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publications.yml
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# The following string is a separator used by the parser to trim away generated content
# Please, please, please, keep this here!
#--#--#--#--#--#
- id: iris_2026_ef42f67851780044e79e
id_iris: 364967,
title: "Sharpening Kubernetes Audit Logs with Context Awareness"
authors:
- MatteoFranzil
- ValentinoArmani
- LuisAugustoDiasKnob
- DomenicoSiracusa
destination: computernetworks
year: 2026
doi: 10.1016/j.comnet.2025.111890
- id: iris_2026_e6175c6429ee6635d788
id_iris: 368727,
title: "Multi-Energy System Optimization of Costs Versus Carbon Dioxide Emissions for Flexibility. A Case Study in Italy"
authors:
- MarceloDarioRodasBritez
- FrancescoGhionda
- VasileiosTatsis
- DimosthenisIoannidis
destination: energyengineering
year: 2026
doi: 10.32604/ee.2026.078082
- id: iris_2026_6d0d471398135879b86d
id_iris: 365427,
title: "Exploiting Kubernetes' Image Pull Implementation to Deny Node Availability"
authors:
- LuisAugustoDiasKnob
- MatteoFranzil
- DomenicoSiracusa
destination: ieeetransactionsondependableandsecurecomputing
year: 2026
doi: 10.1109/tdsc.2025.3641311
- id: iris_2025_f772cc39cb05bd9d930c
id_iris: 366049,
title: "Rethinking NIDS Rule-Based Pre-Filtering"
authors:
- HenriqueBeckerBrum
- LuisA.DiasKnob
- TiagoFerreto
- DomenicoSiracusa
destination: 21stinternationalconferenceonnetworkandservicemanagement
year: 2025
doi: 10.23919/cnsm67658.2025.11297559
- id: iris_2025_ee27c892d9762dd36c1f
id_iris: 357329,
title: "DiversityOne: A Multi-Country Smartphone Sensor Dataset for Everyday Life Behavior Modeling"
authors:
- MatteoBusso
- AndreaBontempelli
- LeonardoJavierMalcotti
- LakmalMeegahapola
- PeterKun
- ShyamDiwakar
- ChaitanyaNutakki
- MarceloDarioRodasBritez
- XuHao
- DongleiSong
- SalvadorRuizCorrea
- Andrea-RebecaMendoza-Lara
- GeorgeGaskell
- SallyStares
- MiriamBidoglia
- AmarsanaaGanbold
- AltangerelChagnaa
- LucaCernuzzi
- AlethiaHume
- RonaldChenu-Abente
- RoyAliaAsiku
- IvanKayongo
- DanielGatica-Perez
- AmaliadeGotzen
- IvanoBison
- FaustoGiunchiglia
destination: acmoninteractivemobilewearableandubiquitoustechnologies
year: 2025
doi: 10.1145/3712289
- id: iris_2025_bd945b004b12734c7b20
id_iris: 365888,
title: "Disruption-Aware Microservice Re-Orchestration for Cost-Efficient Multi-Cloud Deployments"
authors:
- MarcoZambianco
- SilvioCretti
- DomenicoSiracusa
destination: ieeetransactionsonservicescomputing
year: 2025
doi: 10.1109/tsc.2025.3604373
- id: iris_2025_ae7f26c66ae3e3f3395b
id_iris: 361307,
title: "Carbon-Aware Spatio-Temporal Workload Shifting in Edge–Cloud Environments: A Review and Novel Algorithm"
authors:
- NasirAsadov
- VladC.Coroama
- MatteoFranzil
- StefanoGalantino
- MatthiasFinkbeiner
destination: sustainability
year: 2025
doi: 10.3390/su17146433
- id: iris_2025_9b5ef3ac080e3a51d4d7
id_iris: 367387,
title: "Towards Cryptography Bill of Materials Compliance"
authors:
- ClaudioForoncelli
- AlessandroTomasi
- LucaPiras
- LuisAugustoDiasKnob
- PietroDeMatteis
- SilvioRanise
destination: ininternationalsecuritystandardisationresearchconferencessrspringer2025
year: 2025
- id: iris_2025_545ae5e10c1aeabccd7d
id_iris: 362587,
title: "From Edge to Cloud: Securing Distributed Containerized Applications"
authors:
- LucaVerderame
- GiorgiaBolognesi
- EnricoPezzano
- MassimilianoRak
- AlbertoFalcone
- GiacomoBenedetti
- MassimoGuarascio
- LucaCaviglione
- RobertoCarbone
- RobertoDoriguzziCorin
- MaurizioGiacobbe
- GiovanniMerlino
- AntonioPuliafito
- MassimilianoBaldo
- MarinoMiculan
- VincenzoRiccio
- MassimoFicco
destination: procofthe2025ieeeeuropeansymposiumonsecurityandprivacyworkshopseurospw
year: 2025
doi: 10.1109/EuroSPW67616.2025.00077
- id: iris_2025_292410c941edc5932843
id_iris: 367207,
title: "CPAD: Constraint-Projected Adversarial Attack for Dependable Network Intrusion Detection"
authors:
- MichaelKevinNtakoKoungni
- DomenicoSiracusa
- RobertoDoriguzziCorin
abstract: >
