IFIP TC6 Open Digital Library

17. CNSM 2021: Izmir, Turkey (Virtual)

17th International Conference on Network and Service Management, CNSM 2021, Izmir, Turkey (Virtual), October 25-29, 2021

Müge Sayıt, Stuart Clayman

IFIP Open Digital Library, IEEE Xplore, ISBN: 978-3-903176-36-2



Contents

NetPA-TS1: Zero-touch Network and Service Management

HolistIX: a zero-touch approach for IXPs

Christoff Visser, Seiichi Yamamoto, Takashi Tomine, Yuji Sekiya, Marc Bruyere

 

Delay-Sensitive Wireless Content Delivery: An Interpretable Artificial Intelligence Approach

Estefania Coronado, Blas Gómez, José Villalón, Antonio Garrido, Muhammad Shuaib Siddiqui, Roberto Riggio

 

Network Assurance in Intent-Based Networking Data Centers with Machine Learning Techniques

Xiaoang Zheng, Aris Leivadeas

 

MC1: Network Design and Analytics

Traffic Engineering with Segment Routing Considering Probabilistic Failures

Ying Tian, Zhiliang Wang, Xia Yin, Xingang Shi, Jiahai Yang, Han Zhang, Yingya Guo, Haijun Geng

 

A Hierarchical Tree-Based Syslog Clustering Scheme for Network Diagnosis

Sizhe Rao, Minghui Wang, Cuixia Tian, Xin'an Yang, Xiangqiao Ao

 

Survivable Virtual Network Mapping against Double-Link Failures Based on Virtual Network Capacity Sharing

Emanuele Viadana, Omran Ayoub, Francesco Musumeci, Massimo Tornatore

 

Auction-based federated learning using software-defined networking for resource efficiency

Eunil Seo, Dusit Niyato, Erik Elmroth

 

How are your Apps Doing? QoE Inference and Analysis in Mobile Devices

Nikolas Wehner, Michael Seufert, Joshua Schüler, Pedro Casas, Tobias Hoßfeld

 

MC2: Wireless Networks

3D Deployment and User Association of CoMP-assisted multiple Aerial Base Stations for Wireless Network Capacity Enhancement

Yikun Zhao, Fanqin Zhou, Li Wenjing, Yuan Gao, Lei Feng, Peng Yu

 

Joint Virtual Machine Embedding and Wireless Data Center Topology Management

Beyza Butun, Ertan Onur

 

Intelligent and Energy-efficient Distributed Resource Allocation for 5G Cloud Radio Access Networks

Zhengyuan Liu, Peng Yu, Fanqin Zhou, Lei Feng, Li Wenjing

 

Max-Min Fair Bandwidth Allocation in Millimeter-Wave Radio Cluster

İdil Alemdar, Ertan Onur

 

Evaluation of Cluster Effect in Mobile Opportunistic Networks

Zeynep Vatandas, Koojana Kuladinithi, Ulrich Killat, Andreas Timm-Giel

 

NetPA-TS2: Network Programmability with P4

Charon: Load-Aware Load-Balancing in P4

Carmine Rizzi, Zhiyuan Yao, Yoann Desmouceaux, Mark Townsley, Thomas Clausen

 

P4 language extensions for stateful packet processing

Angelo Tulumello

 

Dynamic Service Programming with Path Preprocessing

Julian Klaiber, Severin Dellsperger, Laurent Metzger, Ahmed Abdelsalam, Francois Clad

 

MC3: 5G

Optimal Network Design: Edge Server Placement and Link Capacity Assignment for Delay-Constrained Services

Devyani Gupta, Joy Kuri

 

Network Slicing in 5G Edge Networks with Controlled Slice Redistributions

Samaresh Bera, Neelesh Mehta

 

Self Optimizing Network Slicing in 5G for Slice Isolation and High Availability

Shwetha Vittal, Antony Franklin A

 

On Auto-scaling and Load Balancing for User-plane Gateways in a Softwarized 5G Network

Giang Nguyen, Karl-Johan Grinnemo, Javid Taheri, Johan Forsman, Thang Le Duc, Anna Brunstrom

 

Efficient Orchestration of Service Chains in Fog Computing for Immersive Media

José Santos, Jeroen van der Hooft, Maria Torres Vega, Tim Wauters, Bruno Volckaert, Filip De Turck

