| 2020 | 16th International Conference on Network and Service Management, CNSM 2020, Izmir, Turkey, November 2-6, 2020 Nur Zincir-Heywood, Mehmet Ulema, Müge Sayit, Stuart Clayman, Myung-Sup Kim, Cihat Cetinkaya |
| 2020 | A Comprehensive Solution for the Analysis, Validation and Optimization of SDN Data-Plane Configurations. Wejdene Saied, Faouzi Jaïdi, Adel Bouhoula |
| 2020 | A Distributed Depth First Search based Algorithm for Edge Connectivity Estimation. Onur Ugurlu, Vahid Khalilpour Akram, Deniz Türsel Eliiyi |
| 2020 | A Formal Approach for Automatic Detection and Correction of SDN Switch Misconfigurations. Wejdene Saied, Adel Bouhoula |
| 2020 | A Mechanism for Intent Driven Adaptive Policy Decision Making. Joseph McNamara, Liam Fallon, Enda Fallon |
| 2020 | A Novel SDN Dataset for Intrusion Detection in IoT Networks. Alper Kaan Sarica, Pelin Angin |
| 2020 | A PCE-Based Framework for Future Internet Deterministic and Time-Sensitive Networks. Daniel King, Adrian Farrel |
| 2020 | A Performance Analysis of Native JSON Parsers in Java, Python, MS.NET Core, JavaScript, and PHP. Hardeep Kaur Dhalla |
| 2020 | A QoE Inference Method for DASH Video Using ICMP Probing. Gilson Miranda Jr., Daniel Fernandes Macedo, Johann M. Márquez-Barja |
| 2020 | A Synchronous Multi-Step Algorithm for Flexible and Efficient Virtual Network Reconfiguration. Nguyen Tuan Khai, Andreas Baumgartner, Thomas Bauschert |
| 2020 | A Techno-Economic Assessment of Microservices. Ioannis Papakonstantinou, Sarantis Kalafatidis, Lefteris Mamatas |
| 2020 | A Workflow-less Autonomous System Architecture for Assurance Operations using Choreography Architecture. Kensuke Takahashi, Tomoki Ikegaya, Ryota Katayanagi, Satoshi Kondoh, Tsuyoshi Toyoshima |
| 2020 | AI development and application of AI-based solutions in the area of information and data management in Poland. Grzegorz Chmielarz, Arnold Pabian |
| 2020 | Accelerating Virtual Network Embedding with Graph Neural Networks. Farzad Habibi, Mahdi Dolati, Ahmad Khonsari, Majid Ghaderi |
| 2020 | An Effective Policy Sharing Mechanism for Smart Home Networks. Carol J. Fung, Bill McCormick |
| 2020 | An IoT Device Identification Method based on Semi-supervised Learning. Linna Fan, Shize Zhang, Yichao Wu, Zhiliang Wang, Chenxin Duan, Jia Li, Jiahai Yang |
| 2020 | Analysis of Content Availability at Network Failure in Information-Centric Networking. Ryo Nakamura, Noriaki Kamiyama |
| 2020 | Analytical Delay Model of virtual CPE for 5G eMBB services in SD-CDN. Müge Erel Ozcevik, Ferdi Tekçe, Fuat Kayapinar |
| 2020 | AnnaBellaDB: Key-Value Store Made Cloud Native. Mark Szalay, Péter Mátray, László Toka |
| 2020 | Are you on Mobile or Desktop? On the Impact of End-User Device on Web QoE Inference from Encrypted Traffic. Sarah Wassermann, Pedro Casas, Zied Ben-Houidi, Alexis Huet, Michael Seufert, Nikolas Wehner, Joshua Schüler, Shengming Cai, Hao Shi, Jinchun Xu, Tobias Hoßfeld, Dario Rossi |
| 2020 | Augmented Wi-Fi: An AI-based Wi-Fi Management Framework for Wi-Fi/LTE Coexistence. Paola Soto, Miguel Camelo, Jaron Fontaine, Merkebu Girmay, Adnan Shahid, Vasilis Maglogiannis, Eli De Poorter, Ingrid Moerman, Juan Felipe Botero, Steven Latré |
