IFIP TC6 Open Digital Library

20. Networking 2021: Espoo, Finland

20th International IFIP TC6 Networking Conference, Networking 2021, Espoo, Finland, June 21-24, 2021

Zheng Yan, Gareth Tyson, Dimitrios Koutsonikolas

IFIP Open Digital Library, IEEE Xplore, ISBN: 978-3-903176-39-3



Contents

CONFERENCE SESSION 1: NETWORK MANAGEMENT

Parallel VM Deployment with Provable Guarantees

Itamar Cohen, Gil Einziger, Maayan Goldstein, Yaniv Sa'ar, Gabriel Scalosub, Erez Waisbard

 

Towards Large-Scale Deterministic IP Networks

Bingyang Liu, Shoushou Ren, Chuang Wang, Vincent Angilella, Paolo Medagliani, Sébastien Martin, Jeremie Leguay

 

All Roads Lead to Rome: An MPTCP-Aware Layer-4 Load Balancer

Yijing Zeng, Milind Buddhikot, Suman Banerjee

 

CONFERENCE SESSION 2: SOFTWARE DEFINED NETWORKING

ARMHH: Accurate, Rapid and Memory-Efficient Heavy Hitter Detection with Sliding Window in the Software-Defined Network Context

Zijun Hang, Yongjie Wang, Shuguang Huang

 

INVEST: Flow-Based Traffic Volume Estimation in Data-Plane Programmable Networks

Damu Ding, Marco Savi, Federico Pederzolli, Domenico Siracusa

 

MultilayerTuple: A General, Scalable and High-Performance Packet Classification Algorithm for Software Defined Network System

Chunyang Zhang, Gaogang Xie

 

CONFERENCE SESSION 3: NETWORK RESOURCE MANAGEMENT

Containers Resource Allocation in Dynamic Cloud Environments

Oren Katz, Danny Raz, Dror Rawitz

 

Energy-Efficient and Interference-Aware VNF Placement with Deep Reinforcement Learning

Yanyan Mu, Lei Wang, Jin Zhao

 

Service Function Chain Graph Transformation for Enhanced Resource Efficiency in NFV

Angelos Pentelas, Panagiotis Papadimitriou

 

CONFERENCE SESSION 4: NETWORK AUTOMATION AND SCHEDULING

Network Automation for Path Selection: A New Knowledge Transfer Approach

Guozhi Lin, Jingguo Ge, Yulei Wu, Hui Li, Tong Li, Wei Mi, Yuepeng E

 

SRPT-Based Congestion Control for Flows with Unknown Sizes

Alex Davydow, Sergey Nikolenko, Vitalii Demianiuk, Pavel Chuprikov, Kirill Kogan

 

ECTSA: An Efficient Charging Time Scheduling Algorithm for Wireless Rechargeable UAV Network

Mengqi Li, Liang Liu, Jie Xi, Zuchao Ma, Xiangyu Xu, Lisong Wang

 

CONFERENCE SESSION 5: NETWORK APPLICATIONS

How to Network Delay-Sensitive Applications

Pavel Chuprikov, Kirill Kogan

 

A Zero-Touch Solution for Transport Layer Adaptation to Applications and Networks

El-Fadel Bonfoh, Samir Medjiah, Christophe Chassot

 

Noise Measurement and Removal for Data Streaming Algorithms with Network Applications

Chaoyi Ma, Haibo Wang, Olufemi Odegbile, Shigang Chen

 

CONFERENCE SESSION 6: NETWORK MODELING, ANALYSIS AND MEASUREMENT (1)

TSMF: Network Latency Estimation Using Matrix Factorization and Time Series Forecasting

Fotis Savva, Christos Anagnostopoulos, Dimitrios Pezaros

 

(How Much) Can Edge Computing Change Network Latency?

Lorenzo Corneo, Nitinder Mohan, Aleksandr Zavodovski, Walter Wong, Christian Rohner, Per Gunningberg, Jussi Kangasharju

 

Co-Virality of Competing Content over OSNs?

