rapidly spreading usage of Internet of Things (IoT) devices, a network intrusion detection system (NIDS) plays an important role in detecting and protecting various types…