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24th APNOMS 2023: Sejong, Korea
- 24st Asia-Pacific Network Operations and Management Symposium, APNOMS 2023, Sejong, Korea, Republic of, September 6-8, 2023. IEEE 2023, ISBN 978-89-950043-9-5
- Wei Kong, Qianjin Du, Huayang Cao, Hu Li, Tong Wang, Jianwen Tian, Xiaohui Kuang:
Test Suite Generation Based on Context-Adapted Structural Coverage for Testing DNN. 1-6 - Ming-Hsuan Tsai, Wei-Sheng Syu, Te-Chuan Chiu, Sheng Chen, Chia-Che Sa, Yuan-Yao Shih, Ai-Chun Pang:
Metalens: Federated Meta-Learning Ensemble Using Flexible Classifiers on Non-IID Data. 7-12 - Quang Hieu Vo, Choong Seon Hong:
Distribution Matching with Multi-formation Function for Dataset Distillation. 13-17 - Yu Qiao, Chaoning Zhang, Huy Q. Le, Avi Deb Raha, Apurba Adhikary, Choong Seon Hong:
Knowledge Distillation in Federated Learning: Where and How to Distill? 18-23 - Ferdous Sharifi, Ali Rasaii, Melika Honarmand, Shaahin Hessabi, Young Choon Lee:
Mobility-Aware Fog Offloading. 24-29 - Luyao Zou, Huy Q. Le, Avi Deb Raha, Dong Uk Kim, Choong Seon Hong:
EFCKD: Edge-Assisted Federated Contrastive Knowledge Distillation Approach for Energy Management: Energy Theft Perspective. 30-35 - Ye Zhang, Wei Zhang, Hao Hao, Kai Zhang:
Cluster Caching Strategy Based on User Characteristics in Edge Networks. 36-41 - Theodora Adufu, Yoonhee Kim:
Optimizing Performance Using GPU Cache Data Residency Based on Application's Access Patterns. 42-47 - Yueyang Li, Wenjun Fan, Ruxue Luo:
Machine Learning-based Approach for Enhancing Multi-step Attack Prediction. 48-53 - Lei Zhang, Lizhuang Tan, Huiling Shi, Hongyang Sun, Wei Zhang:
Malicious Traffic Classification for IoT based on Graph Attention Network and Long Short-Term Memory Network. 54-59 - Hongyang Sun, Huiling Shi, Lei Zhang, Lei Huang, Wei Zhang:
CA-STCNN: An Attention-based Hybrid Deep Learning Model for Encrypted Traffic Classification. 60-65 - Xiaojun Wu, Zhenghan Tang, Yaya Lu, Daolong Wu, Haitao Xiao, Yong Tang:
Cooperative Spectrum Sensing Method against Spectrum Sensing Data Falsification Attack. 66-70 - Heng He, Sen Yang, Xiaohu Zhou, Jia Wang:
SMWT: A Universal and Lightweight SDN-Based Meter Table Watermarking Traceback Scheme. 71-76 - Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song:
Blockchain and Intent-Based Networking: A Novel Approach to Secure and Accurate Network Policy Implementation. 77-82 - Hao Chen, Yili Jin, Weipeng Wang, Wei Liu, Lizhao You, Liqun Fu, Qiao Xiang:
When Configuration Verification Meets Machine Learning: A DRL Approach for Finding Minimum k-Link Failures. 83-88 - Issam Abdeldjalil Ikhelef, John Alasdair Warwicker, Steffen Rebennack, Mohand Yazid Saidi, Ken Chen:
Efficient Decomposition-Based Methods for Optimal VNF Placement and Chaining. 89-94 - Kexin Zhou, Xiangyu Bai, Xuemei He, Hui Zhao, Maoli Ran, Changxing Zhang:
Research on Fog Computing Offloading Mechanism for VANETs. 95-100 - Moin Ali, Young-Tak Kim:
Performance Enhancements of C-V2X Mode 4 with Virtual Cell and Resource Usage Bitmap. 101-106 - Zhenxu Gao, Wenjun Fan, Ruxue Luo:
QKD-based Secure Communication for UAV. 107-112 - Avi Deb Raha, Apurba Adhikary, Md. Shirajum Munir, Yu Qiao, Choong Seon Hong:
Segment Anything Model Aided Beam Prediction for the Millimeter Wave Communication. 113-118 - Tomofumi Kondo, Luis Guillen, Satoru Izumi, Toru Abe, Takaaki Mizuki, Takuo Suganuma:
An Energy Efficient SDN Controller Placement with Delay Constraints. 119-124 - Pang-Wei Tsai, Chao-Wei Lee, Ting-Wen Wang:
Design and Development of a Trust Mechanism to Enhance Security Protection on SDN-based IoT Network. 125-130 - Minji Choi, Heegon Kim, Jae-Hyoung Yoo, James Won-Ki Hong:
Network Traffic Prediction and Auto-Scaling of SFC using Temporal Fusion Transformer. 131-136 - Muthuraman Elangovan, Muhammad Shahid Iqbal, Chien Chen, Jyh-Cheng Chen:
Accelerating free5GC Data Plane Using Programmable Hardware. 137-142 - Nway Nway Ei, Kitae Kim, Yu Min Park, Choong Seon Hong:
Latency Minimization in Terrestrial-Non-Terrestrial Integrated Network: Joint Association and Bandwidth Allocation Framework. 143-147 - Tse-Han Wang, Min-Chih Hu, Li-Hsing Yen, Chien-Chao Tseng:
Heterogeneous UPF Integration Framework and 5G User Plane Acceleration. 148-153 - Yin-Hsin Liu, Bo-Chen Kung:
Energy Saving in 5G Cellular Networks using Machine Learning Based Cell Sleep Strategy. 154-159 - Changhoon Kang, Jongsoo Woo, James Won-Ki Hong:
Analyzing the Effect of Observer Node Addition Strategy on Bitcoin Double-Spending Attack Detection Using Graph Neural Network. 160-164 - Shuhao Yan, Shanshan Wang, Zhenxiang Chen, Xiaoqing Jiang, Xueyang Cao:
CSLog: Anomaly Detection for Syslog Based on Contrastive Self-Supervised Representation Learning. 165-170 - Minato Sakuraba, Junichi Kawasaki, Takuya Miyasaka, Atsushi Tagami:
An Anomaly Detection Approach by AIML in IP Networks with eBPF-Based Observability. 171-176 - Jiachen Wen, Ying Wang, Qianqian Zhang, Jingjing Chen, Xuesong Qiu:
Online Updating in Multicast Time-Sensitive Networking. 177-182 - Yi Jiang, Minghua Wang, Xingbin Wang:
A Efficient Adaptive Data Rate Algorithm in LoRaWAN Networks: K-ADR. 183-188 - Mengyu Wang, Shuyong Zhu, Yujun Zhang:
A Heuristic Online Algorithm for Routing in Large-Scale Deterministic Networks. 189-194 - Kyungchan Ko, Sangwoo Ryu, James Won-Ki Hong:
Enhancing QoE of WebRTC-based Video Conferencing using Deep Reinforcement Learning. 195-200 - Huy Q. Le, Yu Qiao, Loc X. Nguyen, Luyao Zou, Choong Seon Hong:
Federated Multimodal Learning for IoT Applications: A Contrastive Learning Approach. 201-206 - Ziyan Zhu, Minghua Wang, Wenbo Chen:
Energy-Efficient Geographic Routing with an Autonomous Mobile Sink Under Partial Coverage. 207-210 - Weigang Wang, Wei Jing, Sining Jiang:
SDRA: A Sensor Data Retrieval Architecture for the Heterogeneous IoT Node. 211-214 - Longfei Li, Haoyu Chen, Sungwoong Yeom, Shivani Sanjay Kolekar, Kyungbaek Kim:
Network State Prediction with Attention-Based Graph Convolutional Network. 215-218 - Jiayang Chen, Kien Nguyen, Hiroo Sekiya:
Seamless Integration of Wireless Interface to SDN Switch. 219-222 - Jingjing Chen, Ying Wang, Jiachen Wen, Qianqian Zhang, Xuesong Qiu:
An Efficient Local Search Algorithm for Traffic Engineering in Segment Routing Networks. 223-226 - Ui-Jun Baek, Min-Seong Lee, Jee-Tae Park, Jeong-Woo Choi, Chang-Yui Shin, Myung-Sup Kim:
Preprocessing and Analysis of an Open Dataset in Application Traffic Classification. 227-230 - Jia Liu, Wenjun Fan:
A Machine Learning-Based Intrusion Detection Approach for Intelligent Connected Vehicles. 231-234 - Pang-Chen Liu, Ping-Chang Tsai, Fei-Hua Kuo, Kou-Hsiang Lai:
Novel convergence of fixed-access and mobile network architectures with ultra-low latency multi-slicing. 235-238 - Mahnsuk Yoon, Jaeuk Kwon, Hyunjoo Lee, Kyucheol Cho, Jihun Seo, Jangkyu Yun:
Dynamic Selection Scheme of LTE-M and 5G for Efficient Maritime Communication Based on Traffic Volume. 239-242 - Apurba Adhikary, Avi Deb Raha, Yu Qiao, Md. Shirajum Munir, Ki Tae Kim, Choong Seon Hong:
Transformer-based Communication Resource Allocation for Holographic Beamforming: A Distributed Artificial Intelligence Framework. 243-246 - Yu-Hsien Huang, Pei-Chieh Sung, Yung-Chang Huang, Tsì-Uí Ik, Jiun-Long Huang:
Shot-By-Shot Technical Data Collection for Badminton Doubles Games. 247-250 - Jiwon Bang, Mi-Jung Choi:
Design of Personal Data Protection Decentralized Model Using Blockchain and IPFS. 251-254 - Jiahao Zeng, Feng Qi, Chang Liu, Qun Zhang, Zhili Wang:
Crowdsensing Data Trading Mechanism Based on Personalized Local Differential Privacy. 255-258 - Naoya Tahara, Senling Wang, Hiroshi Kai, Hiroshi Takahashi, Masakatu Morii:
QR-Code with Superimposed Text. 259-262 - Wei-Yi Hsieh, Hsun-Ching Tsai, Lu-An Chen, Tsì-Uí Ik:
Developing an Interview Recording System with Speaker Recognition and Emotion Classification. 267-270 - Shivani Sanjay Kolekar, Kyungbaek Kim:
Optimizing Cluster Head Placement in Federated Clustering: A Genetic Algorithm Approach. 271-274 - Misa Fukai, Masashi Tadokoro, Haruo Oishi, Ryo Uchida, Kimio Tsuchikawa:
Automation of Human Decision Making by Using Reinforcement-learning for Office Work with PC. 275-278 - Ki-Hyeon Kim, Woojin Seok, Jeonghoon Moon, Kwang Soo Kim, Joonyong Sim:
AI Research Platform for Agriculture Sector : Agriculture Sector Bigdata Management and AI Model Development Platform. 279-281 - Jiaqi Hao, Junfeng Zhao, Yuxian Li:
Research on Decompostion Method of Relational Database Oriented to Microservice Refactoring. 282-285 - Qian Chen, Xuan Wang, ZoeLin Jiang:
Efficient Cloud Computing Resource Management Strategy Based on Auction Mechanism. 286-289 - Jih-Wei Tsai, Chao-Chun Huang, Chen-Hung Chu, Gong-Da Fan:
The Smart Applications of ICT and IoT with AI Techniques in IMS Network. 290-293 - Yongzhe Yu, Shuang Wu, Sujie Shao, Jinqian Chen, Xingyu Chen:
A Multi-Agent Deep Reinforcement Learning based Cooperative Edge Data Caching Approach. 294-297 - Zihan Qin, Sujie Shao, Shaoyong Guo, Xuesong Qiu:
A Federated Learning Approach for Net Load Forecasting in Microgrids. 298-301 - Zhaoxi Zhong, Wenjun Fan:
A Honey-imprint enabled Approach for Resisting Social Engineering Attacks. 302-305 - Shunji Aoyagi, Jong-Deok Kim, Kien Nguyen, Hiroo Sekiya:
An Extensive Evaluation of TCP Congestion Control in 10 Gbps Network. 306-309 - Weiwei Zhu, Hua Wu, Jingwen Quan, Guang Cheng, Xiaoyan Hu:
Accurate Identification of Encrypted Videos in Asymmetric Routing Scenarios. 310-313 - Min-Seong Lee, Jee-Tae Park, Ui-Jun Baek, Chang-Yui Shin, Jeong-Woo Choi, Myung-Sup Kim:
Lightweight-Heavyweight Hybrid Approach for Application Traffic Classification. 314-317 - Jee-Tae Park, Ui-Jun Baek, Chang-Yui Shin, Min-Seong Lee, Jeong-Woo Choi, Myung-Sup Kim:
Network User Action Detection based on PSD Signature through Encrypted Traffic Analysis. 318-321 - Yuqiao Hou, Hongjia Li, Yuxiang Wang, Liming Wang, Zhen Xu:
Satellite Anomaly Detection based on Improved Transformer Method. 322-325 - Qianqian Zhang, Ying Wang, Tongyan Wei, Jiachen Wen, Jingjing Chen, Xuesong Qiu:
IoT Intrusion Detection Based on Personalized Federated Learning. 326-329 - Beom-Su Lee, Jong-Wouk Kim, Mi-Jung Choi:
Federated Learning Based Network Intrusion Detection Model. 330-333 - Puhe Hao, Tianyu Pan, Rui Han, Xiao Qu, Zhexuan Yang, Guozi Sun:
RPChain: Regulatable Privacy-Preserving Group Data Sharing Based on Consortium Blockchain. 334-337 - Seongbok Baik:
Detecting Digital Ad Fraud by Active Reinforcement Learning. 338-340 - Ping-Chang Tsai, Pang-Chen Liu, Fei-Hua Kuo, Kou-Hsiang Lai:
Coherent PON interconnect system with phase compensation. 341-344 - Peixin Liu, Xiangyu Bai, Zhaoran Wang:
Progress and Challenges of Polymorphic Smart Networks. 345-348 - Jiaxin Xu, Huiling Shi, Haoxiang Chu, Wei Zhang:
EeCA: A Novel Approach for Energy Conservation in MEC via NDN-Based Content Caching. 349-352 - Jiacong Li, Hang Lv, Bo Lei, Yunpeng Xie:
Modeling and Optimization for Computing Power Resource-Aware in CPN. 353-356 - Xinhang Wang, Lizhuang Tan, Wei Zhang:
enCBS: Delay Guarantee Mechanism based on Credit-based Shaping for Programmable Switch. 357-360 - Ryo Uchida, Misa Fukai, Taisuke Wakasugi, Kimio Tsuchikawa, Haruo Oishi:
Proposal of Annotation Method for RPA Scenario. 361-364 - Lirong Chen, Qiang Li:
The Effectiveness of Online Reputation Score under Silence Bias. 365-368 - Po-Kai Chuang, Hsiu-Fang Hu, Jian-Kai Huang, Chin-Cheng Hu, Ming-Hung Lee, Yu-Ping Yu, Kuo-Hsiang Lai:
Precision Time Transfer using ITU-T G.8275.1 over Optical Transport Network. 369-372 - Hong-Jie Chen, Yi-Cheng Chu, Che-Chun Teng, Chin-Ping Chuang, Min-Han Hung:
Ethernet VPN Provisioning Towards Slicing for 5G Transport Networks. 373-376 - Pin-Hua Wu, Tse-Han Fang, Wan-Chien Yang, Wei-Jie Huang:
Implementation of an OAM System for Multi-Vendor Open RAN Base Station. 377-380 - Ramneek, Patrick Hosein, Sangheon Pack:
Secure and Scalable eSIM Service Provisioning Framework for Mobile Virtual Network Operators. 381-384 - Kai-Mao Chang, Hsing-Chen Chi, Yu-Ping Yu, Kuo-Hsiang Lai:
Bandwidth Factor Computation Framework for Traffic Routing in 5G Networks. 385-388 - Yun-Jie Li, Jhao-Yin Li, Hao-Yu Kao, Yi-Lin Tsai:
An empirical study: Use autoencoder model to determine the abnormal data. 389-392 - Li-Hsuan Chu, Yen-Lin Tung, Yong-Zen Huang:
An All-Photonics Network Management System. 393-396 - Zhiqiang Fan, ZhenWei Wu, JianXin Lv, Peng Zhang, Yong Xiao:
Machine Learning Based Optical Transmission System Link Performance Degradation Prediction and Application. 397-400 - Yuhang Wu, Quan Chen, Lianglun Cheng:
Accelerating Non-Preemptive Multicast Flows in Reconfigurable Data Center Networks. 401-404 - Kuichao Zhang, Wei Su, Huiling Shi, Kai Zhang, Wei Zhang:
GrayINT - Detection and Localization of Gray Failures via Hybrid In-band Network Telemetry. 405-408 - Feng Jiang, Yongyang Cheng, Tao Zhang, Boqin Qin, Zhao Hui:
A Novel Equivalence Proof of Clock and Network Synchronization Model Towards Distributed Clouds. 409-412 - Aeri Kim, Meryam Essaid, Hongtaek Ju:
Survey on Blockchain P2P Network. 413-416
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