Machine-learning Network Intrusion Detection Systems (NIDSs) are increasingly used to detect network attacks, but they remain vulnerable to Adversarial Machine Learning (AML) attacks that subtly perturb traffic to cause misclassification. Understanding and testing these attacks is essential for deploying reliable NIDS in real networks. However, existing AML attack generators, often developed for other application domains, frequently violate network constraints or alter the malicious functionality of traffic, limiting their usefulness for realistic evaluation. To address these limitations, we propose Constraint-Projected Adversarial Attack (CPAD), a method that preserves both validity and maliciousness while inducing evasion. The main goal of CPAD is to allow cybersecurity analysts and practitioners to assess the robustness of their NIDSs against adversarially perturbed network attacks. CPAD partitions features into perturbable and non-perturbable sets, iteratively targets the most influential features, and projects perturbations back into the allowable distribution and constraint space so samples remain realistic and functional. Evaluated on Brute Force, DDoS, DoS, and Bot attacks using a deep model, CPAD produces realistic adversarial samples that retain attack characteristics and successfully evade detection, enabling more faithful robustness assessment of NIDSs.
destination: procofthe3rdinternationalconferenceonfoundationandlargelanguagemodelsfllm
year: 2025
doi: 10.1109/fllm67465.2025.11391031
- id: iris_2025_220419fbe6e1d3d85d0d
id_iris: 355207,
title: "A Proactive Decoy Selection Scheme for Cyber Deception using MITRE ATT&CK"
authors:
- MarcoZambianco
- ClaudioFacchinetti
- DomenicoSiracusa
destination: computerssecurity
year: 2025
doi: 10.1016/j.cose.2024.104144
- id: iris_2025_09a5ed532e3514a70971
id_iris: 367147,
title: "Adaptive Federated Learning with Functional Encryption: A Comparison of Classical and Quantum-safe Options"
authors:
- EnricoSorbera
- FedericaZanetti
- GiacomoBrandi
- AlessandroTomasi
- RobertoDoriguzziCorin
- SilvioRanise
destination: 20253rdinternationalconferenceonfoundationandlargelanguagemodelsfllm
year: 2025
doi: 10.1109/FLLM67465.2025.11391241
- id: iris_2024_ff4828f58bbb2ab83751
id_iris: 349547,
title: "Building the Cloud Continuum with REAR"
authors:
- StefanoGalantino
- ElisaAlbanese
- NasirAsadov
- StefanoBraghin
- FrancescoCappa
- AndreaColli-Vignarelli
- YousefMajidAmjad
- EduardMarin
- JacopoMarino
- LorenzoMoro
- LiubovNedoshivina
- FulvioRisso
- DomenicoSiracusa
- AntonioSkarmeta
- LucaZuanazzi
destination: 2024ieee10thinternationalconferenceonnetworksoftwarizationnetsoft
year: 2024
doi: 10.1109/NetSoft60951.2024.10588885
- id: iris_2024_fee49bf2be68feb1ebf4
id_iris: 343667,
title: "Introducing packet-level analysis in programmable data planes to advance Network Intrusion Detection"
authors:
- RobertoDoriguzziCorin
- LuisAugustoDiasKnob
- LucaMendozzi
- DomenicoSiracusa
- MarcoSavi
destination: computernetworks
year: 2024
doi: 10.1016/j.comnet.2023.110162
- id: iris_2024_fc2e06b312978d832533
id_iris: 346928,
title: "Cost Minimization in Multi-cloud Systems with Runtime Microservice Re-orchestration"
authors:
- MarcoZambianco
- SilvioCretti
- DomenicoSiracusa
destination: 27thconferenceoninnovationincloudsinternetandnetworks
year: 2024
doi: 10.1109/icin60470.2024.10494463
- id: iris_2024_f4bf3cb401d619ca09ed
id_iris: 349507,
title: "Resource-Efficient Federated Learning for Network Intrusion Detection"
authors:
- RobertoDoriguzziCorin
- SilvioCretti
- DomenicoSiracusa
destination: ieee10thinternationalconferenceonnetworksoftwarizationnetsoft
year: 2024
doi: 10.1109/netsoft60951.2024.10588938
- id: iris_2024_d625eb2a46d509cdfcf4
id_iris: 346387,
title: "Multi-Objective Microservice Orchestration: Balancing Security and Performance in CCAM"
authors:
- StefanoBerlato
- SilvioCretti
- DomenicoSiracusa
- SilvioRanise
destination: 27thconferenceoninnovationincloudsinternetandnetworksicin
year: 2024
doi: 10.1109/ICIN60470.2024.10494482
- id: iris_2024_c56690dc40cba80c3529
id_iris: 350627,
title: "Work-in-Progress: A Sidecar Proxy for Usable and Performance-Adaptable End-to-End Protection of Communications in Cloud Native Applications"
authors:
- StefanoBerlato
- MatteoRizzi
- MatteoFranzil
- SilvioCretti
- PietroDeMatteis
- RobertoCarbone
