RE.PUBLIC@POLIMI pubblicazioni di ricerca del Politecnico di Milano

TROIA, SEBASTIAN
 Distribuzione geografica
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Continente #
NA - Nord America 4.153
EU - Europa 3.530
AS - Asia 3.099
SA - Sud America 554
AF - Africa 169
OC - Oceania 13
Continente sconosciuto - Info sul continente non disponibili 1
Totale 11.519
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Nazione #
US - Stati Uniti d'America 4.029
IT - Italia 1.287
SG - Singapore 1.108
RU - Federazione Russa 1.079
CN - Cina 830
BR - Brasile 399
VN - Vietnam 267
DE - Germania 257
KR - Corea 206
JP - Giappone 181
FR - Francia 179
NL - Olanda 160
FI - Finlandia 133
GB - Regno Unito 116
HK - Hong Kong 97
CA - Canada 91
ES - Italia 82
ID - Indonesia 65
IN - India 63
MA - Marocco 46
CI - Costa d'Avorio 43
IE - Irlanda 43
PL - Polonia 40
BD - Bangladesh 39
EC - Ecuador 37
TW - Taiwan 34
AR - Argentina 31
PE - Perù 28
PK - Pakistan 28
UA - Ucraina 28
TR - Turchia 24
SE - Svezia 22
IQ - Iraq 20
CO - Colombia 17
IR - Iran 17
EG - Egitto 16
CH - Svizzera 15
MY - Malesia 15
ZA - Sudafrica 15
MX - Messico 14
AT - Austria 13
CL - Cile 13
AU - Australia 12
RO - Romania 12
GR - Grecia 11
JO - Giordania 11
VE - Venezuela 10
AE - Emirati Arabi Uniti 9
KZ - Kazakistan 9
PH - Filippine 9
PY - Paraguay 9
BJ - Benin 8
BO - Bolivia 8
LB - Libano 8
NP - Nepal 8
BE - Belgio 6
CZ - Repubblica Ceca 6
LT - Lituania 6
SA - Arabia Saudita 6
DZ - Algeria 5
ET - Etiopia 5
KE - Kenya 5
PT - Portogallo 5
TH - Thailandia 5
UZ - Uzbekistan 5
AZ - Azerbaigian 4
CR - Costa Rica 4
IL - Israele 4
KW - Kuwait 4
LU - Lussemburgo 4
NG - Nigeria 4
SY - Repubblica araba siriana 4
DK - Danimarca 3
DO - Repubblica Dominicana 3
JM - Giamaica 3
KG - Kirghizistan 3
MD - Moldavia 3
MO - Macao, regione amministrativa speciale della Cina 3
NO - Norvegia 3
OM - Oman 3
ZW - Zimbabwe 3
AL - Albania 2
AO - Angola 2
BF - Burkina Faso 2
BG - Bulgaria 2
BH - Bahrain 2
EE - Estonia 2
GT - Guatemala 2
HR - Croazia 2
LY - Libia 2
ML - Mali 2
PA - Panama 2
PR - Porto Rico 2
QA - Qatar 2
RS - Serbia 2
SI - Slovenia 2
SN - Senegal 2
TN - Tunisia 2
TT - Trinidad e Tobago 2
UY - Uruguay 2
Totale 11.498
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Città #
Singapore 668
Ashburn 665
San Jose 478
Milan 317
Fairfield 235
Seoul 193
Hefei 191
Santa Clara 189
Tokyo 158
Chandler 138
Moscow 131
Dallas 123
Beijing 119
Wilmington 116
Woodbridge 110
Council Bluffs 107
Helsinki 99
Houston 98
Rome 96
The Dalles 96
Munich 93
Seattle 90
Cambridge 87
Boardman 83
Los Angeles 79
Ho Chi Minh City 71
Hong Kong 65
Hanoi 61
Lauterbourg 59
New York 56
Frankfurt am Main 54
North Charleston 48
Málaga 42
Abidjan 41
Ann Arbor 35
Dublin 35
São Paulo 35
Buffalo 34
Jakarta 34
Las Vegas 34
Lawrence 33
Ottawa 33
Casablanca 32
Chicago 32
Medford 31
Redwood City 29
Kent 28
Taipei 26
Lima 25
Guangzhou 24
San Diego 24
Dearborn 23
Amsterdam 22
Düsseldorf 20
Orem 20
Rio de Janeiro 20
London 18
Paris 18
Shanghai 18
Lappeenranta 16
Montreal 16
Pisa 16
Dong Ket 15
Warsaw 15
Toronto 14
Atlanta 13
Lucca 13
Nanjing 13
Naples 13
Norwalk 13
Redondo Beach 13
Tianjin 13
Turin 13
Haiphong 12
Portoviejo 12
Varese 12
Wuhan 12
Amman 11
Belo Horizonte 11
Da Nang 11
Frisco 11
Hangzhou 11
Leicester 11
Nuremberg 11
Phoenix 11
Redmond 11
Turku 11
Kenitra 10
Santiago 10
Chengdu 9
Johannesburg 9
Stockholm 9
Bologna 8
Brooklyn 8
Central 8
Columbus 8
Cotonou 8
Figino 8
Guayaquil 8
Madrid 8
Totale 6.404
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Nome #
DeepLS: Local Search for Network Optimization based on Lightweight Deep Reinforcement Learning 748
Network Traffic Prediction based on Diffusion Convolutional Recurrent Neural Networks 470
Matheuristic with machine-learning-based prediction for software-defined mobile metro-core networks 451
