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Viewing Publication 1 - 100 from 1096
2023
Performance Impact of Queue Sorting in Container-Based Application Scheduling
José Santos 0001
,
Miel Verkerken
,
Laurens D'hooge
,
Tim Wauters
,
Bruno Volckaert
,
Filip De Turck
.
cnsm 2023
:
1-9
[doi]
Joint Routing and GCL Scheduling Algorithm Based on Tabu Search in TSN
Ying Wang 0002
,
Yufan Cheng
,
Zhihan Zhuang
,
Junye Zhang
,
Peng Yu
,
Shaoyong Guo
,
Xuesong Qiu 0001
.
cnsm 2023
:
1-5
[doi]
19th International Conference on Network and Service Management, CNSM 2023, Niagara Falls, ON, Canada, October 30 - Nov. 2, 2023
IEEE,
2023.
[doi]
Learning-Based Formation Control of UAV-Fleet
Abdulhakeem Abdulazeez
,
Nicola Roberto Zema
,
Tara Ali-Yahiya
,
Steven Martin 0001
.
cnsm 2023
:
1-7
[doi]
Deep Reinforcement Learning for Network Service Recovery in Large-Scale Failures
Kazuaki Akashi
,
Nobukazu Fukuda
,
Shunsuke Kanai
,
Kenichi Tayama
.
cnsm 2023
:
1-5
[doi]
A Critical Study of Few-Shot Learning for Encrypted Traffic Classification
Elham Akbari
,
Sheikh A. Tahmid
,
Navid Malekghaini
,
Mohammad Ali Salahuddin 0001
,
Noura Limam
,
Raouf Boutaba
,
Bertrand Mathieu
,
Stephanie Moteau
,
Stéphane Tuffin
.
cnsm 2023
:
1-9
[doi]
Federated Scheduling of Fog-Native Applications Over Multi-Domain Edge-to-Cloud Ecosystem
Mays F. Al-Naday
,
Vasileios Karagiannis
,
Tom De Block
,
Bruno Volckaert
.
cnsm 2023
:
1-7
[doi]
BGP Control Plane Overhead in Fat-Trees: An Analytical Approach
Leonardo Alberro
,
Eduardo Grampín
.
cnsm 2023
:
1-7
[doi]
Dom2Vec - Detecting DGA Domains Through Word Embeddings and AI/ML-Driven Lexicographic Analysis
Lucas Torrealba Aravena
,
Pedro Casas
,
Javier Bustos-Jiménez
,
Germán Capdehourat
,
M. Findrik
.
cnsm 2023
:
1-5
[doi]
On Large-Scale IP Service Disruptions Dependencies
Alfred Arouna
,
Ioana Livadariu
,
Azan Latif Khanyari
,
Ahmed Elmokashfi
.
cnsm 2023
:
1-5
[doi]
Subscription Management for Beyond 5G and 6G Cellular Networks Using Blockchain Technology
Nischal Aryal
,
Fariba Ghaffari
,
Emmanuel Bertin
,
Noël Crespi
.
cnsm 2023
:
1-7
[doi]
Disaggregating a 5G Non-Public Network via On-Demand Cloud-Native UPF Deployments
Jorge Baranda
,
Sergio Barrachina-Muñoz
,
Rasoul Nikbakht
,
Miquel Payaró
,
Josep Mangues-Bafalluy
.
cnsm 2023
:
1-3
[doi]
Look at my Network: An Insight into the ISP Backbone Traffic
Tomás Benes
,
Jaroslav Pesek
,
Tomás Cejka
.
cnsm 2023
:
1-7
[doi]
DDoS Attacks Mitigation in 5G-V2X Networks: A Reinforcement Learning-Based Approach
Badre Bousalem
,
Mohamed Anis Sakka
,
Vinicius F. Silva
,
Wael Jaafar
,
Asma Ben Letaifa
,
Rami Langar
.
cnsm 2023
:
1-5
[doi]
Deciphering DDoS Attacks Through a Global Lens
Jonas Brunner
,
Bruno Rodrigues 0001
,
Katharina O. E. Müller
,
Salil S. Kanhere
,
Burkhard Stiller
.