| 2020 | Automated Performance Evaluation of Intent-based Virtual Network Systems. Kazuki Tanabe, Tatsuya Fukuda, Takayuki Kuroda |
| 2020 | BGP Anycast Tuner: Intuitive Route Management for Anycast Services. Leandro Marcio Bertholdo, João M. Ceron, Lisandro Zambenedetti Granville, Giovane C. M. Moura, Cristian Hesselman, Roland van Rijswijk-Deij |
| 2020 | Best nexthop Load Balancing Algorithm with Inband network telemetry. Jiyoon Lim, Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong |
| 2020 | Building and Evaluating Federated Models for Edge Computing. Yasaman Amannejad |
| 2020 | Challenges Towards Automation of Live Telco Network Management: Closed Control Loops. Ishan Vaishnavi, Laurent Ciavaglia |
| 2020 | Connection-Free Reliable and Efficient Transport Services in the IP Internet. J. J. Garcia-Luna-Aceves, Abdulazaz Ali Albalawi |
| 2020 | Content Placement Problem in a Hierarchical Collaborative Caching method for 5G networks (CPP-HCC). Farnaz Hassanzadeh, Ertan Onur |
| 2020 | DASH QoE Performance Evaluation Framework with 5G Datasets. Raza Ul-Mustafa, Md. Tariqul Islam, Christian Esteve Rothenberg, Simone Ferlin, Darijo Raca, Jason J. Quinlan |
| 2020 | Deep Learning Models for Gesture-controlled Drone Operation. Tahajjat Begum, Israat Haque, Vlado Keselj |
| 2020 | Deep Q-Networks based Auto-scaling for Service Function Chaining. Doyoung Lee, Jae-Hyoung Yoo, James Won-Ki Hong |
| 2020 | Demystifying Content-blockers: A Large-scale Study of Actual Performance Gains. Ismael Castell-Uroz, Josep Solé-Pareta, Pere Barlet-Ros |
| 2020 | Detecting Degradation of Web Browsing Quality of Experience. Alexis Huet, Zied Ben-Houidi, Bertrand Mathieu, Dario Rossi |
| 2020 | Dynamic Service Placement and Load Distribution in Edge Computing. Adyson Magalhães Maia, Yacine Ghamri-Doudane, Dario Vieira, Miguel Franklin de Castro |
| 2020 | Efficient Application Deployment in Fog-enabled Infrastructures. Lyla Naghipour Vijouyeh, Masoud Sabaei, José Santos, Tim Wauters, Bruno Volckaert, Filip De Turck |
| 2020 | Ensemble Deep Learning Aided VNF Deployment for IoT Services. Mahzabeen Emu, Salimur Choudhury |
| 2020 | Ensuring Consistency for Asynchronous Group-Key Management in the Industrial IoT. Alessandro Piccoli, Marc-Oliver Pahl, Steffen Fries, Tolga Sel |
| 2020 | Environment Aware Adaptive Q-Learning to Deploy SFC on Edge Computing. Suman Pandey, James W. Hong, Jae-Hyoung Yoo |
| 2020 | Evaluating the Cloud-RAN architecture: functional splitting and switched Ethernet Xhaul. Andrés F. Ocampo, Mah-Rukh Fida, Ahmed Elmokashfi, Haakon Bryhni |
| 2020 | Every Node for Itself: Fully Distributed Service Coordination. Stefan Schneider, Lars Dietrich Klenner, Holger Karl |
| 2020 | Experimental Model of the System for Intelligent Power Plant Management. Robert Kuceba, Grzegorz Chmielarz |
| 2020 | Experimental validation of L3 VPN Network Model for improving VPN service design and provisioning. Samier Barguil, Óscar González de Dios, Víctor López, Roque Gagliano, Ignacio Carretero, Ricard Vilalta |
| 2020 | Finding Effective Security Strategies through Reinforcement Learning and Self-Play. Kim Hammar, Rolf Stadler |
