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21st APNOMS 2020: Daegu, South Korea
- 21st Asia-Pacific Network Operations and Management Symposium, APNOMS 2020, Daegu, South Korea, September 22-25, 2020. IEEE 2020, ISBN 978-89-950043-8-8
- Aiko Oi, Ryosuke Sato, Yuichi Suto, Kosuke Sakata, Motomu Nakajima, Tsuyoshi Furukawa:
A Study on Automation of Network Maintenance in Telecom Carriers for Zero-Touch Operations. 1-6 - DongNyeong Heo, Stanislav Lange, Heegon Kim, Heeyoul Choi:
Graph Neural Network based Service Function Chaining for Automatic Network Control. 7-12 - Heegon Kim, Suhyun Park, Stanislav Lange, Doyoung Lee, DongNyeong Heo, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong:
Graph Neural Network-based Virtual Network Function Management. 13-18 - Khizar Abbas
, Muhammad Afaq
IBNSlicing: Intent-Based Network Slicing Framework for 5G Networks using Deep Learning. 19-24 - Muhammad Saqib, Asif Mehmood
Distributed SDN Based Network State Aware Architecture for Flying Ad-hoc Network. 25-30 - Jiacong Li, Bo Lei, Ni Li, Hang Lv:
A Load Balancing Approach for Distributed SDN Architecture Based on Sharing Data Store. 31-36 - Yasunobu Toyota, Osamu Nakamura:
Dynamic Control Method of Explicit Address Mapping Table in IPv6 Single-Stack Network. 37-42 - Young-Hoon Goo, Kyu-Seok Shim, Ui-Jun Baek, Jee-Tae Park, Mu-Gon Shin, Myung-Sup Kim:
An Automatic Protocol Reverse Engineering Approach from the Viewpoint of the TCP/IP Reference Model. 43-48 - Talha Ahmed Khan, Khizar Abbas, Adeel Rafique, Muhammad Afaq
Generic Intent-based Networking Platform for E2E Network Slice Orchestration & Lifecycle Management. 49-54 - Xu Zhang, Ziqi Lin, Beichen Ding, Bo Gu
Deep Multi-Agent Reinforcement Learning for Resource Allocation in D2D Communication Underlaying Cellular Networks. 55-60 - Yukihiro Goto, Shigehiro Matsuda, Masaki Waki, Hiroyuki Oshida:
Structural deterioration determination system for improving the efficiency of utility pole inspection. 61-66 - Suhyun Park, Heegon Kim, Jibum Hong, Stanislav Lange, Jae-Hyoung Yoo, James Won-Ki Hong:
Machine Learning-based Optimal VNF Deployment. 67-72 - Hung Nguyen-An
Entropy-based IoT Devices Identification. 73-78 - You-Chiun Wang, Bo-Chun Pan:
Event-aware Hierarchical Routing with Differential Compression to Extend WSN Lifetime. 79-84 - Tomoya Tanaka
Topic-based Allocation of Distributed Message Processors on Edge-Servers for Real-time Notification Service. 85-90 - Chenyiming Wen, Bingqian Zhu, Yinan Zhu:
JBRC: Jointly Balanced Routing and Charging Scheme for RF Energy Harvesting Wireless Sensor Networks. 91-95 - Kazuhiko Kinoshita, Kazuki Ginnan, Keita Kawano, Hiroki Nakayama
Channel Assignment and Access System Selection in Heterogeneous Wireless Network with Unlicensed Bands. 96-101 - Yu Min Park, Yan Kyaw Tun
Optimized Deployment of Multi-UAV based on Machine Learning in UAV-HST Networking. 102-107 - Pyae Sone Aung, Yan Kyaw Tun
Energy-Efficient Offloading and User Association in UAV-assisted Vehicular Ad Hoc Network. 108-113 - Ting-Yu Lin, Jhen-Ping Wu, Pei-Hsuan Hung, Ching-Hsuan Shao, Yu-Ting Wang, Yun-Zhan Cai, Meng-Hsun Tsai