cnsm 2023
:
1-7
[doi]
Coupling QoS Co-Simulation with Online Adaptive Arrival Forecasting
Yichong Chen
,
Manuel Roveri
,
Shreshth Tuli
,
Giuliano Casale
.
cnsm 2023
:
1-9
[doi]
CrossBal: Data and Control Plane Cooperation for Efficient and Scalable Network Load Balancing
Bruno Loureiro Coelho
,
Alberto E. Schaeffer Filho
.
cnsm 2023
:
1-9
[doi]
MIMC: Anomaly Detection in Network Data via Multiple Instances of Micro-Cluster Detection
Rafael Copstein
,
Brad Niblett
,
Andrew Johnston
,
Jeff Schwartzentruber
,
Malcolm I. Heywood
,
Nur Zincir-Heywood
.
cnsm 2023
:
1-7
[doi]
LLM-Based Policy Generation for Intent-Based Management of Applications
Kristina Dzeparoska
,
Jieyu Lin
,
Ali Tizghadam
,
Alberto Leon-Garcia
.
cnsm 2023
:
1-7
[doi]
DTL-IDS: Deep Transfer Learning-Based Intrusion Detection System in 5G Networks
Behnam Farzaneh
,
Nashid Shahriar
,
Abu Hena Al Muktadir
,
Md. Shamim Towhid
.
cnsm 2023
:
1-5
[doi]
AI Toolbox Concept for the Arrowhead Framework
Dániel Ficzere
,
Gergely Hollósi
,
Attila Frankó
,
Pál Varga
.
cnsm 2023
:
1-7
[doi]
Settling Issues in IEEE 802.1AS Networks in PI Based Clock Servos
Attila Frankó
,
Gergely Hollósi
.
cnsm 2023
:
1-7
[doi]
An ETSI-Compliant Architecture for the Element Management System: The Key for Holistic NFV Management
Vinicius Fulber Garcia
,
José Wilson Vieira Flauzino
,
Carlos Raniery Paula dos Santos
,
Elias P. Duarte
.
cnsm 2023
:
1-9
[doi]
Low Impact Tenant Code Updates on Multi-Tenant Programmable Switches
Timo Geier
,
Sebastian Rieger
.
cnsm 2023
:
1-5
[doi]
CML-IDS: Enhancing Intrusion Detection in SDN Through Collaborative Machine Learning
Pegah Golchin
,
Chengbo Zhou
,
Pratyush Agnihotri
,
Mehrdad Hajizadeh
,
Ralf Kundel
,
Ralf Steinmetz
.
cnsm 2023
:
1-9
[doi]
Data Fabrics for Multi-Domain Information Systems
Pooyan Habibi
,
Morteza Moghaddassian
,
Shayan Shafaghi
,
Alberto Leon-Garcia
.
cnsm 2023
:
1-5
[doi]
Online Utilization Maximization in Resource Allocation with Minimum Service Guarantees
Dor Harris
,
David Naori
,
Danny Raz
.
cnsm 2023
:
1-9
[doi]
Enterprise Application Outage Prediction Using XGBoost and LSTM
Ali Hassan
,
Shahram Shah-Heydari
.
cnsm 2023
:
1-5
[doi]
Tailoring MLOps Techniques for Industry 5.0 Needs
Csaba Hegedüs
,
Pál Varga
.
cnsm 2023
:
1-7
[doi]
Synthesizing and Scaling WAN Topologies Using Permutation-Invariant Graph Generative Models
Max Helm
,
Georg Carle
.
cnsm 2023
:
1-7
[doi]
Energy Efficient VNF-FG Embedding via Attention-Based Deep Reinforcement Learning
Omar Houidi
,
Oussama Soualah
,
Ines Houidi
,
Djamal Zeghlache
.
cnsm 2023
:
1-7
[doi]
Path Plausibility Algorithms in GoBGP
Nils Höoger
,
Nils Rodday
,
Oliver Borchert
,
Gabi Dreo Rodosek
.
cnsm 2023
:
1-3
[doi]
ASSL as an Intent Expression Language for Autonomic Intent-Driven Networking
Solmaz Jaberi
,
J. William Atwood
,
Joey Paquet
.