destination: 2024ieeeeuropeansymposiumonsecurityandprivacyworkshopseurospw
year: 2024
doi: 10.1109/eurospw61312.2024.00086
- id: iris_2024_a5fed453871f7bf4554c
id_iris: 349508,
title: "Online Learning and Model Pruning Against Concept Drifts in Edge Devices"
authors:
- SimoneMagnani
- SeshuTirupathi
- RobertoDoriguzziCorin
- LiubovNedoshivina
- StefanoBraghin
- DomenicoSiracusa
destination: ieee10thinternationalconferenceonnetworksoftwarizationnetsoft
year: 2024
doi: 10.1109/netsoft60951.2024.10588946
- id: iris_2024_7fb906c6bb213d7d6ba9
id_iris: 346927,
title: "Demonstrating Runtime Microservice Rescheduling in Hybrid Clouds for Cost Minimization"
authors:
- SilvioCretti
- MarcoZambianco
- DomenicoSiracusa
destination: 27thconferenceoninnovationincloudsinternetandnetworks
year: 2024
doi: 10.1109/icin60470.2024.10494495
- id: iris_2024_6afeb7e1ba60f98f9a03
id_iris: 343267,
title: "FLAD: Adaptive Federated Learning for DDoS Attack Detection"
authors:
- RobertoDoriguzziCorin
- DomenicoSiracusa
destination: computerssecurity
year: 2024
doi: 10.1016/j.cose.2023.103597
- id: iris_2024_5803b4d065e39e763bc9
id_iris: 347587,
title: "Resource-aware Cyber Deception for Microservice-based Applications"
authors:
- MarcoZambianco
- ClaudioFacchinetti
- RobertoDoriguzziCorin
- DomenicoSiracusa
destination: ieeetransactionsonservicescomputing
year: 2024
doi: 10.1109/tsc.2024.3395919
- id: iris_2024_500017909dd069a2b010
id_iris: 352667,
title: "Demo: Cloud-native Cyber Deception with Decepto"
authors:
- DanieleSantoro
- MarcoZambianco
- ClaudioFacchinetti
- DomenicoSiracusa
destination: 2024ieeesymposiumoncomputersandcommunicationsiscc
year: 2024
doi: 10.1109/iscc61673.2024.10733585
- id: iris_2024_3524bb02a8a09a4a2341
id_iris: 357372,
title: "Artificial Intelligence in Everyday Life 2.0: Educating University Students from Different Majors"
authors:
- MariaKasinidou
- StylianiKleanthous
- MatteoBusso
- MarceloDarioRodasBritez
- JahnaOtterbacher
- FaustoGiunchiglia
destination: iticse20242024oninnovationandtechnologyincomputerscienceeducationv1
year: 2024
doi: 10.1145/3649217.3653542
- id: iris_2024_11d4d3a8fe8b064d89bb
id_iris: 354427,
title: "PolyGloT-UML: A Gamified Framework for Enhancing UML Learning Paths"
authors:
- AntonioBucchiarone
- TommasoGuidolin
- LorenzoFasol
- GianlucaSchiavo
- JorgKienzle
- SebastienGerard
- DavidNegrier
- TommasoMartorella
destination: modelscompanion24acmieee27thinternationalconferenceonmodeldrivenengineeringlanguagesandsystems
year: 2024
doi: 10.1145/3652620.3687785
- id: iris_2023_d10c4cdad8055829690b
id_iris: 336467,
title: "Locality-aware deployment of application microservices for multi-domain fog computing"
authors:
- FrancescomariaFaticanti
- MarcoSavi
- FrancescoDePellegrini
- DomenicoSiracusa
destination: computercommunications
year: 2023
doi: 10.1016/j.comcom.2023.02.012
- id: iris_2023_cd19ce1a1ed4711b5959
id_iris: 342627,
title: "EECO: An AI-Based Algorithm for Energy-Efficient Comfort Optimisation"
authors:
- GiacomoSegala
- RobertoDoriguzziCorin
- ClaudioPeroni
- MatteoGerola
- DomenicoSiracusa
destination: energies
year: 2023
doi: 10.3390/en16217334
- id: iris_2023_c5908d59a7c80879a413
id_iris: 344247,
title: "Pruning Federated Learning Models for Anomaly Detection in Resource-Constrained Environments"
authors:
- SimoneMagnani
- StefanoBraghin
- AmbrishRawat
- RobertoDoriguzziCorin
- MarkPurcell
- DomenicoSiracusa
destination: 2023ieeeinternationalconferenceonbigdatabigdata
year: 2023
doi: 10.1109/BigData59044.2023.10386446
- id: iris_2023_7dd523fb6396b7da38fa
id_iris: 357489,
title: "Generalization and Personalization of Mobile Sensing-Based Mood Inference Models: An Analysis of College Students in Eight Countries"
authors:
- LakmalMeegahapola
- WilliamDroz
- PeterKun
- AmaliadeGotzen
- ChaitanyaNutakki
- ShyamDiwakar
- SalvadorRuizCorrea
- DongleiSong
- XuHao
- MiriamBidoglia
- GeorgeGaskell
- AltangerelChagnaa
- AmarsanaaGanbold
- TsolmonZundui
- CarloCaprini
- DanieleMiorandi
- AlethiaHume
- JoseLuisZarza
- LucaCernuzzi
- IvanoBison
- MarceloDarioRodasBritez
- MatteoBusso
- RonaldChenu-Abente
- CanGunel
- FaustoGiunchiglia
- LauraSchelenz
- DanielGatica-Perez
destination: acmoninteractivemobilewearableandubiquitoustechnologies