Khushboo Agarwal, Veeraruna Kavitha

 

CONFERENCE SESSION 7: NETWORK MODELING, ANALYSIS AND MEASUREMENT (2)

On the Complexity of Weight-Dynamic Network Algorithms

Monika Henzinger, Ami Paz, Stefan Schmid

 

From Single Lane to Highways: Analyzing the Adoption of Multipath TCP in the Internet

Florian Aschenbrenner, Tanya Shreedhar, Oliver Gasser, Nitinder Mohan, Jörg Ott

 

TeleNoise: A Network-Noise Module for In-Band Real-Time Telemetry

Vitalii Demianiuk, Sergey Gorinsky, Kirill Kogan

 

CONFERENCE SESSION 8: NETWORK MODELING, ANALYSIS AND MEASUREMENT (3)

Evaluating Public DNS Services in the Wake of Increasing Centralization of DNS

Trinh Viet Doan, Justus Fries, Vaibhav Bajpai

 

Queuing Network Topology Inference Using Passive Measurements

Yilei Lin, Ting He, Guodong Pang

 

Investigating Automatic Code Generation for Network Packet Parsing

Stephen McQuistin, Vivian Band, Dejice Jacob, Colin Perkins

 

CONFERENCE SESSION 9: NETWORK TRAFFIC ANALYSIS

Combating Imbalance in Network Traffic Classification Using GAN Based Oversampling

Yu Guo, Gang Xiong, Zhen Li, Junzheng Shi, Mingxin Cui, Gaopeng Gou

 

Distributed Sketching with Traffic-Aware Summaries

Dor Harris, Arik Rinberg, Ori Rottenstreich

 

Towards Identifying Internet Applications Using Early Classification of Traffic Flow

Ashish Gupta, Hari Gupta, Tanima Dutta

 

CONFERENCE SESSION 10: NETWORK PERFORMANCE ANALYSIS AND OPTIMIZATION

Boundaries of Flow Table Usage Reduction Algorithms Based on Elephant Flow Detection

Piotr Jurkiewicz

 

Demand-Aware Plane Spanners of Bounded Degree

Esra Ceylan, Klaus-Tycho Foerster, Stefan Schmid, Katsiaryna Zaitsava

 

Estimating Distributions of Large Graphs from Incomplete Sampled Data

Shiju Li, Xin Huang, Chul-Ho Lee

 

CONFERENCE SESSION 11: NETWORK RESILIENCE AND SECURITY

SIP Bruteforcing in the Wild - an Assessment of Adversaries, Techniques and Tools

Harm Griffioen, Huancheng Hu, Christian Doerr

 

Minimizing Effort and Risk with Network Change Deployment Planning

Carlos Eduardo de Andrade, Ajay Mahimkar, Rakesh Sinha, Weiyi Zhang, Andre Cire, Giritharan Rana, Zihui Ge, Sarat Puthenpura, Jennifer Yates, Robert Riding

 

Estimating the Impact of BGP Prefix Hijacking

Pavlos Sermpezis, Vasileios Kotronis, Konstantinos Arakadakis, Athena Vakali

 

CONFERENCE SESSION 12: NETWORK SECURITY AND PRIVACY

Onion Pass: Token-Based Denial-Of-Service Protection for Tor Onion Services

Christoph Döpmann, Valentin Franck, Florian Tschorsch

 

Few-Shot Class-Adaptive Anomaly Detection with Model-Agnostic Meta-Learning

Tongtong Feng, Qi Qi, Jingyu Wang, Jianxin Liao

 

LightPIR: Privacy-Preserving Route Discovery for Payment Channel Networks

Krzysztof Pietrzak, Iosif Salem, Stefan Schmid, Michelle Yeo

 

CONFERENCE SESSION 13: MACHINE LEARNING AND NETWORKING

Source Selection in Transfer Learning for Improved Service Performance Predictions

Hannes Larsson, Jalil Taghia, Farnaz Moradi, Andreas Johnsson

 

Real-Time Channel Management in WLANs: Deep Reinforcement Learning Versus Heuristics

Ovidiu Iacoboaiea, Jonatan Krolikowski, Zied Ben Houidi, Dario Rossi

 

Deadline-Aware TDMA Scheduling for Multihop Networks Using Reinforcement Learning

