IEEE/IFIP Network Operations and Management Symposium
8-12 May 2023 // Miami, FL // USA

TECHNICAL SESSIONS

Tuesday, May 9th 2023

11:00-12:30 TS 1.1 Wireless (I)

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Domain Adaptation for Network Performance Modeling with and without Labeled Data
 
Authors:
Hannes Larsson
Farnaz Moradi
Jalil Taghia
Xiaoyu Lan
Andreas Johnsson
 
Independent Split Model Inference at Operator Network for Network Performance Estimation
 
Authors:
Selim Ickin
Dinand Roeland
Göran Hall
 
Efficient Deep-Learning Models for Future Blockage Prediction and Beam Selection for mmWave Systems
 
Authors:
Satya Kumar Vankayala
Sai Krishna Santosh Gollapudi
Bharat Jain
Seungil Yoon
Mihir Khambhati
Swaraj Kumar
Sudheer Kumar H U
Issaac Kommineni
 
11:00-12:30 TS 1.2 SDN

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Mobility-aware Latency-constrained Data Placement in SDN-enabled Edge Networks
 
Authors:
Diego Oliveira Rodrigues
Torsten Braun
João Guilherme Maia de Menezes
Leandro Villas
 
Serene: Handling the Effects of Stragglers in In-Network Machine Learning Aggregation
 
Authors:
Diego Cardoso Nunes
Bruno Coelho
Ricardo Parizotto
Alberto Egon Schaeffer-Filho
 
Accelerating PUF-based Authentication Protocols Using Programmable Switch
 
Authors:
Divya Pathak
Ranjitha K
Krishna Sai Modali
Praveen Tammana
Antony Franklin
Tejasvi Alladi
 
13:30-15:00 TS 2.1 Resource Management

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Generalizable Resource Scaling of 5G Slices using Constrained Reinforcement Learning
 
Authors:
Muhammad Sulaiman
Mahdieh Ahmadi
Mohammad A. Salahuddin
Raouf Boutaba, University of Waterloo, Canada
Aladdin Saleh
 
Protected load-balancing problem: Neural-network based approximation for non-convex optimization
 
Authors:
Youcef Magnouche
Sebastien Martin
Jérémie Leguay
 
Cost-optimal Operation of Latency Constrained Serverless Applications: From Theory to Practice
 
Authors:
János Czentye
Istvan Pelle
Balázs Sonkoly
 
13:30-15:00 TS2 .2 Network Programability

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Low-Overhead Packet Loss Diagnosis for Virtual Private Clouds using P4-Programmable NICs
 
Authors:
soroush aalibagi
Mahdi Dolati
Sogand Sadrhaghighi
Majid Ghaderi
 
Responding to Network Failures at Data-plane Speeds with Network Programmability
 
Authors:
Jonatas Marques, Federal University of Rio Grande do Sul, Brazil
Kirill Levchenko
Luciano Paschoal Gaspary, Federal University of Rio Grande do Sul, Brazil
 
Scaling IoT MUD Enforcement using Programmable Data Planes
 
Authors:
Harish S A
Suvrima Datta
Hemanth Kothapalli
Praveen Tammana
Achmad Basuki
Kotaro Kataoka
Selvakumar Manickam
Venkanna U.
Yung-Wey Chong
 
15:30-17:30 TS 3 Security (I)

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Early Detection of Cryptojacker Malicious Behaviors on IoT Crowdsensing Devices
 
Authors:
Alberto Huertas Celdran, University of Zurich, Switzerland
Jan von der Assen, University of Zurich, Switzerland
Konstantin Moser
Pedro Miguel Sanchez Sanchez
Gerome Bovet, Armasuisse, Switzerland
Gregorio Martinez Perez
Burkhard Stiller, University of Zurich, Switzerland
 