cnsm 2023
:
1-5
[doi]
5G E2E Network Slicing Predictable Traffic Generator
Brigitte Jaumard
,
Junior Momo Ziazet
.
cnsm 2023
:
1-7
[doi]
SDN Lullaby: VM Consolidation for SDN using Transformer-Based Deep Reinforcement Learning
Eui-Dong Jeong
,
Jae-Hyoung Yoo
,
James Won-Ki Hong
.
cnsm 2023
:
1-5
[doi]
TinyG: Accurate IP Geolocation Using a Tiny Number of Probers
Nan Jiang
,
Jessie Hui Wang
,
Jilong Wang 0001
,
Peiran Wang
.
cnsm 2023
:
1-9
[doi]
Resource Allocation of Multi-User Workloads in Cloud and Edge Data-Centers Using Reinforcement Learning
Julian Jimenez
,
Paola Soto
,
Danny De Vleeschauwer
,
Chia-Yu Chang
,
Yorick De Bock
,
Steven Latré
,
Miguel Camelo
.
cnsm 2023
:
1-5
[doi]
dot2net: A Labeled Graph Approach for Template-Based Configuration of Emulation Networks
Satoru Kobayashi
,
Ryusei Shiiba
,
Ryosuke Miura
,
Shinsuke Miwa
,
Toshiyuki Miyachi
,
Kensuke Fukuda
.
cnsm 2023
:
1-9
[doi]
Vendor Agnostic Network Service Orchestration with Stacked NSO Services
Marc Koerner
.
cnsm 2023
:
1-4
[doi]
Network Traffic Classification Based on Single Flow Time Series Analysis
Josef Koumar
,
Karel Hynek
,
Tomás Cejka
.
cnsm 2023
:
1-7
[doi]
Enhancing DeCrypto: Finding Cryptocurrency Miners Based on Periodic Behavior
Josef Koumar
,
Richard Plný
,
Tomás Cejka
.
cnsm 2023
:
1-7
[doi]
Path Oracle: Improving Performance of Path-Aware Applications in SCION
Thorben Krüger
,
Clemens Beck
,
David Hausheer
.
cnsm 2023
:
1-5
[doi]
Analyzing Network (Non-)Neutrality for Monopolistic, Competing, or Vertically Integrated Content Providers with a Unified Model
Vedant Joseph Kumar
,
Patrick Maillé
,
Bruno Tuffin
.
cnsm 2023
:
1-7
[doi]
Bridging Resource Prediction and System Management: A Case Study in Cloud Systems
Justin Kur
,
Ji Xue
,
Jingshu Chen
,
Jun Huang
.
cnsm 2023
:
1-5
[doi]
Preliminary Results on Exploring Data Exhaust of Consumer Internet of Things Devices
Alexander Loginov
,
Jeffrey Adjei
,
Nur Zincir-Heywood
,
Srinivas Sampalli
,
Kevin de Snayer
,
Terri Dougall
.
cnsm 2023
:
1-5
[doi]
Deploying Disaster-Resilient Service Function Chains Using Adaptive Multi-Path Routing
Mohamed Abderrahmane Madani
,
Fen Zhou 0001
,
Ahmed Meddahi
.
cnsm 2023
:
1-5
[doi]
A Lightweight Heuristic for Micro-Services Placement and Chaining in Low Latency Services
Hichem Magnouche
,
Guillaume Doyen
,
Caroline Prodhon
.
cnsm 2023
:
1-9
[doi]
Characterization of Microservice Response Time in Kubernetes: A Mixture Density Network Approach
Lorenzo Manca
,
Davide Borsatti
,
Filippo Poltronieri
,
Mattia Zaccarini
,
Domenico Scotece
,
Gianluca Davoli
,
Luca Foschini 0001
,
Genady Ya. Grabarnik
,
Larisa Shwartz
,
Cesare Stefanelli
,
Mauro Tortonesi
,
Walter Cerroni
.
cnsm 2023
:
1-9
[doi]
Empirical Analysis of the Fine-Tuning for Unsupervised Anomaly Detection in the ICT System
Yoichi Matsuo
.