| 2020 | From Encrypted Video Traces to Viewport Classification. Othmane Belmoukadam, Chadi Barakat |
| 2020 | GateSelect: A novel Internet gateway selection algorithm for client nodes. Khulan Batbayar, Roc Meseguer, Ramin Sadre, Suresh Subramaniam |
| 2020 | Graph Neural Network-based Virtual Network Function Deployment Prediction. Heegon Kim, Suhyun Park, DongNyeong Heo, Stanislav Lange, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong |
| 2020 | Heuristic for Edge-enabled Network Slicing Optimization using the "Power of Two Choices". José Jurandir Alves Esteves, Amina Boubendir, Fabrice Guillemin, Pierre Sens |
| 2020 | Interpretable Unsupervised Anomaly Detection For RAN Cell Trace Analysis. Ashima Chawla, Paul Jacob, Saman Feghhi, Devashish Rughwani, Sven van der Meer, Sheila Fallon |
| 2020 | Investigating the network traffic of Industry 4.0 applications - methodology and initial results. Gábor Soós, Dániel Ficzere, Pál Varga |
| 2020 | ML-Driven DASH Content Pre-Fetching in MEC-Enabled Mobile Networks. Rasoul Behravesh, Daniel F. Perez-Ramirez, Akhila Rao, Davit Harutyunyan, Roberto Riggio, Rebecca Steinert |
| 2020 | Machine Learning based SLA-Aware VNF Anomaly Detection for Virtual Network Management. Jibum Hong, Suhyun Park, Jae-Hyoung Yoo, James Won-Ki Hong |
| 2020 | Measuring End-to-end Packet Processing Time in Service Function Chaining. Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong |
| 2020 | Micro SIDs: a solution for Efficient Representation of Segment IDs in SRv6 Networks. Angelo Tulumello, Andrea Mayer, Marco Bonola, Paolo Lungaroni, Carmine Scarpitta, Stefano Salsano, Ahmed Abdelsalam, Pablo Camarillo, Darren Dukes, François Clad, Clarence Filsfils |
| 2020 | Mind the (QoE) Gap: On the Incompatibility of Web and Video QoE Models in the Wild. Michael Seufert, Nikolas Wehner, Viktoria Wieser, Pedro Casas, Germán Capdehourat |
| 2020 | Modeling Components for Cut-Through Performance Analysis of Network Switches. Marat Zhanikeev |
| 2020 | Network Coding Aware User Plane for Mobile Networks. Yekta Turk, Engin Zeydan, Zeki Bilgin, Baris Berk Zorba |
| 2020 | On Minimizing Synchronization Cost in NFV-based Environments. Zakaria Alomari, Mohamed Faten Zhani, Moayad Aloqaily, Ouns Bouachir |
| 2020 | On the impact of novel function mappings, sharing policies, and split settings in network slice design. Wesley da Silva Coelho, Amal Benhamiche, Nancy Perrot, Stefano Secci |
| 2020 | Online feature selection for rapid, low-overhead learning in networked systems. Xiaoxuan Wang, Forough Shahab Samani, Rolf Stadler |
| 2020 | Pollution Attacks on Counting Bloom Filters for Black Box Adversaries. Pedro Reviriego, Ori Rottenstreich |
| 2020 | Prediction-based Flow Routing in Programmable Networks with P4. Christoph Hardegen, Sebastian Rieger |
| 2020 | Quality estimation for DASH clients by using Deep Recurrent Neural Networks. Bita Kheibari, Müge Sayit |
| 2020 | R2-D2: Filter Rule set Decomposition and Distribution in Software Defined Networks. Ahmad Abboud, Rémi Garcia, Abdelkader Lahmadi, Michaël Rusinowitch, Adel Bouhoula |
| 2020 | Recent Advances and Trends in Lightweight Cryptography for IoT Security. Nilupulee Anuradha Gunathilake, Ahmed Al-Dubai, William J. Buchanan |