Multi-stage Location for Root-Cause Metrics in Online Service Systems
 
Authors:
Yunfeng Zhao
Wenchi Zhang
Zhiliang Wang
Shize Zhang
Kaixin Sui
Enhuan Dong
Jiahai Yang
 
FSA-IDS: A Flow-based Self-Active Intrusion Detection System
 
Authors:
Mehrdad Hajizadeh
Sudip Barua
Pegah Golchin
 
Enhancing Security in Information-Centric Ad Hoc Networks
 
Authors:
Ioanna Angeliki Kapetanidou
Paulo Mendes
Vassilis Tsaoussidis

Wednesday, May 10th 2023

8:30-10:30 TS 4.1 Security (II)

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Understanding Semantics in Feature Selection for Fault Diagnosis in Network Telemetry Data
 
Authors:
Thomas Feltin
Juan Antonio Cordero Fuertes
Thomas Heide Clausen
Frank Brockners
 
Probabilistic Distributed Intrusion Detection For Zero-Trust Multi-Access Edge Computing
 
Authors:
Rahul Sharma
Chien Aun Chan
Christoher Leckie
 
Distributed Device-Specific Anomaly Detection using Deep Feed-Forward Neural Networks
 
Authors:
Christian Lübben, Technical University of Munich, Germany
Marc-Oliver Pahl, IMT Atlantique, France
 
HiFiPot: a High-Fidelity Emulation Framework for IoT Honeypots
 
Authors:
Pierre-Marie Junges
Jérôme François, INRIA Nancy Grand Est - LORIA, France
Olivier Festor, University of Lorraine, CNRS, INRIA, LORIA, France
 
8:30-10:30 TS 4.2 Traffic Management

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Efficient Identification of Cloud Gaming Traffic at the Edge
 
Authors:
Philippe Graff
Xavier Marchal
Thibault Cholez
Bertrand Mathieu, Orange Innovation, France
Olivier Festor, University of Lorraine, CNRS, INRIA, LORIA, France
 
Wavelet-Based Hybrid Machine Learning Model for Out-of-distribution Internet Traffic Prediction
 
Authors:
Sajal Saha
Anwar Haque
 
Intelligent Data-Planes with Quantization-Aware Trained ML Models for Traffic Management
 
Authors:
Kaiyi Zhang
Nancy Samaan
Ahmed Karmouch
 
MARLIN: Soft Actor-Critic based Reinforcement Learning for Congestion Control in Real Networks
 
Authors:
Raffaele Galliera
Alessandro Morelli
Roberto Fronteddu
Niranjan Suri
 
13:30-15:00 TS 5.1 Wireless (II)

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mmCPTP: A Cross-Layer Pull based Transport Protocol for 5G mmWave Networks
 
Authors:
Prasad Netalkar
Jiachen Chen
Dipankar Raychaudhuri
 
Bandwidth Provisioning for Network Slices with Per User QoS Guarantees
 
Authors:
Panagiotis Nikolaidis
Asim Zoulkarni
John Baras
 
JARS: A Joint Allocation of Radio and System Resources for Virtualized Radio Access Networks
 
Authors:
Keval Malde
Venkatarami Reddy Chintapalli
Bhavishya Sharma
Bheemarjuna Reddy Tamma
Antony Franklin
 
13:30-15:00 TS 5.2 Virtual Systems

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Live Stateful Migration of a Virtual Sub-Network
 
Authors:
Farid Zandi Shafagh
Sepehr Abbasi Zadeh
Soheil Abbasloo
Parsa Pazhooheshy
Yashar Ganjali
Zhenhua Hu
 
NES: Towards lifecycle automation for emulation-based experimentation
 
Authors:
Will Fantom
Eleanor Davies
Charalampos Rotsos
Steve Cassidy
Paul Veitch
Nicholas Race
 
RAVIN: A Resource-aware VNF Placement Scheme with Performance Guarantees
 
Authors:
Venkatarami Reddy Chintapalli
Vishal Siva Kumar Giduturi
Bheemarjuna Reddy Tamma
Antony Franklin
 
