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22nd APNOMS 2021: Tainan, Taiwan
- 22nd Asia-Pacific Network Operations and Management Symposium, APNOMS 2021, Tainan, Taiwan, September 8-10, 2021. IEEE 2021, ISBN 978-4-88552-332-8

- Jhih-Dao Jhan, Yung-Chang Lai, Yong-Ling Chen, Fei-Hua Kuo:

Enhanced Quality of Service Measurement Mechanism of Container-based Cloud Network Architecture. 1-4 - Hafizhuddin Zul Fahmi

, Fuchun Joseph Lin
:
NFV-Enabled Vertical Scalability for IoT Slices. 5-8 - Pang-Chen Liu, Huai-En Tseng, Shun-Kai Yang, Fei-Hua Kuo:

New Multi-Access Network Transmission Technology to Enhance Edge Computing. 9-12 - Asif Mehmood

, Talha Ahmed Khan, Javier Jose Diaz Rivera, Muhammad Afaq
, Wang-Cheol Song:
A Road-aware Approach for Hierarchical Routing in IoV based on Intents and Q-values. 13-16 - Nuntanut Bhooanusas, Sok-Ian Sou:

Measurement-based IoT Server Selection for Mobile Edge Computing. 17-20 - Kohei Yamamoto, Naoki Wakamiya, Ryo Nakano, Ryosuke Fujiwara:

Model-based anomaly detection in response delay in communication through LTE network. 21-24 - Yun-Jie Li, Jhao-Yin Li:

BRAS syslog pattern generation method: a preliminary experiment on clustering algorithms. 25-28 - Takahiro Suzuki, Kyoko Yamori, Cheng Zhang, Takumi Miyoshi, Yoshiaki Tanaka:

Relation between Warning Error and Vehicle Speed in Vehicle-to-Pedestrian Warning System. 29-32 - Tzu-Lun Huang, Jason Huang:

Design and analysis of a real-time multicast routing algorithm in Inter-Blockchain networks. 33-36 - Dong-jun Na, Sejin Park:

Lightweight blockchain to solve forgery and privacy issues of vehicle image data. 37-40 - Yun Zhang, Yamei Xia:

A Dynamic Selection Algorithm of Tor Relay Based on Client Bias. 41-44 - Sho Kanemaru, Yukitsugu Sasaki, Kensuke Takahashi, Tsuyoshi Toyoshima:

Design and Implementation of Automatic Generation Method for API Adapter Test Code. 45-48 - Tao Liu, Zhihong Yang, Yuzhong Sun:

Docker Container Networking Based Apache Storm and Flink Benchmark Test. 49-52 - Sangwoo Ryu, Kyungchan Ko, James Won-Ki Hong:

Performance Analysis of Applying Deep Learning for Virtual Background of WebRTC-based Video Conferencing System. 53-56 - Hye-Yeong Shin, Meryam Essaid, Sejin Park, Hongtaek Ju:

A survey on public blockchain-based networks: structural differences and address clustering methods. 57-60 - You-Chiun Wang, Yu-Cheng Bai:

Efficient Path and Charge (P&C) Scheduling for a Mobile Charger to Improve Survivability and Throughput of Sensors with Adaptive Sensing Rates. 61-66 - Shilpa Rao, Rohit Tripathi

:
Friendly Jamming in Wireless Networks: A Stackelberg Game. 67-72 - Nhan Duc Nguyen, Anh-Tu Le, Munyaradzi Munochiveyi

:
Secrecy Outage Probability of Reconfigurable Intelligent Surface-Aided Cooperative Underlay Cognitive Radio Network Communications. 73-77 - Jong-Hwa Lee, Jong-Wouk Kim, Mi-Jung Choi:

SSAE - DeepCNN Model for Network Intrusion Detection. 78-83 - Tang Liu, Lei Feng, Wenjing Li, Zhixiang Yang:

Radio Resource Allocation for RIS-aided D2D Communication Based on Greedy Hypergraph-with-weight Coloring. 84-89 - Kunyi Xie, Yang Yang, Lei Feng, Wenjing Li, Jing Shen:

Joint Power Control and Passive Beamforming in Intelligent Reflecting Surface Assisted Multi-Cell Uplink Communications. 90-95 - Yan Liang