cnsm 2023
:
1-7
[doi]
An Explainable-by-Design Ensemble Learning System to Detect Unknown Network Attacks
Céline Minh
,
Kevin Vermeulen
,
Cédric Lefebvre
,
Philippe Owezarski
,
William Ritchie
.
cnsm 2023
:
1-9
[doi]
Improving System Configurations Using Domain Knowledge Assisted Semi-Supervised Learning
Negar Mohammadi-Koushki
,
Sanjeev Sondur
,
Krishna Kant 0001
.
cnsm 2023
:
1-5
[doi]
Improved Video QoE in Wireless Networks Using Deep Reinforcement Learning
Henrique D. Moura
,
Júnia Maísa Oliveira
,
Daniel Soares
,
Daniel F. Macedo
,
Marcos A. M. Vieira
.
cnsm 2023
:
1-7
[doi]
Adaptive Model Aggregation for Decentralized Federated Learning in Vehicular Networks
Mahtab Movahedian
,
Mahdi Dolati
,
Majid Ghaderi
.
cnsm 2023
:
1-9
[doi]
Optimal Functional Splitting, Placement and Routing for Isolation-Aware Network Slicing in NG-RAN
Maria Mushtaq
,
Morteza Golkarifard
,
Nashid Shahriar
,
Raouf Boutaba
,
Aladdin Saleh
.
cnsm 2023
:
1-5
[doi]
Log Analysis and Prediction for Anomaly Detection in Network Switches
Sukhyun Nam
,
Euidong Jeong
,
Jibum Hong
,
Jae-Hyoung Yoo
,
James Won-Ki Hong
.
cnsm 2023
:
1-7
[doi]
Deep Learning in NLP for Anomalous HTTP Requests Detection
Manh-Tien-Anh Nguyen
,
Van Tong
,
Sondes Bannour Souihi
,
Sami Souihi
.
cnsm 2023
:
1-8
[doi]
pUpdate: Priority-Based Scheduling for Continuous and Consistent Network Updates in SDN
Mehdi Nobakht
,
Arshiya Rezaie Hezaveh
.
cnsm 2023
:
1-7
[doi]
On Integrated Wired and Wireless Time-Sensitive Networking using SDN
Mehdi Nobakht
,
Frank T. H. den Hartog
.
cnsm 2023
:
1-5
[doi]
BGPEval: Automating Large-Scale Testbed Creation
Nils Rodday
,
Gabi Dreo Rodosek
.
cnsm 2023
:
1-5
[doi]
Analyzing the Quality of Synthetic Adversarial Cyberattacks
Ulya Sabeel
,
Shahram Shah-Heydari
,
Khalil El-Khatib
,
Khalid Elgazzar
.
cnsm 2023
:
1-5
[doi]
AdFAT: Adversarial Flow Arrival Time Generation for Demand-Oblivious Data Center Networks
Sebastian Schmidt
,
Johannes Zerwas
,
Wolfgang Kellerer
.
cnsm 2023
:
1-5
[doi]
Scalable and Efficient Link Layer Topology Discovery for Autonomic Networks
Paul Seehofer
,
Roland Bless
,
Hendrik Mahrt
,
Martina Zitterbart
.
cnsm 2023
:
1-9
[doi]
Workload Placement with Bounded Slowdown in Disaggregated Datacenters
Amirhossein Sefati
,
Mahdi Dolati
,
Majid Ghaderi
.
cnsm 2023
:
1-9
[doi]
Predicting the Performance of DNNs to Support Efficient Resource Allocation
Sarah Shah
,
Yasaman Amannejad
,
Diwakar Krishnamurthy
.
cnsm 2023
:
1-7
[doi]
DEFT: Distributed, Elastic, and Fault-Tolerant State Management of Network Functions
Md Mahir Shahriyar
,
Gourab Saha
,
Bishwajit Bhattacharjee
,
Rezwana Reaz
.