Machine-learning-aided resource allocation in 5G metro networks 297
Resiliency in SD-WAN with eBPF Monitoring: Municipal Network and Video Streaming Use Cases 287
Software Defined Wide Area Networking (SD-WAN) 259
On Deep Reinforcement Learning for Traffic Engineering in SD-WAN 255
Deep Learning-based Traffic Prediction for Network Optimization 201
Dynamic programming of network slices in software-defined metro-core optical networks 200
Identification of tidal-traffic patterns in metro-area mobile networks via matrix factorization based model 189
A Reinforcement Learning-based Dynamic Bandwidth Allocation for XGS-PON Networks 185
SD-WAN: An Open-Source Implementation for Enterprise Networking Services 177
Machine-Learning-Assisted Routing in SDN-based Optical Networks 172
Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation 170
Resilience of Delay-sensitive Services with Transport-layer Monitoring in SD-WAN 170
Network Orchestration for Dynamic Network Slicing for Fixed and Mobile Vertical Services 170
Portable MiniLab for Hands-on Experimentation with Software Defined Networking 169
Traffic-Profile and Machine Learning Based Regional Data Center Design and Operation for 5G Network 167
Machine Learning-assisted Planning and Provisioning for SDN/NFV-enabled Metropolitan Networks 166
Baseband-Function Placement with Multi-Task Traffic Prediction for 5G Radio Access Networks 165
Reinforcement Learning for Service Function Chain Reconfiguration in NFV-SDN Metro-Core Optical Networks 165
Experimental Demonstration and Results of Cross-layer Monitoring Using OpenNOP: an Open Source Network Observability Platform 164
Enabling multipath optical routing with hybrid differential delay compensation 163
Machine Learning-Based Routing and Wavelength Assignment in Software-Defined Optical Networks 162
On Deep Reinforcement Learning for Static Routing and Wavelength Assignment 161
Is Machine Learning Suitable for Solving RWA Problems in Optical Networks? 158
Admission Control and Virtual Network Embedding in 5G Networks: A Deep Reinforcement-Learning Approach 157
SENATUS: an experimental SDN/NFV Orchestrator 155
Dynamic Virtual Network Function Placement over a Software-Defined Optical Network 153
On the Network Slicing for Enterprise Services with Hybrid SDN 152
SD-WAN: how the control of the network can be shifted from core to edge 148
Reconfiguration of VNF Placement in an Optical Metro Network by a Modular Planning Tool 145
Automated Data Ingestion Framework for Enhanced Control and Maintenance of Optical Networks [Invited] 139
Power-efficient baseband-function placement in latency-constrained 5G metro access 139
In-band Network Telemetry for Software-Defined Wide Area Networks 138
Guiding Network Function Virtualization Orchestration through the Digital Twin Technology 136
Demo: Adaptive Resource Allocation Simulator for Federated Learning in MEC-driven SD-WANs 136
Auction-based network slicing for 5G RAN 136
Performance Evaluation of Overlay Networking for delay-sensitive services in SD-WAN 136
Machine-Learning-Based Prediction and Optimization of Mobile Metro-Core Networks 134
Experimental Demonstration of ML-Based DWDM System Margin Estimation 132
Employing Channel Probing to Derive End-of-Life Service Margins for Optical Spectrum Services 131
Power-aware optimization of baseband-function placement in cloud radio access networks 130
An Open Source SD-WAN CPE with Fast Packet Processing and Secure Connectivity 128
Pair-Bid Auction Model for Optimized Network Slicing in 5G RAN 125
Performance Characterization and Profiling of Chained CPU-bound Virtual Network Functions 125
Service Function Chain Resource Allocation and Offloading in Constrained Edge-Cloud Optical Networks 120
Assessing the Efficacy of Reinforcement Learning in Enhancing Quality of Service in SD-WANs 119
