18. CNSM 2022: Thessaloniki, Greece
18th International Conference on Network and Service Management, CNSM 2022, Thessaloniki, Greece, October, 31 - November, 4
Walter Cerroni, Salil Kanhere, Lefteris Mamatas, Marinos Charalambides, Panagiotis Papadimitriou, Carlos Raniery Paula dos Santos, Vinicius Fulber Garcia
IFIP Open Digital Library, IEEE Xplore
Contents
MC1: Edge and Fog Computing
Distributed Resource Autoscaling in Kubernetes Edge Clusters
Dimitrios Spatharakis, Ioannis Dimolitsas, Eleftherios Vlahakis, Dimitrios Dechouniotis, Nikolaos Athanasopoulos, Symeon Papavassiliou
A Geometric Approach to Real-time Quality of Experience Prediction in Volatile Edge Networks
Tom Goethals, Bruno Volckaert, Filip De Turck
Multi-access Edge Computing as a Service
Pedro Escaleira, Miguel Mota, Diogo Gomes, João Paulo Barraca, Rui Aguiar
Intent-based decentralized orchestration for green energy-aware provisioning of fog-native workflows
Mays AL-Naday, Tom Goethals, Bruno Volckaert
Honglin Fang, Peng Yu, Ying Wang, Li Wenjing, Fanqin Zhou, Run Ma
MC2: Next-Generation Services and Service Enablers
CADLAD: Device-aware Bitrate Ladder Construction for HTTP Adaptive Streaming
Minh Nguyen, Babak Taraghi, Abdelhak Bentaleb, Roger Zimmermann, Christian Timmerer
Remote Robotic Surgery: Joint Placement and Scheduling of VNF-FGs
Amina Hentati, Amin Ebrahimzadeh, Roch Glitho, Fatna Belqasmi, Rabeb Mizouni
Function Placement and Acceleration for In-Network Federated Learning Services
Nour El Houda Yellas, Bernardetta Addis, Roberto Riggio, Stefano Secci
Dynamically meeting performance objectives for multiple services on a service mesh
Forough Shahab Samani, Rolf Stadler
Integrated Network and End-host Policy Management for Network Slicing
Alexander Rabitsch, Themistoklis Anagnostopoulos, Karl-Johan Grinnemo, Joseph McNamara, Anne-Marie Bosneag, Michail Alexandros Kourtis, George Xilouris, Ozgu Alay, Anna Brunstrom
MC3: Internet Traffic, Modeling and Monitoring
∆Q Generative Models: Modeling Time-Variation in Network Quality
Bjørn Ivar Teigen, Neil Davies, Peter Thompson, Kai Olav Ellefsen, Tor Skeie, Jim Tørresen
PerfTrace: A New Multi-metric Network Performance Monitoring Tool
Yaozhong Liu, Long Pan, Chenglong Li, Lin He, Yirui Luo, Guanglei Song, Jiahai Yang, Zhiliang Wang
Monitoring Metrics for Load Balancing over Video Content Distribution Servers
Edenilson Jônatas dos Passos, Adriano Fiorese
The effect of the Russian-Ukrainian conflict from the perspective of Internet eXchanges
Cristian Trusin, Leandro Bertholdo, José Jair Santanna
MC4: IoT, Aerial and Vehicular Networks
FeD-UP: Federated Deep Reinforcement Learning-based UAV Path Planning against Hostile Defense System
Alvi Ataur Khalil, Mohammad Ashiqur Rahman
ReLI: Real-Time Lightweight Byzantine Consensus in Low-Power IoT-Systems
Himanshu Goyal, Manish Kausik H, Sudipta Saha
AI-Based mechanism for the Predictive Resource Allocation of V2X related Network Services
Asterios Mpatziakas, Anastasios Sinanis, Iosif Hamlatzis, Anastasios Drosou, Dimitrios Tzovaras
Wake-up Receiver based routing protocol for indoor Wireless Sensor Networks
Maximilian Weber, Ghofrane Fersi, Faouzi Derbel