Mitigating SYN flooding Attack and ARP Spoofing in SDN Data Plane. 114-119 - Daichi Ono, Satoru Izumi, Toru Abe, Takuo Suganuma:
A Design of Port Scan Detection Method Based on the Characteristics of Packet-In Messages in OpenFlow Networks. 120-125 - Yun-Zhan Cai, Chih-Hao Lai, Yu-Ting Wang, Meng-Hsun Tsai:
Improving Scanner Data Collection in P4-based SDN. 126-131 - Pengfei Yue, Ru Li, Bin Pang:
A Light-weight Mitigation Scheme on the Mole Content Poisoning Attack in NDN. 132-137 - Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong:
Real-time Monitoring of Packet Processing Time for Virtual Network Functions. 138-143 - Kei Takeshita, Yuji Soejima:
An Evaluation of Network Service Monitoring Method Using User Traffic Information. 144-149 - You Jun Kim, Choong Seon Hong
Optimized Quantization for Convolutional Deep Neural Networks in Federated Learning. 150-154 - Masaru Sakai, Kensuke Takahashi, Satoshi Kondoh:
A Self-Adaptive Measurement Rate Control Method for an Agent-based Service Monitoring System. 155-160 - Takashi Shiraishi, Masaaki Noro, Reiko Kondo, Yosuke Takano, Naoki Oguchi:
Real-time Monitoring System for Container Networks in the Era of Microservices. 161-166 - Yonghua Huo, Jing Dong, Zhongdi Ge, Ping Xie, Na An, Yang Yang:
IWApriori: An Association Rule Mining and Self-updating Method Based on Weighted Increment. 167-172 - Sejin Kim, Yoonhee Kim:
Exploiting Interference-aware GPU Container Concurrency Learning from Resource Usage of Application Execution. 173-178 - Weiwei Zheng, Yanli Shen, Taoshun Xiao:
Asocial: Adaptive Task Re-Allocation in Distributed Computing Systems with Node Failures. 179-184 - Hong-Chuan Chi, Muhammad Atif Sarwar, Yousef-Awwad Daraghmi, Kuan-Wen Liu, Tsì-Uí Ik
Smart Self-Checkout Carts Based on Deep Learning for Shopping Activity Recognition. 185-190 - Tzung-Shi Chen, Song-Wei Syu:
Friend Recommendation Based on Mobile Crowdsensing in Social Networks. 191-196 - Kalyanee Devi, Rohit Tripathi
Information Diffusion Within a Limited Budget Using Node Centralities and Community Detection. 197-202 - Soo Hoon Maeng, Meryam Essaid, Hongtaek Ju:
Analysis of Ethereum Network Properties and Behavior of Influential Nodes. 203-207 - Yi Chia Chen, Li-Hsing Yen:
Distributed Profitable Deployment of Network Services to Geo-distributed Edge Systems. 208-213 - Xihao Zhou, Sye Loong Keoh:
Deployment of Facial Recognition Models at the Edge: A Feasibility Study. 214-219 - Suman Pandey, James Won-Ki Hong, Jae-Hyoung Yoo:
Q-Learning based SFC deployment on Edge Computing Environment. 220-226 - Chao-Yu Hsu, Chin-Lin Hu, Kun-Sheng Huang, Yung-Hui Chen, Jiun-Long Huang:
Event-Triggered Media Stream Bandwidth Adjustment in IoT-Based Home Networks. 227-230 - Chengshang Hou, Gaopeng Gou, Gang Xiong
Joint Analysis of Port and Protocol via Endpoint Measurement: An Empirical Study. 231-234 - Hartanto Kumiawan, JungYeon Kim, Hongtaek Ju:
Utilization of the Blockchain Network in The Public Community Health Center Medicine Supply Chain. 235-238 - Sungwoong Yeom, Kyungbaek Kim
Improving Performance of Collaborative Source-Side DDoS Attack Detection. 239-242 - Jing Li, Yuyao Guan, Pengpeng Ding, Shiwei Wang:
TCP-PPCC: Online-Learning Proximal Policy for Congestion Control. 243-246 - Chenhang Jiao, Yun Wang, Jinbin Tu
Task Scheduling System Based on Consensus Algorithm in P2P Network. 247-250 - Yun-Wei Lin, Lin-Hang Kao, Chun-Ting Yeh:
FingerTalk: Real-time Fingertip Trajectories Tracking Service based on IoTtalk. 251-254 - Kwanwoong Ryu, Joon-Young Jung, Ran-Jae Im:
Co-Channel Interference Cancellation in OFDMA System. 255-258 - Jung-Won Lee, Sejin Park:
A Study On Performance Improvement Of Hyperledger Fabric Through Batched Chaincode Message. 259-262 - Chia-Wei Tseng, Li-Fan Wu, Shih-Chun Hsu, Sheng-Wang Yu:
IPv6 DoS Attacks Detection Using Machine Learning Enhanced IDS in SDN/NFV Environment. 263-266 - Ui-Jun Baek, Mu-Gon Shin, Min-Seong Lee, Boseon Kim, Jee-Tae Park, Myung-Sup Kim:
Comparison of Distance Measurement in Time Series Clustering for Predicting Bitcoin Prices. 267-270 - Hong-Nam Quach, Chulwoong Choi, Kyungbaek Kim
Dynamic Network Provisioning with AI-enabled Path Planning. 271-274 - Sho Kanemaru, Tomoki Ikegaya, Kensuke Takahashi, Tsuyoshi Toyoshima:
Design and Implementation of Comprehensive Test Automation Method for API Adapter in C-Plane and U-Plane. 275-278 - Doyoung Lee, Jae-Hyoung Yoo, James Won-Ki Hong:
Q-learning based Service Function Chaining using VNF Resource-aware Reward Model. 279-282 - Atsushi Takada, Naoki Hayashi, Mizuto Nakamura, Naoyuki Tanji, Toshihiko Seki, Kyoko Yamagoe:
Topology Discovery for Telecommunications-carrier Networks using Equipment Alarms. 283-286 - Dae-Yong Kim, Meryam Essaid, Hongtaek Ju:
Examining Bitcoin mempools Resemblance Using Jaccard Similarity Index. 287-290 - Haneul Ko, Jaewook Lee, Hongrok Cho, Sangheon Pack:
Hierarchical Identifier (HID)-based 5G Architecture with Backup Slice. 291-293 - Yang Bai, Guixin Guo, Yong Wang, Kangyou Zhong, Jiang Li, Yunfei Du:
Dynamic reverse proxy chain generation for networks in data centers. 294-297 - Yue Han, Harry G. Perros, Mingwu Yao:
VM Allocation in Data Center Subject to CPU Percentile Constraints. 298-301 - Tzu-Kuang Lee, Jen-Jee Chen, Yu-Chee Tseng, Cheng-Kuan Lin:
Effect of Packet Loss and Delay on V2X Data Fusion. 302-305 - Che-Chun Teng, Mei-Chun Chen, Min-Han Hung, Hong-Jie Chen:
End-to-end Service Assurance in 5G Crosshaul Networks. 306-309 - Yuh-Jiuh Cheng, Bor-Tauo Chen, Wen-Lin Cheng:
Design and Performance Evaluation of Hexagonal Topology Networks with Novel Routing Algorithms. 310-313 - Joon-Young Jung, Dong-Joon Choi, Ran-Jae Im:
Switched Digital Video Using Convergence Transmission of Broadcasting and Communication on Cable TV Network. 314-317 - Kyungchan Ko, Changhoon Kang, Youngbok Park, Jongsoo Woo, James Won-Ki Hong:
Towards Blockchain-based Stainless Steel Tracking. 318-321 - Jiwon Bang, Mi-Jung Choi:
Docker environment based Apache Storm and Spark Benchmark Test. 322-325 - Jiyoon Lim, Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong:
Load Balancing Algorithm with Programmable Switch. 326-329 - Jungsu Han, Jongsoo Woo, James Won-Ki Hong:
Oversampling Techniques for Detecting Bitcoin Illegal Transactions. 330-333 - Tri Thong Tran, Yu-Chen Zhang, Wei-Tung Liao, Yu-Jen Lin, Ming-Chia Li, Huai-Sheng Huang:
An autonomous Mobile Robot System based on Serverless Computing and Edge Computing. 334-337 - Ting-Che Chuang, Min Liu, Yueh-Hsien Lin, Yong-Zen Haung, Chien-Wen Yang:
An Integrated Monitoring System for 5G Crosshaul Network. 338-340 - Hye-Yeong Shin, Meryam Essaid, Hongtaek Ju:
Estimating wallets and bitcoins owned by Satoshi using Hash-rate and Transactions analysis. 341-344 - Junghan Yoon, Jian Li, Sangho Shin:
A Measurement Study on Evaluating Container Network Performance for Edge Computing. 345-348 - Huilin Liu, Yucheng Ma, Xushan Chen, Meng Zhou, Shiyou Chen:
Reliability Evaluation and Optimization Method in Power Communication Network Based on Environmental Factors and Controlled Hybrid Stochastic Petri Net. 349-352 - Rong Xie:
Mobile agents' dynamic small-world network based on attention mechanism. 353-356 - Yuejia Dou, Huilin Liu, Liangkang Wei, Shiyou Chen:
Design and simulation of self-organizing network routing algorithm based on Q-learning. 357-360 - Min-Cheol Kim, Young-Tak Kim:
Design and Implementation of IEEE 802.11ah (HaLow) Dongle for IoT Wireless Networking. 361-364 - Soohyun Kim, Hyunsu Mun, Youngseok Lee:
Automatic Mobile App Speed Measurement with Robot. 365-368 - Sevendi Eldrige Rifki Poluan
A Framework for a Multisensory IoT System Based on Service-oriented Architecture. 369-372 - Adeel Rafiq, Muhammad Afaq
Mobility Performance Enhancement in Small Cells Cluster of 5G Network: A Handover Overhead Reduction Approach. 373-376 - Jong-Wouk Kim, Juhong Namgung, Yang-Sae Moon, Mi-Jung Choi:
Experimental Comparison of Machine Learning Models in Malware Packing Detection. 377-380 - Kouichi Genda, Mitsuru Abe, Shohei Kamamura:
Video Communication Optimization Using Distributed Edge Computing. 381-384 - Zhenguo Cui, Steven Y. Rim:
G-PFC: A Packet-Priority Aware PFC Scheme for the Datacenter. 385-388 - Umer Majeed
Cross-Silo Horizontal Federated Learning for Flow-based Time-related-Features Oriented Traffic Classification. 389-392 - Minkyung Lee, Choong Seon Hong
Service Chaining Offloading Decision in the EdgeAI: A Deep Reinforcement Learning Approach. 393-396 - Chien-Chi Kao, Yung-Chang Lai, Jung Pei, Chih-Wei Chang, Fei-Hua Kuo, Jin-Yuan Shun:
Intelligent Management System: Deep Convolutional Neural Networks for Automatic Attribute Recognition in IP Surveillance Networks. 397-400 - Chia-Wei Liao, Fuchun Joseph Lin
Evaluating NFV-enabled Network Slicing for 5G Core. 401-404 - Latif U. Khan
Federated Learning for Cellular Networks: Joint User Association and Resource Allocation. 405-408 - Huilin Liu, Xushan Chen, Guoxin Xia, Hui Guo:
Double-Lead Content Search Scheme for Producer Mobility in Named Data Networking. 409-412 - Yuqing Chen, Zhaohui Zheng:
Joint Deployment and Task Computation of UAVs in UAV-assisted Edge Computing Network. 413-416 - Pang-Chen Liu, Shun-Kai Yang, Lung-Chin Huang, Huai-En Tseng, Fei-Hua Kuo, Tai-Chueh Shih:
Prequalification of VDSL2 copper customers for G.fast services with artificial intelligence technology. 417-420 - Chun-Yu Chan, Guey-Yun Chang:
A beam-based eICIC algorithm. 421-427
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