year: 2023
doi: 10.1145/3569483
- id: iris_2023_218be0b36d780a2d0eaf
id_iris: 339487,
title: "Enhancing Network Intrusion Detection: An Online Methodology for Performance Analysis"
authors:
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destination: 2023ieee9thinternationalconferenceonnetworksoftwarizationnetsoft
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title: "A Context Model for Personal Data Streams"
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destination: webandbigdata6thinternationaljointconferenceapwebwaim2022nanjingchinanovember25272022parti
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doi: 10.1007/978-3-031-25158-0_4
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title: "DAICS: A Deep Learning Solution for Anomaly Detection in Industrial Control Systems"
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title: "A Control Plane Enabling Automated and Fully Adaptive Network Traffic Monitoring with eBPF"
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destination: ieeeaccess
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title: "Tracking Normalized Network Traffic Entropy to Detect DDoS Attacks in P4"
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title: "A Digital Twin for the 5G Era: the SPIDER Cyber Range"
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title: "Towards Application-Aware Provisioning of Security Services with Kubernetes"
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destination: 2022ieee8thinternationalconferenceonnetworksoftwarizationnetsoft
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title: "A Learning Approach for Production-Aware 5G Slicing in Private Industrial Networks"
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title: "A reinforcement learning agent for mixed-numerology interference-aware slice spectrum allocation with non-deterministic and deterministic traffic"
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destination: computercommunications
year: 2022
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title: "In-Network Volumetric DDoS Victim Identification Using Programmable Commodity Switches"
authors:
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destination: ieeetransactionsonnetworkandservicemanagement
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title: "Enforcing deployment latency SLA in edge infrastructures through multi-objective genetic scheduler"
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destination: 14thieeeacminternationalconferenceonutilityandcloudcomputing
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doi: 10.1145/3468737.3494100
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title: "INVEST: Flow-Based Traffic Volume Estimation in Data-Plane Programmable Networks"
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destination: ifipnetworkingconference2021
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doi: 10.23919/IFIPNetworking52078.2021.9472826
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title: "GaDoT: GAN-based Adversarial Training for Robust DDoS Attack Detection"
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destination: 2021ieeeconferenceoncommunicationsandnetworksecuritycns
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title: "A Practical and Adaptive Approach to Predicting Indoor CO2"
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destination: appliedsciences
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title: "Fog Orchestration meets Proactive Caching"
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title: "Intelligent multi-branch allocation of spectrum slices for inter-numerology interference minimization"
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destination: computernetworks
year: 2021
doi: 10.1016/j.comnet.2021.108254
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title: "Mixed-Numerology Interference-Aware Spectrum Allocation for eMBB and URLLC Network Slices"
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destination: 202119thmediterraneancommunicationandcomputernetworkingconferencemedcomnet
year: 2021