Maximizing Information Usefulness in Vehicular CP Networks Using Actor-Critic Reinforcement Learning
Imed Ghnaya, Toufik Ahmed, Mohamed Mosbah, Hasnaa Aniss
TS1: Intelligent Network and Service Management
HSFL: An Efficient Split Federated Learning Framework via Hierarchical Organization
Tengxi Xia, Yongheng Deng, Sheng Yue, Junyi He, Ju Ren, Yaoxue Zhang
Accelerating Causal Inference Based RCA Using Prior Knowledge From Functional Connectivity Inference
Giles Winchester, George Parisis, Robert Harper, Luc Berthouze
Takanori Hara, Masahiro Sasabe
TS2: Data Plane Programmability
eBPF Programming Made Easy with eCLAT
Andrea Mayer, Lorenzo Bracciale, Paolo Lungaroni, Pierpaolo Loreti, Stefano Salsano, Giuseppe Bianchi
Preventing Control Plane Overload in SDN Networks with Programmable Data Planes
Cristian Bermudez Serna, Carmen Mas-Machuca
Howdah: Load Profiling via In-Band Flow Classification and P4
Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto, Alexander Clemm
SPS1: Network Traffic and Delay Optimization
Fast Traffic Engineering by Gradient Descent with Learned Differentiable Routing
Krzysztof Rusek, Paul Almasan, Jose Suarez-Varela, Piotr Cholda, Pere Barlet-Ros, Albert Cabellos-Aparicio
Flow-level Tail Latency Estimation and Verification based on Extreme Value Theory
Max Helm, Florian Wiedner, Georg Carle
Neural collaborative filtering for network delay matrix completion
Sanaa Ghandi, Alexandre Reiffers-Masson, Sandrine Vaton, Thierry Chonavel
TS3: Wide Area Networks
A Realistic Open-Data-based Cost Model for Wireless Backhaul Networks in Rural Areas
Gabriele Gemmi, Llorenç Cerdà-Alabern, Leonardo Maccari
Comparing Traditional and GAN-based Approaches for the Synthesis of Wide Area Network Topologies
Katharina Dietz, Michael Seufert, Tobias Hoßfeld
On the Asymmetry of Internet eXchange Points - Why Should IXPs and CDNs Care?
Leandro Bertholdo, Sandro Ferreira, João Ceron, Lisandro Granville, Ralph Holz, Roland van Rijswijk-Deij
TS4: Wireless Networks and IoT
Time-sensitive Multi-Flow Routing in Highly Utilized MANETs
Klement Hagenhoff, Eike Viehmann, Gabi Dreo Rodosek
Forecasting-based Cloud-assisted Dynamic Channel Assignment Mechanism for Mesh WiFi Networks
Mehmet Sukru Kuran, Oguz Koksal, Melih Kılıç, Ahmet Uğur İlter, Gökçe Ekin Nehas, Sadık Öztürk
FlexiCast: A Structure-Adaptive Protocol for Efficient Data-Sharing in IoT
Madhav Tummala, Manish Kausik H, Sudipta Saha
SPS2: Next-Generation Networks and Security
QoS-aware SFC Migration Scheduling based on Encoder-Decoder RNN for Cloud-Native Platform
Takahiro Hirayama, Masahiro Jibiki, Takaya Miyazawa, Ved Kafle
Alexandros Papadopoulos, Antonios Lalas, Konstantinos Votis, Dimitrios Tyrovolas, George Karagiannidis, Sotiris Ioannidis, Christos Liaskos
A Novel Cost-Aware Load Balancing Algorithm for Road Side Units in Internet of Vehicles
Shivank Thapa, Swagat Sahoo, Moumita Patra, Arobinda Gupta
An Online Framework for Adapting Security Policies in Dynamic IT Environments
Kim Hammar, Rolf Stadler
TS5: Protocol Performance and Security
PTP Security Measures and their Impact on Synchronization Accuracy
Filip Rezabek, Max Helm, Tizian Leonhardt, Georg Carle
Assessing e-Government DNS Resilience