 

NetPA-TS3: Beyond Network Programmability

An In-Kernel Solution Based on XDP for 5G UPF: Design, Prototype and Performance Evaluation

Thiago Amaral, Raphael Vicente Rosa, David Moura, Christian Esteve Rothenberg

 

Token Cell Routing: A New Sub-IP Layer Protocol

Stewart Bryant, Alexander Clemm

 

Programmable Data Planes as the Next Frontier for Networked Robotics Security: A ROS Use Case

Diego Mafioletti, Ricardo Mello, Marco Ruffini, Valerio Frascolla, Magnos Martinello, Moises Ribeiro

 

MC4: Security and Privacy

Anomaly Detection of ICS Communication Using Statistical Models

Ivana Burgetová, Petr Matoušek, Ondrej Rysavy

 

Assessing the limits of privacy and data usage for web browsing analytics

Daniel Perdices, Jorge López de Vergara, Ivan Gonzalez

 

An Ensemble Learning-Based Architecture for Security Detection in IoT Infrastructures

Adrien Hemmer, Mohamed Abderrahim, Remi Badonnel, Isabelle Chrisment

 

Link Latency Attack in Software-Defined Networks

Sanaz Soltani, Mohammad Shojafar, Habib Mostafaei, Zahra Pooranian, Rahim Tafazolli

 

On Detection of Manipulative Cognitive Functions in Cognitive Autonomous Networks

Anubhab Banerjee, Stephen Mwanje, Georg Carle

 

Figure of Merit for a Multi-Generation Network

Darren Ramsook, Daniel Mahatoo, Patrick Hosein

 

TS1: Machine Learning

Network Traffic Characteristics of Machine Learning Frameworks Under the Microscope

Johannes Zerwas, Kaan Aykurt, Stefan Schmid, Andreas Blenk

 

Reinforcement Learning for Automated Energy Efficient Mobile Network Performance Tuning

Diarmuid Corcoran, Per Kreuger, Magnus Boman

 

DRL-based Slice Placement Under Non-Stationary Conditions

José Alves Esteves, Amina Boubendir, Fabrice Guillemin, Pierre Sens

 

PS1: Applications

ChaosTwin: A Chaos Engineering and Digital Twin Approach for the Design of Resilient IT Services

Filippo Poltronieri, Mauro Tortonesi, Cesare Stefanelli

 

ASRE - Towards Application-specific Resource Ensembles across Edges and Clouds

Hong-Linh Truong

 

Improving Quality of HTTP Adaptive Streaming with Server and Network-Assisted DASH

Reza Shokri Kalan

 

Caching Video on Demand in Radio Cluster

Furkan Murat, Ertan Onur

 

PS2: Traffic

Known Performance Issues Are Prevalent in Consumer WiFi Routers

Bjørn Ivar Teigen, Kai Olav Ellefsen, Tor Skeie, Jim Tørresen

 

Network Tomography and Partial Least Squares for Traffic Matrix Estimation

Francisco J. Cuberos, Irene Herrera, Katarzyna Wasielewska, José Camacho

 

Towards Evaluating Quality of Datasets for Network Traffic Domain

Dominik Soukup, Peter Tisovcik, Karel Hynek, Tomas Cejka

 

Energy-aware Coflow Scheduling for Sustainable Workload Management

Sadiya Ahmad, Flavio Esposito, Estefania Coronado

 

TS2: 5G/Slicing

Placement of 5G RAN slices in Multi-tier O-RAN 5G networks with Flexible Functional Splits

Egemen Sarikaya, Ertan Onur

 

Using 5G QoS Mechanisms to Achieve QoE-Aware Resource Allocation

Marcin Bosk, Marija Gajić, Susanna Schwarzmann, Stanislav Lange, Riccardo Trivisonno, Clarissa Marquezan, Thomas Zinner

 

Reoptimizing Network Slice Embedding on EON-enabled Transport Networks

Sepehr Taeb, Nashid Shahriar, Shihabur Chowdhury, Massimo Tornatore, Raouf Boutaba, Jeebak Mitra, Mahdi Hemmati

 

TS3: Edge

EdgeDQN: Multiple SFC Placement in Edge Computing Environment

Suman Pandey, Tu Nguyen, Jae-Hyoung Yoo, James Hong

 