cnsm 2023
:
1-7
[doi]
A Fair Approach to the Online Placement of the Network Services Over the Edge
Masoud Taghavian
,
Yassine Hadjadj Aoul
,
Géraldine Texier
,
Nicolas Huin
,
Philippe Bertin
.
cnsm 2023
:
1-7
[doi]
An Empirical Approach to Evaluate the Resilience of QUIC Protocol Against Handshake Flood Attacks
Benjamin Teyssier
,
Y. A Joarder
,
Carol Fung
.
cnsm 2023
:
1-9
[doi]
ML-Based Translation Methods for Protocols and Data Formats
Tamas Tothfalusi
,
Eszter Varga
,
Zoltan Csiszar
,
Pál Varga
.
cnsm 2023
:
1-5
[doi]
A Token-Prioritization Strategy for Handling Data Imbalance in Network-Change Ticket Classification
Md. Shamim Towhid
,
Nasik Sami Khan
,
Nashid Shahriar
,
Massimo Tornatore
,
Raouf Boutaba
,
Aladdin Saleh
.
cnsm 2023
:
1-7
[doi]
Deep Reinforcement Learning Based Probabilistic Cognitive Routing: An Empirical Study with OMNeT++ and P4
Yixing Wang
,
Yang Xiao
,
Yuqian Song
,
Jingli Zhou
,
Jun Liu
.
cnsm 2023
:
1-7
[doi]
Leveraging Spatiotemporal Relations for Predicting Potential Link Failures
Bruck Wubete
,
Babak Esfandiari
,
Thomas Kunz
.
cnsm 2023
:
1-5
[doi]
Adaptive Entanglement Routing for Quantum Networks with Cutoff
Jiaheng Xiong
,
Qiaolun Zhang
,
Alberto Gatto 0001
,
Francesco Musumeci 0001
,
Raouf Boutaba
,
Massimo Tornatore
.
cnsm 2023
:
1-5
[doi]
Deep Reinforcement Learning Based Command Control System for Automating Fault Diagnosis
Hiroshi Yamauchi
,
Tatsuaki Kimura
.
cnsm 2023
:
1-5
[doi]
A Marketplace Solution for Distributed Network Management and Orchestration of Slices
Engin Zeydan
,
Luis Blanco
,
Sergio Barrachina-Muñoz
,
Farhad Rezazadeh
,
Luca Vettori
,
Josep Mangues
.
cnsm 2023
:
1-6
[doi]
Blockchain-Based Self-Sovereign Identity for Federated Learning in Vehicular Networks
Engin Zeydan
,
Luis Blanco
,
Josep Mangues
,
Suayb S. Arslan
,
Yekta Turk
.
cnsm 2023
:
1-7
[doi]
Mitigating Signaling Storms in 5G with Blockchain-assisted 5GAKA
Bohan Zhang
,
Paul Zeinaty
,
Noura Limam
,
Raouf Boutaba
.
cnsm 2023
:
1-9
[doi]
2022
Decentralized Intent-driven Coordination of Multi-Domain IP-Optical Networks
Filippos Christou
.
cnsm 2022
:
359-363
[doi]
A Sample Efficient Multi-Agent Approach to Continuous Reinforcement Learning
Diarmuid Corcoran
,
Per Kreuger
,
Magnus Boman
.
cnsm 2022
:
338-344
[doi]
A Realistic Open-Data-based Cost Model for Wireless Backhaul Networks in Rural Areas
Gabriele Gemmi
,
Llorenç Cerdà-Alabern
,
Leonardo Maccari
.
cnsm 2022
:
55-63
[doi]
ReLI: Real-Time Lightweight Byzantine Consensus in Low-Power IoT-Systems
Himanshu Goyal
,
H. Manish Kausik
,
Sudipta Saha
.
cnsm 2022
:
275-281
[doi]
An Online Framework for Adapting Security Policies in Dynamic IT Environments
Kim Hammar
,
Rolf Stadler
.
cnsm 2022
:
359-363
[doi]
Intent-Driven Path State Monitoring to Enable Centralized State-Aware Flow Steering
Christoph Hardegen
.
cnsm 2022
:
352-358
[doi]
Scope-based Flow Monitoring to Improve Traffic Analysis in Programmable Networks
Christoph Hardegen
.