Raffaele Sommese, Mattijs Jonker, Jeroen van der Ham, Giovane C. M. Moura
On the Performance of TCP in Reconfigurable Data Center Networks
Kaan Aykurt, Johannes Zerwas, Andreas Blenk, Wolfgang Kellerer
DS: Demo Session
RITUAL: A Platform Quantifying the Trustworthiness of Supervised Machine Learning
Alberto Huertas Celdrán, Jan Bauer, Melike Demirci, Joel Leupp, Muriel Franco, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martinez Perez, Burkhard Stiller
Open-Source Service Management for a Fully Disaggregated Optical Network Simulation
Sai Kireet Patri, Shabnam Sultana, Michael Dürre, Saquib Amjad, Aijana Schumann, Achim Autenrieth, Jörg-Peter Elbers, Thomas Bauschert, Carmen Mas-Machuca
Function-as-a-Service Orchestration in Fog Computing Environments
Gaetano Francesco Pittalà, Gianluca Davoli, Davide Borsatti, Walter Cerroni, Carla Raffaelli
Demo: Blockchain-based Inter-Provider Agreements for 6G Networks
Farhana Javed, Josep Mangues-Bafalluy
Graph Based Liability Analysis for the Microservice Architecture
Onur Kalinagac, Wissem Soussi, Gürkan Gür
Private Cellular Network Deployment: Comparison of OpenAirInterface with Magma Core
Nischal Aryal, Fariba Ghaffari, Saeid Rezaei, Emmanuel Bertin, Noel Crespi
TS6: Multimedia and QoS
iRED: Improving the DASH QoS by dropping packets in programmable data planes
Leandro Almeida, Guilherme Matos, Rafael Pasquini, Chrysa Papagianni, Fábio Verdi
Performability Assessment of containerized multi-tenant IMS through Multidimensional UGF
Luigi De Simone, Mario Di Mauro, Maurizio Longo, Fabio Postiglione, Roberto Natella
S1: High-precision communications for networking services
Assessing Unsupervised Machine Learning solutions for Anomaly Detection in Cloud Gaming Sessions
Joël Ky, Bertrand Mathieu, Abdelkader Lahmadi, Raouf Boutaba
LOCOMOTIVE 5G Core for 6G ready Resilient and Highly Available Network Slices and SFCs
Sourav Sarkar, Shwetha Vittal, Antony Franklin A
S2: High-precision communications for latency
Scalable Damper-based Deterministic Networking
Mohamed Yassine Naghmouchi, Shoushou Ren, Jeremie Leguay, Paolo Medagliani, Sebastien Martin
Real Time Local Re-Routing to limit Queuing Delay exploiting SRv6 and Extensible In-Band Processing
Marco Polverini, Davide Aureli, Antonio Cianfrani, Francesco Giacinto Lavacca, Marco Listanti
MC5: Security, Privacy and Resiliency
Towards a Behavioral and Privacy Analysis of ECS for IPv6 DNS Resolvers
Leyao Nie, Lin He, Guanglei Song, Hao Gao, Chenglong Li, Zhiliang Wang, Jiahai Yang
Black-box Attacks to Log-based Anomaly Detection
Shaohan Huang, Yi Liu, Carol Fung, Hailong Yang, Zhongzhi Luan
Zero-touch security automation mechanisms for edge NFV: the π-Edge approach
Alexandros Valantasis, Nikos Psaromanolakis, Vasileios Theodorou
To Embed or Not to Embed SHA in Programmable Network Interface Cards
Diego Mafioletti, Magnos Martinello, Moises Ribeiro, Marco Ruffini, Frank Slyne
VM Failure Prediction with Log Analysis using BERT-CNN Model
Sukhyun Nam, Jae-Hyoung Yoo, James Hong
MC6: Intelligent Radio and Network Programmability
A Sample Efficient Multi-Agent Approach to Continuous Reinforcement Learning
Diarmuid Corcoran, Per Kreuger, Magnus Boman