, Xin Chen, Teng Ma, Shengcheng Ma, Libo Jiao:
Power Control and Evolutionary Strategy Based Slicing Resource Allocation for V2V Communication. 96-101 - Moin Ali, Young-Tak Kim:

Cognitive Collision Resolution for Enhanced Performance in C-V2X Sidelink Mode 4. 102-107 - Ya-Ting Yang, Hung-Yu Wei

:
Edge Computing and Networking Resource Management for Decomposable Deep Learning: An Auction-Based Approach. 108-113 - Wai-Wan Koc, Yung-Ting Chang, Jian-Yu Yu, Tsì-Uí Ik

:
Text-to-Speech with Model Compression on Edge Devices. 114-119 - Naling Li, Ying Wang, Wenjing Li, Ke Chen:

Business Demand-Oriented Intelligent Orchestration of Network Slices Based on Core-Edge Collaboration. 120-125 - Jen-Yu Wang, Li-Hsing Yen, Juliana Liman:

Incentive-Stable Matching Protocol for Service Chain Placement in Multi-Operator Edge System. 126-131 - Takayuki Warabino, Yusuke Suzuki, Tomohiro Otani:

Robotic Assistance Operation for Effective On-site Network Maintenance Works. 132-137 - Tse-Han Wang

, Yen-Cheng Chen, Sin-Jie Huang, Kai-Sheng Hsu, Chung-Hua Hu:
Design of a Network Management System for 5G Open RAN. 138-141 - Arobindo Hore, Ayan Paul, Madhubanti Maitra:

Cost-effective Policy for Deployment of Dense 5G RAN with Fiber and Wireless Backhaul Link. 142-147 - Khizar Abbas

, Talha Ahmed Khan, Muhammad Afaq
, Javier Jose Diaz Rivera, Wang-Cheol Song:
Network Data Analytics Function for IBN-based Network Slice Lifecycle Management. 148-153 - Kensuke Takahashi, Sho Kanemaru, Yukitsugu Sasaki, Tsuyoshi Toyoshima:

History Data Management Method of API Request Order using Bitemporal Data Model for Application Layer Recovery. 154-159 - Mizuto Nakamura, Naoki Hayashi, Atsushi Takada, Toshihiko Seki, Kyoko Yamagoe:

Multiple-Layer-Topology Discovery Method Using Traffic Information. 160-165 - Yuichi Suto, Ryosuke Sato, Yuichiro Ishizuka, Kosuke Sakata, Yoshikazu Hagiwara, Tsuyoshi Furukawa:

Orchestrator for Automating Failure Response in Telecom Carriers. 166-171 - Ryosuke Sato, Mizuto Nakamura, Atsushi Takada, Kyoko Yamagoe:

Bayesian network equipped workflow engine to coordinate Artificial Intelligence for automating network operation. 172-177 - Michiko Harayama, Takuro Kudoh:

Detection of Hypergiants in AS-Level Topology Using Machine Learning. 178-183 - Jieyu Lin, Hongxiang Geng, Alberto Leon-Garcia:

Automating Web-based Infrastructure Management via Contextual Imitation Learning. 184-189 - Ching-Chih Chuang, Yuan-Yao Shih, Jian-Cheng Chen, Ai-Chun Pang:

Time-Aware Stream Reservation for Distributed TSN. 190-195 - Huy Q. Le, Jong Hoon Shin, Minh N. H. Nguyen, Choong Seon Hong:

Distilling Knowledge in Federated Learning. 196-201 - Hao-Ze Fang, Hsing-Chen Chi, Min-Chi Tseng, Yu-Ping Yu:

An SDN Controller Enabled Architecture for 5G Backhaul Networks. 202-205 - Yen-Wen Chen, Kuo-Che Kao:

Study of Contention Window Adjustment for CSMA/CA by Using Machine Learning. 206-209 - Miwaka Ohtani, Shingo Omata, Ken Kanishima:

Development of Reference Model for Enterprise Architecture Leveraging TM Forum Assets. 210-213 - Masaru Sakai, Kensuke Takahashi, Satoshi Kondoh:

Method of Constructing Petri Net Service Model Using Distributed Trace Data of Microservices. 214-217 - Chen-Hung Chu, Gong-Da Fan, Yi-Kai Chiang, Chao-Chun Huang, Chung-Shih Tang:

An API-based In-Service Surveillance Approach for Enterprise PBX. 218-221 - Po-Ruey Lei, Pei-Rong Yu, Wen-Chih Peng:

Learning for Prediction of Maritime Collision Avoidance Behavior from AIS Network. 222-225 - Hoang-Loc La, Thanh Hoang Le Hai

, Nam Thoai:
A Multi-Objective Approach for Optimizing Content Delivery Network System Configuration. 226-229 - Hsu-Chao Lai, Yi-Shu Lu, Mu-Fan Wang, Yi-Cheng Chen, Wen-Yueh Shih, Jiun-Long Huang:

SPENT+: A Category- and Region-aware Successive POI Recommendation Model. 230-233 - Yen-Yu Chen, Hsu-Chao Lai, Jiun-Long Huang, Ming-Jiu Hwang:

The Design and Implementation of a Blockchain-Based Logistics Platform for International Trade. 234-237 - Yan Zhou, Huiling Shi, Yuhan Zhao, Wei Gao, Wei Zhang:

Encrypted Network Traffic Identification Based on 2D-CNN Model. 238-241 - Hong-Nam Quach, Sungwoong Yeom, Kyungbaek Kim

:
Dynamic Network Provisioning with Reinforcement Learning based on Link Stability. 242-245 - Sungwoong Yeom, Chulwoong Choi, Shivani Sanjay Kolekar, Kyungbaek Kim

:
Graph Convolutional Network based Link State Prediction. 246-249 - Waleed Akbar, Muhammad Afaq

, Javier Jose Diaz Rivera, Wang-Cheol Song:
Machine Learning-based Cache Optimization on MEC Platform. 250-253 - Talha Ahmed Khan, Khizar Abbas

, Javier Jose Diaz Rivera, Muhammad Afaq
, Wang-Cheol Song:
Applying RouteNet and LSTM to Achieve Network Automation: An Intent-based Networking Approach. 254-257 - Toshihiro Sato, Toshio Hirotsu:

A Flexible P4-Based Pin-Point In-Band Network Monitoring. 258-261 - Ryota Katayanagi, Kensuke Takahashi, Satoshi Kondoh:

Proposal and Evaluation of Automatic Registration Method of Service Information by Distribution from Deployment System to Maintenance System. 262-266 - Buck Chung, Chien Chen, Chien-Chao Tseng, Jim Hao Chen, Joe Mambretti:

P4MT: Designing and Evaluating Multi-Tenant Services for P4 Switches. 267-272 - Shoya Chiba, Luis Guillen, Satoru Izumi, Toru Abe, Takuo Suganuma:

Design of a Network Scan Defense Method by Combining an SDN-based MTD and IPS. 273-278 - Sukhyun Nam, Jibum Hong, Jae-Hyoung Yoo, James Won-Ki Hong:

Virtual Machine Failure Prediction using Log Analysis. 279-284 - Luis Guillen, Satoru Izumi, Toru Abe, Takuo Suganuma:

A Resilient Mechanism for Multi-Controller Failure in Hybrid SDN-based Networks. 285-290 - Kuan-Yu Nie, Chih-Wei Chang, Chien-Chi Kao, Jung Pei:

An Intelligent Fault Location Approach Using Fuzzy Logic for Improving Autonomous Network. 291-296 - Haruo Oishi, Kyoko Yamori, Cheng Zhang, Yoshiaki Tanaka:

Evaluation of Resource Sharing Framework for Heterogeneous Network Services. 297-302 - Jungsu Han, Jeong-Heon Kim, Aram Youn, Jinhee Lee, Yunsuh Chun, Jongsoo Woo, James Won-Ki Hong:

Cos-CBDC: Design and Implementation of CBDC on Cosmos Blockchain. 303-308 - Soo Hoon Maeng, Meryam Essaid, Sejin Park, Hongtaek Ju:

Discovery of Ethereum Topology Through Active Probing Approach. 309-312 - Aeri Kim, JungYeon Kim, Meryam Essaid, Sejin Park, Hongtaek Ju:

Analysis of Compact Block Propagation Delay in Bitcoin Network. 313-318 - Kuo Guo, Jia Chen, Ping Dong, Yu Zhao, Deyun Gao, Shang Liu:

FullSight: a Deep Learning based Collaborated Failure Detection Framework of Service Function Chain. 319-324 - Wonseok Choi, James Won-Ki Hong:

Performance Evaluation of Ethereum Private and Testnet Networks Using Hyperledger Caliper. 325-329 - Ke Chen, Ying Wang, Peng Yu, Naling Li:

Security-Oriented Network Slice Backup Method. 330-335 - Chia-Wei Wu, Chia-Wei Tseng, Wei-Yu Chen, Li-Fan Wu, Shih-Chun Hsu, Sheng-Wang Yu:

On-Demand Service Function Chain Based on IPv6 Segment Routing. 336-341 - Muthuraman Elangovan, Chien Chen, Jyh-Cheng Chen:

A Flexible vCPE Framework to Enable Dynamic Service Function Chaining Using P4 Switches. 342-347 - Siyu Qi, Shuopeng Li, Shaofu Lin, Mohand Yazid Saidi, Ken Chen:

Energy-Efficient VNF Deployment for Graph-Structured SFC Based on Graph Neural Network and Constrained Deep Reinforcement Learning. 348-353 - Zhenyi Zhang, Wei Su, Lizhuang Tan:

In-band Network Telemetry Task Orchestration based on Multi-objective Optimization. 354-357 - Yu-Shao Liu, Hsu-Chao Lai, Jiun-Long Huang, August F. Y. Chao:

On Detecting Cloud Container Failures from Computing Utility Sequences. 358-361 - Hung-Anh Tong, Anh-Tu Le:

On The Performance of NOMA with Bi-directional in Weibull-Channel. 362-365 - Zhen Wei, Ying Wang, Hongbin Yang:

5G Radio Frequency Conformance Test Based on Polymorphic Adaptation. 366-369 - Ta-Li Lai, Meng-Hsun Tsai

:
Design and implementation of a DNS server with Geolocation capability. 370-373 - Zi-Yang Shen, Ming-Wei Su, Yun-Zhan Cai, Meng-Hsun Tsai

:
Mitigating SYN Flooding and UDP Flooding in P4-based SDN. 374-377 - Guan-Wen Chen, Chun-Min Yang, Tsì-Uí Ik:

Real-Time License Plate Recognition and Vehicle Tracking System Based on Deep Learning. 378-381 - Yoshiki Morimoto, Kazuhiko Kinoshita

:
An Association Control Method in LAA/Wi-Fi Coexistent Networks Considering Uplink/Downlink Communications. 382-385 - Sheikh Salman Hassan

, Yu Min Park, Choong Seon Hong:
On-Demand MEC Empowered UAV Deployment for 6G Time-Sensitive Maritime Internet of Things. 386-389 - Yan Kyaw Tun

, Kitae Kim
, Pyae Sone Aung, Madyan Alsenwi, Choong Seon Hong:
An Efficient Resource Sharing Model for Multi-UAV-Assisted Wireless Networks. 390-393 - Nguyen Dang Tri

, Jeong Min Jeon, Latif U. Khan
, Aunas Manzoor, Choong Seon Hong:
Decentralized Collaborative Caching-based Virtual Reality for 5G and Beyond. 394-397 - Md. Shirajum Munir

, DoHyeon Kim, Seok Won Kang, Luyao Zou, Choong Seon Hong:
Intelligent Grid Shepherd: Towards a Resilient Distributed Energy Resources Control System. 398-401 - Wei-Lun Lin, Chien-Hsuan Chen, Huai-Sheng Huang:

Study on the Online Charging System in B5G Era. 402-405 - Yan-Ann Chen

, Shao-Yi Chen:
WITSE: A Testbed for Performance Evaluation of TaiSEIA 101 over Wireless Protocols. 406-409 - Hiroshi Katada, Taku Yamazaki, Takumi Miyoshi, Shigeru Shimamoto, Yoshiaki Tanaka:

Adaptive Wireless Multi-hop Routing Less Affected by Processing Delay. 410-413

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