15:30-17:30 TS 6 Multimedia/Social

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LALISA: Adaptive Bitrate Ladder Optimization in HTTP-based Adaptive Live Streaming
 
Authors:
Farzad Tashtarian
Abdelhak Bentaleb
Hadi Amirpour
Babak Taraghi
Christian Timmerer
Hermann Hellwagner
Roger Zimmermann
 
Uplink-based Live Session Model for Stalling Prediction in Video Streaming
 
Authors:
Frank Loh
Andrea Pimpinella
Stefan Geißler
Tobias Hoßfeld, University of Würzburg, Germany
 
A Study on Conspiracy Theory Propagation Networks on Twitter
 
Authors:
Kshitij Kokkera
Aileen Chen
Chythra Malapati
Alex Demchenko
Carol Fung
 
EFFECTOR: DASH QoE and QoS Evaluation Framework For EnCrypTed videO tRaffic
 
Authors:
Raza Ul Mustafa
Md Tariqul Islam
Christian Esteve Rothenberg
Pedro Henrique Gomes

Thursday, May 11th 2023

8:30-10:30 TS 7 Service Management

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Efficient Auto-Scaling for Microservice Applications With Complex Inter-Dependencies Through Reinforcement Learning
 
Authors:
Jose Santos, Ghent University - IMEC, Belgium
Tim Wauters, Ghent University - IMEC, Belgium
Bruno Volckaert
Filip De Turck, Ghent University - IMEC, Belgium
 
SampleHST: Efficient On-the-Fly Selection of Distributed Traces
 
Authors:
Alim Ul Gias
Yicheng Gao
Matthew Sheldon
José A. Perusquía
Owen O'Brien
Giuliano Casale
 
Cold Start for Cloud Anomaly Detection
 
Authors:
Yonatan Katz
Danny Raz
 
Multi-Agent Advantage Actor-Critic Learning For Message Content Selection in Cooperative Perception Networks
 
Authors:
Imed Ghnaya
Mohamed Mosbah
Hasnaâ Aniss
Toufik Ahmed
 
13:30-15:00 TS 8.1 Wireless (III)

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Hypothesis Testing Framework for Error Minimization in Handover Execution
 
Authors:
Satya Kumar Vankayala
Sai Krishna Santosh Gollapudi
Prashant N.
Seungil Yoon
Purnima Lala Mehta
Sudheer Kumar H U
 
Map-Assisted Outdoor Localization of Wall-Mounted MMW Base Stations For Optimal NLoS Coverage
 
Authors:
Satya Kumar Vankayala
Purnima Lala Mehta
Prashant N.
Seungil Yoon
Kuldeep Sharma
Swastika Ojha
Sudheer Kumar H U
 
Multi-objective Reinforcement Learning Based Vertical Handover Management in Industrial Integrated Cellular and WLAN Networks
 
Authors:
Xiaoyi Jiang
Yu Zhou
Shiyi Gu
Lei Feng
 
13:30-15:00 TS 8.2 5G

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5GC-Observer: a Non-intrusive Observability Framework for Cloud Native 5G System
 
Authors:
Abderaouf Khichane, Orange Innovation, France
Ilhem Fajjari, Orange Labs, France
Nadjib Aitsaadi, UVSQ Paris Saclay, France
Mourad Gueroui, University of Versailles, France
 
Admission Control for URLLC Traffic with Computation Requirements in 5G and Beyond
 
Authors:
Fidan Mehmeti
Valentin Thomas Haider
Wolfgang Kellerer
 
Generalizable GNN-based 5G RAN/MEC Slicing and Admission Control in Metropolitan Networks
 
Authors:
Arash Moayyedi
Mahdieh Ahmadi
Mohammad A. Salahuddin
Raouf Boutaba, University of Waterloo, Canada
Aladdin Saleh

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