Shanti Chilukuri, Guangyuan Piao, Diego Lugones, Dirk Pesch

 

CONFERENCE SESSION 14: DECENTRALIZATION

Adaptive Semi-Persistent Scheduling for Enhanced On-Road Safety in Decentralized V2X Networks

Avik Dayal, Vijay Shah, Biplav Choudhury, Vuk Marojevic, Carl Dietrich, Jeffrey Reed

 

DC-PoET: Proof-Of-Elapsed-Time Consensus with Distributed Coordination for Blockchain Networks

Amitangshu Pal, Krishna Kant

 

Poster Session 1: Poster Session 1

ASIMOV: A Fully Passive WiFi Device Tracking

Rafael Ribeiro, Bruno Rodrigues, Christian Killer, Lenz Baumann, Muriel Franco, Eder John Scheid, Burkhard Stiller

 

DDoSGrid: A Platform for the Post-Mortem Analysis and Visualization of DDoS Attacks

Muriel Franco, Jan von der Assen, Luc Boillat, Christian Killer, Bruno Rodrigues, Eder John Scheid, Lisandro Granville, Burkhard Stiller

 

Understanding Human Mobility During COVID-19 Using Cellular Network Traffic

Necati Ayan, Nilson Damasceno, Sushil Chaskar, Peron Sousa, Arti Ramesh, Anand Seetharam, Antonio Rocha

 

COVID-19 Case Prediction Using Cellular Network Traffic

Necati Ayan, Sushil Chaskar, Anand Seetharam, Arti Ramesh, Antonio Rocha

 

Network Performance Upgrade by Cut Spanners

Guy Rozenberg, Michael Segal

 

A State Consistency Framework Leveraging Packet Cloning and Piggybacking for Programmable Network Data Planes

Hugo Garcia, Naercio Magaia

 

HTMT: High-Throughput Multipath Tunnelling for Asymmetric Paths

Richard Sailer, Jörg Hähner

 

Resource Allocation Method for Network Slicing Using Constrained Reinforcement Learning

Yongshuai Liu, Jiaxin Ding, Xin Liu

 

It's Good to Relax: Fast Profit Approximation for Virtual Networks with Latency Constraints

Robin Münk, Matthias Rost, Stefan Schmid, Harald Raecke

 

Poster Session 2: Poster Session 2

CacheNet: Leveraging the Principle of Locality in Reconfigurable Network Design

Chen Griner, Chen Avin

 

Abstracting Networks with Measurable Guarantees

Vitalii Demianiuk, Kirill Kogan, Antonio Fernández Anta

 

SmartTE: Partially Deployed Segment Routing for Smart Traffic Engineering with Deep Reinforcement Learning

Zeyu Luan, Qing Li, Yong Jiang

 

Temporal Graph Based Energy-Limited Max-Flow Routing over Satellite Networks

Keyi Shi, Hongyan Li, Long Suo

 

Poster: Multipath Extensions for WireGuard

Konrad-Felix Krentz, Marius Corici

 

eID in Europe - Password Authentication Revisited

Miroslaw Kutylowski, Przemysław Kubiak, Patryk Kozieł, Yanmei Cao

 

Blockchain Based Mobile Crowd Sensing for Reliable Data Sharing in IoT Systems

Zhenni Feng, Junchang Chen

 

Poster: Automated Neural Network Structure Selection for IoT Botnet Detection

Muhammad Naveed, Hui Wu

 

Robustness of AutoML for Time Series Forecasting in Sensor Networks

Tuomas Halvari, Jukka Nurminen, Tommi Mikkonen

 

Demo: Demo Session

Network Slicing with Multi-Topology Routing

Nicolas Huin, Sébastien Martin, Jeremie Leguay, Sheng-Ming Cai

 

Implementation of Virtual Network Function Allocation with Diversity and Redundancy in Kubernetes

Rui Kang, Mengfei Zhu, Fujun He, Eiji Oki

 

Applying 5G and Edge Processing in Smart Manufacturing

Jari Montonen, Jukka Koskinen, Jukka Mäkelä, Sami Ruponen, Tapio Heikkilä, Markku Hentula