Cost-Efficient Dynamic Service Function Chain Embedding in Edge Clouds

Weihan Chen, Zhiliang Wang, Han Zhang, Xia Yin, Xingang Shi

 

SDN/NFV based Secure SCMA design in SDR

Muge Erel-Ozcevik, Ferdi Tekçe

 

PS3: ML and AI

Impact of Retransmission on VoWiFi Cell Capacity Estimation using IEEE 802.11ax WiFi Standard

Ayes Chinmay, Hemanta Kumar Pati

 

On-demand network bandwidth reservation combining machine learning and linear programming

Kouichi Genda

 

Proactive Live Migration for Virtual Network Functions using Machine Learning

Seyeon Jeong, Tu Nguyen, Jae-Hyoung Yoo, James Hong

 

Artificial intelligence and big data driven IS security management solution with applications in higher education organizations

Vladislavs Minkevics, Janis Kampars

 

Novel HTTPS classifier driven by packet bursts, flows, and machine learning

Zdena Tropkova, Karel Hynek, Tomas Cejka

 

IoT-based Access Management Supported by AI and Blockchains

Eryk Schiller, Elfat Esati, Burkhard Stiller

 

PS4: Network Management

countBF: A General-purpose High Accuracy and Space Efficient Counting Bloom Filter

Sabuzima Nayak, Ripon Patgiri

 

Session-persistent Load Balancing for Clustered Web Servers without Acting as a Reverse-proxy

S. Mohammad Hosseini, Amir Hossein Jahangir, Sina Daraby

 

NUFTCP: Towards Smooth Network Updates in Software-Defined Datacenter Networks

Abdul Basit Dogar, Yiran Zhang

 

Investigating Inter-NF Dependencies in Cloud-Native 5G Core Networks

Endri Goshi, Michael Jarschel, Rastin Pries, Mu He, Wolfgang Kellerer

 

Automation of modular and programmable control and data plane SDN networks

Eder Ollora Zaballa, David Franco, Eduardo Jacob, Marivi Higuero, Michael Berger

 

An Intent-Driven Orchestration of Cognitive Autonomous Networks for RAN management

Anubhab Banerjee, Stephen Mwanje, Georg Carle

 

DS1: IoT Networking, Network Telemetry and Analytics

LoRaPlan: A Software to Evaluate Gateway Placement in LoRaWAN

Frank Loh, Noah Mehling, Florian Metzger, Tobias Hoßfeld, David Hock

 

IEEE 802.11ah (HaLow) Dongle for Simplified IoT Wireless Networking

Min-Cheol Kim, Young-Tak Kim

 

An experimentation environment for SDN-based autonomous vehicles in smart cities

Athanasios Papadakis, Tryfon Theodorou, Lefteris Mamatas, Sophia Petridou

 

Cloud Native Data Platform for Network Telemetry and Analytics

Daniel Tovarňák, Matúš Raček, Petr Velan

 

PS5: Resilience

Optimizing primary and backup SDN controllers' placement resilient to node-targeted attacks

Mariusz Mycek, Michal Pióro, Artur Tomaszewski, Amaro de Sousa

 

Proactive Detection for Countermeasures on Port Scanning based Attacks

Evgeny Sagatov, Samara Mayhoub, Andrei Sukhov, Flavio Esposito, Prasad Calyam

 

A novel unified handover Algorithm for LTE-A

Sunil Hebbur Srikantamurthy, Andreas Baumgartner

 

EdgeEcho: An Architecture for Echocardiology at the Edge

Aman Khalid, Flavio Esposito, Alessio Sacco, Steven Smart

 

PS6: Algorithms

Evaluating Urban Network Activity Hotspots through Granular Cluster Analysis of Spatio-Temporal Data

Jane Frances Pajo, George Kousiouris, Dimosthenis Kyriazis, Roberto Bruschi, Franco Davoli

 

A Greedy Algorithm for Minimum Cut into Bounded Sets Problem

Onur Ugurlu, Vahid Akram, Deniz Eliiyi

 

Fault-Tolerant 1-bit Representation for DistributedInference Tasks in Wireless IoT

Mostafa Hussien, Kim Khoa Nguyen, Mohamed Cheriet

 

Optimized Transfer Learning: Application for Wireless Channel Selection

Mohammad Askarizadeh, Mostafa Hussien, Masoumeh Zare, Kim Khoa Nguyen

 