An Orchestration Platform for in-Network DDoS Attack Detection with P4 Programmable Switches 119
Machine-Learning Defined Networking: Towards Intelligent Networks 119
Mitigating Satellite Link Variability in SD-WAN using Constellation-Aware Edge Routing 117
Natural Language Interpretability for ML-Based QoT Estimation via Large Language Models 117
Enhancing cross layer monitoring on open optical transport networks 113
Towards an Intelligent and Satellite-Integrated SD-WAN: A High-Performance and Availability-Aware Approach 110
On the Service-Oriented Availability Analysis of Software Defined Wide Area Network 104
Edge-to-Cloud Federated Learning with Resource-Aware Model Aggregation in MEC 103
SDN-based network orchestration for new dynamic enterprise networking services 101
A Comprehensive Survey on Software-Defined Wide Area Network 101
Experimental Evaluation of SD-WAN Performance in a Municipal Network Test Bed 100
Model-based service provisioning in optical networks 99
Black-box optimization for anticipated baseband-function placement in 5G networks 97
From MPLS to SD-WAN to ensure QoS and QoE in cloud-based applications 92
Exploring Service Margins for Optical Spectrum Services 89
Demo: Design and Implementation of Hierarchical Cross-Domain Orchestration Using TeraFlowSDN 89
Machine Learning for future optical network automation 89
On the Application of Explainable Artificial Intelligence to Lightpath QoT Estimation 86
Performance Evaluation of PTP Synchronization Networks for 5G Front/Mid-Haul Transport 86
AI-driven Event Management in a Far-Edge/Edge/Cloud Monitoring System for Rural Environments 77
Reinforcement Learning for Resource Planning in Drone-Based Softwarized Networks 76
Quantifying Features' Contribution for ML-based Quality-of-Transmission Estimation using Explainable AI 72
Beyond Performance: Explaining Non-Intuitive Deep Reinforcement Learning Actions in Elastic Optical Networks 56
Real-time Delay Measurement in SD-WAN based on In-band Network Telemetry 51
A MARL Approach to Employ Intelligent Traffic Steering in SD-WAN 44
Agentic AI CPE: Traffic Steering via Small Language Models and Zero-Shot Forecasting 44
Verifying Behavior of Reinforcement Learning Agents for Network Slice Admission Control 43
On the Optimization of Model Aggregation for Federated Learning at the Network Edge 39
Open Implementation of a Large Language Model Pipeline for Automated Configuration of Software-Defined Optical Networks 38
Management of In-Network Machine Learning by Software-Defined Networking 34
An AI–Driven SD-WAN Deployment for LEO Satellite and Terrestrial Network Integration 29
YOLO-AUG: Enhancing Wildlife Monitoring on Far-Edge Devices With Dynamic Color-Space Augmentation and Efficient Learning 27
Optimization of 5G RAN network slicing based on auction models 22
Generative Explainability for Next-Generation Networks: Llm-Augmented Xai with Mutual Feature Interactions 15
OpenNOP: an open-source network observability platform enabling multi-vendor multi-layer monitoring and ML analysis 11
Totale 11.664
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Categoria #
all - tutte 30.636
article - articoli 9.804
book - libri 0
conference - conferenze 18.403
curatela - curatele 0
other - altro 0
patent - brevetti 68
selected - selezionate 0
volume - volumi 2.361
Totale 61.272
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Totale Lug Ago Sett Ott Nov Dic Gen Feb Mar Apr Mag Giu
2021/2022290 16 9 22 15 8 12 23 16 36 26 55 52
2022/2023554 42 15 11 38 84 52 20 43 78 66 49 56
2023/2024396 23 54 19 23 33 41 18 19 9 61 27 69
2024/20251.773 35 39 27 28 226 118 102 175 228 146 244 405
2025/20266.993 931 1.007 484 514 586 366 935 428 498 559 222 463
2026/2027156 156 0 0 0 0 0 0 0 0 0 0 0
Totale 11.664