cnsm 2022
:
254-260
[doi]
QoS-aware SFC Migration Scheduling Based on Encoder-Decoder RNN for Cloud-Native Platform
Takahiro Hirayama
,
Masahiro Jibiki
,
Takaya Miyazawa
,
Ved P. Kafle
.
cnsm 2022
:
359-363
[doi]
Graph Based Liability Analysis for the Microservice Architecture
Onur Kalinagac
,
Wissem Soussi
,
Gürkan Gür
.
cnsm 2022
:
364-366
[doi]
Forecasting-based Cloud-assisted Dynamic Channel Assignment Mechanism for Mesh WiFi Networks
Mehmet Sükrü Kuran
,
Oguz Kaan Koksal
,
Melih Kiliç
,
Ahmet Ugur Ilter
,
Gökçe Ekin Nehas
,
Sadik Öztürk
.
cnsm 2022
:
91-99
[doi]
Learning to Caching Under the Partial-feedback Regime
Qingsong Liu
,
Yaoyu Zhang
.
cnsm 2022
:
154-162
[doi]
To Embed or Not to Embed SHA in Programmable Network Interface Cards
Diego Rossi Mafioletti
,
Magnos Martinello
,
Moisés R. N. Ribeiro
,
Marco Ruffini
,
Frank Slyne
.
cnsm 2022
:
324-330
[doi]
Scalable Damper-based Deterministic Networking
M. Yassine Naghmouchi
,
Shoushou Ren
,
Paolo Medagliani
,
Sébastien Martin
,
Jérémie Leguay
.
cnsm 2022
:
367-373
[doi]
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
.
cnsm 2022
:
367-371
[doi]
Fast Traffic Engineering by Gradient Descent with Learned Differentiable Routing
Krzysztof Rusek
,
Paul Almasan
,
José Suárez-Varela
,
Piotr Cholda
,
Pere Barlet-Ros
,
Albert Cabellos-Aparicio
.
cnsm 2022
:
359-363
[doi]
Dynamically meeting performance objectives for multiple services on a service mesh
Forough Shahab Samani
,
Rolf Stadler
.
cnsm 2022
:
219-225
[doi]
Performability Assessment of Containerized Multi-Tenant IMS through Multidimensional UGF
Luigi De Simone
,
Mario Di Mauro
,
Maurizio Longo
,
Roberto Natella
,
Fabio Postiglione
.
cnsm 2022
:
145-153
[doi]
Assessing e-Government DNS Resilience
Raffaele Sommese
,
Mattijs Jonker
,
Jeroen van der Ham
,
Giovane C. M. Moura
.
cnsm 2022
:
118-126
[doi]
A Novel Cost-Aware Load Balancing Algorithm for Road Side Units in Internet of Vehicles
Shivank Thapa
,
Swagat Ranjan Sahoo
,
Moumita Patra
,
Arobinda Gupta
.
cnsm 2022
:
359-363
[doi]
The Effect of the Russian-Ukrainian Conflict from the Perspective of Internet eXchanges
Cristian Trusin
,
Leandro M. Bertholdo
,
José Jair Santanna
.
cnsm 2022
:
261-267
[doi]
FlexiCast: A Structure-Adaptive Protocol for Efficient Data-Sharing in IoT
Madhav Tummula
,
H. Manish Kausik
,
Sudipta Saha
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cnsm 2022
:
100-108
[doi]
Zero-touch security automation mechanisms for edge NFV: the π-Edge approach
Alexandros Valantasis
,
Nikos Psaromanolakis
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Vasileios Theodorou
.
cnsm 2022
:
317-323
[doi]
Accelerating Causal Inference Based RCA Using Prior Knowledge From Functional Connectivity Inference
Giles Winchester
,
George Parisis
,
Robert Harper 0004
,
Luc Berthouze
.
cnsm 2022
:
10-18
[doi]
Function Placement and Acceleration for In-Network Federated Learning Services
Nour-El-Houda Yellas
,
Bernardetta Addis
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Roberto Riggio
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Stefano Secci
.
cnsm 2022
:
212-218
[doi]
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