 

Two-Level Processing Scheme for 3D-Image Sensing Network

Chongyu Li, Ryoichi Shinkuma, Takehiro Sato, Eiji Oki

 

TENSOR: Technical Session 1: Deterministic Networking 1

Leveraging Flexibility of Time-Sensitive Networks for Dynamic Reconfigurability

Christoph Gärtner, Amr Rizk, Boris Koldehofe, Rhaban Hark, Rene Guillaume, Ralf Steinmetz

 

Dynamic Real-Time Stream Reservation with TAS and Shared Time Windows

Alexej Grigorjew, Nicholas Gray, Tobias Hoßfeld

 

Priority Re-Assignment for Improving Schedulability and Mixed-Criticality of ARINC 664

Metin Yeniaydın, Ömer Faruk Gemici, M. Selim Demir, Ibrahim Hokelek, Sinem Coleri, Ufuk Tureli

 

TENSOR: Technical Session 2: P4 and Network Monitoring

Performance Study of P4 Programmable Devices: Flow Scalability and Rule Update Responsiveness

Hasanin Harkous, Mu He, Michael Jarschel, Rastin Pries, Ehab Mansour, Wolfgang Kellerer

 

Hotcount: A High-Precision Traffic Statistics for Multi-Tenants

GuanJie Qiao, Lv GaoFeng, Jing Tan, Lusha Mo

 

Network Telemetry by Observing and Recording on Programmable Data Plane

Wen-Hong Lin, Wai-Xi Liu, Gui-Feng Chen, Song Wu, Jin-Jiang Fu, Xing Liang, Sen Ling, Zhi-Tao Chen

 

TENSOR: Technical Session 3: Deterministic Networking 2

FlowToss: Fast Wait-Free Scheduling of Deterministic Flows in Time Synchronized Networks

Randeep Bhatia, T. Lakshman, Mustafa F. Ozkoc, Shivendra Panwar

 

Simulation Framework for EtherCAT over TSN

Balakrishna Balakrishna, Boris Meinardus, Leonidas Kontopoulos

 

Simulative Evaluation of the TSN Mechanisms Time-Aware Shaper and Frame Preemption and Their Suitability for Industrial Use Cases

Anna Arestova, Kai-Steffen Hielscher, Reinhard German

 

S1: Protocol and Architecture Extensions

VPN-Zero: A Privacy-Preserving Decentralized Virtual Private Network

Matteo Varvello, Iñigo Querejeta, Antonio Nappa, Panagiotis Papadopoulos, Gonçalo Pestana, Benjamin Livshits

 

KadRTT: Routing with Network Proximity and Uniform ID Arrangement in Kademlia

Hidehiro Kanemitsu, Hidenori Nakazato

 

Pulsarcast: Scalable, Reliable Pub-Sub over P2P Nets

João Antunes, David Dias, Luís Veiga

 

IPFS-FAN: A Function-Addressable Computation Network

Alfonso de la Rocha, Ioannis Psaras, David Dias

 

S2: Demos and Abstracts

Fully Decentralized Trading Games with Evolvable Characters Using NFTs and IPFS

Christos Karapapas, Iakovos Pittaras, George Polyzos

 

The Case for AI Based Web3 Reputation Systems

Navin Keizer, Fan Yang, Ioannis Psaras, George Pavlou

 

Introducing Peer Copy - A Fully Decentralized Peer-To-Peer File Transfer Tool

Dennis Trautwein, Moritz Schubotz, Bela Gipp

 

S3: Decentralised Identity and Web 3.0 Services

Enabling Self-Verifiable Mutable Content Items in IPFS Using Decentralized Identifiers

Nikos Fotiou, Vasilios Siris, George Polyzos

 

Decentralized Identifiers for Peer-To-Peer Service Discovery

Carson Farmer, Sander Pick, Andrew Hill

 

Solid over the Interplanetary File System

Fabrizio Parrillo, Christian Tschudin

 

IPLS: A Framework for Decentralized Federated Learning

Christodoulos Pappas, Dimitris Chatzopoulos, Spyros Lalis, Manolis Vavalis