TS4: Orchestration

Inferring Software Composition and Credentials of Embedded Devices from Partial Knowledge

Pierre-Marie Junges, Jérôme François, Olivier Festor

 

Obstacle-Aware and Energy-Efficient Multi-Drone Coordination and Networking for Disaster Response

Chengyi Qu, Rounak Singh, Alicia Esquivel Morel, Francesco Betti Sorbelli, Prasad Calyam, Sajal Das

 

Automating Reliable and Fault-Tolerant Design of LoRa-based IoT Networks

Xiaofan Yu, Weihong Xu, Ludmila Cherkasova, Tajana Simunic Rosing

 

TS5: Network Monitoring

Performance Analysis of Anomaly Detection Methods for Application System on Kubernetes with Auto-scaling and Self-healing

Yoichi Matsuo, Daisuke Ikegami

 

IntStream: An Intent-driven Streaming Network Telemetry Framework

Xin Cheng, Zhiliang Wang, Shize Zhang, Xin He, Jiahai Yang

 

Network Problem Diagnostics using Typographic Error Correction

Martin Holkovic, Michal Bohus, Ondrej Rysavy

 

TS6: Security

Analyzing and Assessing Pollution Attacks on Bloom Filters: Some Filters are More Vulnerable than Others

Pedro Reviriego, Ori Rottenstreich, Shanshan Liu, Fabrizio Lombardi

 

ANYway: Measuring the Amplification DDoS Potential of Domains

Olivier van der Toorn, Johannes Krupp, Mattijs Jonker, Roland van Rijswijk-Deij, Christian Rossow, Anna Sperotto

 

Learning Intrusion Prevention Policies through Optimal Stopping

Kim Hammar, Rolf Stadler

 

DS2: 5G Networking and AI/ML for Networking

A compact 5G Non-Public Network

Daniel Ficzere, Gabor Soos, Pál Varga

 

A Zero Touch Emulation Framework for Network Slicing Management in a 5G Core Testbed

Shwetha Vittal, Sourav Sarkar, Prashanth S, Antony Franklin A

 

DRL-based Slice Placement under Realistic Network Load Conditions

José Alves Esteves, Amina Boubendir, Fabrice Guillemin, Pierre Sens

 

Online Feature Selection for Low-overhead Learning in Networked Systems

Xiaoxuan Wang, Forough Shahab Samani, Andreas Johnsson, Rolf Stadler

 

HiPNet-TS1: Testing and Measuring

EnGINE: Developing a Flexible Research Infrastructure for Reliable and Scalable Intra-Vehicular TSN Networks

Filip Rezabek, Marcin Bosk, Thomas Paul, Kilian Holzinger, Sebastian Gallenmüller, Angela Gonzalez, Abdoul Kane, Francesc Fons, Haigang Zhang, Georg Carle, Jörg Ott

 

Ducked Tails: Trimming the Tail Latency of(f) Packet Processing Systems

Sebastian Gallenmüller, Florian Wiedner, Johannes Naab, Georg Carle

 

Assessing the Threats Targeting Low Latency Traffic: the Case of L4S

Marius Letourneau, Boris N'Djore, Guillaume Doyen, Bertrand Mathieu, Rémi Cogranne, Huu Nghia Nguyen

 

HiPNet-TS2: Applications Behavior

An Analysis of Cloud Gaming Platforms Behavior under Different Network Constraints

Philippe Graff, Xavier Marchal, Thibault Cholez, Stephane Tuffin, Bertrand Mathieu, Olivier Festor

 

Machine-Learning Based Prediction of Next HTTP Request Arrival Time in Adaptive Video Streaming

Andrea Pimpinella, Alessandro Redondi, Frank Loh, Michael Seufert

 

HiPNet-TS3: Latency and Scheduling Algorithms

Asynchronous Time-Aware Shaper for Time-Sensitive Networking

Miklós Máté, Csaba Simon, Markosz Maliosz

 

Network Slicing for Deterministic Latency

Sébastien Martin, Paolo Medagliani, Jeremie Leguay

 

gLBF: Per-Flow Stateless Packet Forwarding with Guaranteed Latency and Near-Synchronous Jitter

Toerless Eckert, Alexander Clemm, Stewart Bryant