Network Traffic Prediction and Auto-Scaling of SFC Using Temporal Fusion Transformer

MinJi Choi and Heegon Kim (POSTECH, Korea (South)); Jae-Hyoung Yoo (Pohang University of Science and Technology, Korea (South)); James Won-Ki Hong (POSTECH, Korea (South))

Design and Development of a Trust Mechanism to Enhance Security Protection on SDN-Based IoT Network

Pang-Wei Tsai (National Cheng Kung University, Taiwan); Chao-Wei Lee and Ting-Wen Wang (National Central University, Taiwan)

Machine Learning-Based Approach for Enhancing Multi-Step Attack Prediction

Yueyang Li (National University of Singapore, Singapore); Wenjun Fan (Xi'an Jiaotong-Liverpool University, China); Ruxue Luo (Xi'an Jiaotong - Liverpool University, China)

An Anomaly Detection Approach by AIML in IP Networks with eBPF-Based Observability

Minato Sakuraba and Takuya Miyasaka (KDDI Research, Inc., Japan)

Latency Minimization in Terrestrial-Non-Terrestrial Integrated Network: Joint Association and Bandwidth Allocation Framework

Nway Nway Ei, Ki Tae Kim, Yu Min Park and Choong Seon Hong (Kyung Hee University, Korea (South))

Accelerating free5GC Data Plane Using Programmable Hardware

Muthuraman Elangovan (National Yang Ming Chiao Tung University, Taiwan); Muhammad Shahid Iqbal (National Yang-Ming Chiao Tung University, Taiwan); Chien Chen and Jyh-Cheng Chen (National Yang Ming Chiao Tung University, Taiwan)

Test Suite Generation Based on Context-Adapted Structural Coverage for Testing DNN

Wei Kong (Nanjing University of Information Science and Technology, China); Qianjin Du (Tsinghua University, China); Cao Huayang (National University of Defense Technology, China); Hu Li (Nanjing University of Information Science and Technology); Tong Wang (Nanjing University of Information Science and Technology, Japan); Jianwen Tian (National University of Defense Technology, China); Xiaohui Kuang (Academy of Military Science, China)

An Energy Efficient SDN Controller Placement with Delay Constraints

Tomofumi Kondo and Luis Guillen (Tohoku University, Japan); Satoru Izumi (National Institute of Technology Sendai College, Japan); Toru Abe, Takaaki Mizuki and Takuo Suganuma (Tohoku University, Japan)