| 2020 | Reliability-Driven Deployment in Energy-Harvesting Sensor Networks. Xiaofan Yu, Xueyang Song, Ludmila Cherkasova, Tajana Simunic Rosing |
| 2020 | SDN Heading North: Towards a Declarative Intent-based Northbound Interface. Shiyam Alalmaei, Yehia Elkhatib, Mehdi Bezahaf, Matthew Broadbent, Nicholas J. P. Race |
| 2020 | SWEETEN: Automated Network Management Provisioning for 5G Microservices-Based Virtual Network Functions. Rafael de Jesus Martins, Ariel Galante Dalla-Costa, Juliano Araújo Wickboldt, Lisandro Zambenedetti Granville |
| 2020 | SafeGuard: Congestion and Memory-aware Failure Recovery in SD-WAN. Meysam Shojaee, Miguel C. Neves, Israat Haque |
| 2020 | SecBot: a Business-Driven Conversational Agent for Cybersecurity Planning and Management. Muriel Figueredo Franco, Bruno Rodrigues, Eder John Scheid, Arthur Selle Jacobs, Christian Killer, Lisandro Zambenedetti Granville, Burkhard Stiller |
| 2020 | Self-Driving Network and Service Coordination Using Deep Reinforcement Learning. Stefan Schneider, Adnan Manzoor, Haydar Qarawlus, Rafael Schellenberg, Holger Karl, Ramin Khalili, Artur Hecker |
| 2020 | Service-centric Segment Routing Mechanism using Reinforcement Learning for Encrypted Traffic. Van Tong, Sami Souihi, Hai Anh Tran, Abdelhamid Mellouk |
| 2020 | Simulative Evaluation of KPIs in SDN for Topology Classification and Performance Prediction Models. Nicholas Gray, Katharina Dietz, Tobias Hoßfeld |
| 2020 | Temporal Representations for Detecting BGP Blackjack Attacks. Rafael Copstein, Nur Zincir-Heywood |
| 2020 | Time-based Anomaly Detection using Autoencoder. Mohammad A. Salahuddin, Md. Faizul Bari, Hyame Assem Alameddine, Vahid Pourahmadi, Raouf Boutaba |
| 2020 | Topology Discovery Method using Network Equipment Alarms. Atsushi Takada, Naoki Hayashi, Mizuto Nakamura, Toshihiko Seki, Kyoko Yamagoe |
| 2020 | Towards avatar-based discovery for IoT services using social networking and clustering mechanisms. Karima Khadir, Nawal Guermouche, Thierry Monteil, Amal Guittoum |
| 2020 | Transfer Log-based Anomaly Detection with Pseudo Labels. Shaohan Huang, Yi Liu, Carol J. Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan |
| 2020 | UDP Flow Entry Eviction Strategy Using Q-Learning in Software Defined Networking. Hanhimnara Choi, Syed M. Raza, Moonseong Kim, Hyunseung Choo |
| 2020 | URL-based Web Tracking Detection Using Deep Learning. Ismael Castell-Uroz, Théo Poissonnier, Pierre Manneback, Pere Barlet-Ros |
| 2020 | Understanding Hop Characteristics for Enhanced Relay Services. Salim Mohamed, Osama Mohammed |
| 2020 | Unsupervised Noise Detection in Unstructured data for Automatic Parsing. Shubham Jain, Amy de Buitléir, Enda Fallon |
| 2020 | Using Reinforcement Learning to Allocate and Manage SFC in Cellular Networks. Guto Leoni Santos, Judith Kelner, Djamel Sadok, Patricia Takako Endo |
| 2020 | Weaknesses and Challenges of Network Neutrality Measurement Tools. Ximun Castoreo, Patrick Maillé, Bruno Tuffin |
| 2020 | amulog: A General Log Analysis Framework for Diverse Template Generation Methods. Satoru Kobayashi, Yuya Yamashiro, Kazuki Otomo, Kensuke Fukuda |