doi: 10.1109/medcomnet52149.2021.9501277
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title: "Community-based placement of registries to speed up application deployment on Edge Computing"
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destination: 2021ieeeinternationalconferenceoncloudengineeringic2e
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title: "Improving Container Deployment in Edge Computing Using the Infrastructure Aware Scheduling Algorithm"
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destination: 2021ieeesymposiumoncomputersandcommunicationsiscc
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title: "An Application of Kubernetes Cluster Federation in Fog Computing"
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destination: 202124thconferenceoninnovationincloudsinternetandnetworksandworkshopsicin
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title: "Hybrid SDN evolution: A comprehensive survey of the state-of-the-art"
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destination: computernetworks
year: 2021
doi: 10.1016/j.comnet.2021.107981
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title: "An Incrementally-deployable P4-enabled Architecture for Network-wide Heavy-hitter Detection"
authors:
- DamuDing
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destination: ieeetransactionsonnetworkandservicemanagement
year: 2020
doi: 10.1109/TNSM.2020.2968979
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title: "A Blockchain-based Brokerage Platform for Fog Computing Resource Federation"
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title: "Distributed Cloud Intelligence: Implementing An ETSI MANO-Compliant Predictive Cloud Bursting Solution using Openstack and Kubernetes"
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year: 2020
doi: 10.1007/978-3-030-63058-4_8
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title: "Throughput-aware Partitioning and Placement of Applications in Fog Computing"
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destination: ieeetransactionsonnetworkandservicemanagement
year: 2020
doi: 10.1109/TNSM.2020.3023011
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title: "AADS: A Noise-Robust Anomaly Detection Framework for Industrial Control Systems"
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destination: 21stinternationalconferenceoninformationandcommunicationssecurityicics2019
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doi: 10.1007/978-3-030-41579-2_4
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title: "GEM-Analytics: Cloud-to-Edge AI-Powered Energy Management"
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destination: economicsofgridscloudssystemsandservices
year: 2020
- id: iris_2020_aabe06aeadaee18fb8c2
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title: "Optimal Blind and Adaptive Fog Orchestration under Local Processor Sharing"
authors:
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- FrancescomariaFaticanti
- MandarDatar
- EitanAltman
- DomenicoSiracusa
destination: 18thinternationalsymposiumonmodelingandoptimizationinmobileadhocandwirelessnetworkswiopt2020
year: 2020
- id: iris_2020_928a20033de03f0f86c1
id_iris: 358834,
title: "Interference Minimization in 5G Physical-Layer Network Slicing"
authors:
- MarcoZambianco
- GiacomoVerticale
destination: ieeetransactionsoncommunications
year: 2020
doi: 10.1109/tcomm.2020.2983009
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title: "An Automated Negotiation Framework for Application-Aware Transport Network Services"
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destination: opticalswitchingandnetworking
year: 2020
doi: 10.1016/j.osn.2020.100571
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title: "Smart Contracts for Service-Level Agreements in Edge-to-Cloud Computing"
authors:
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- VladoStankovski
- SandiGec
- FrancescomariaFaticanti
- MarcoSavi
- DomenicoSiracusa
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destination: journalofgridcomputing
year: 2020
doi: 10.1007/s10723-020-09534-y
- id: iris_2020_67f74708624dbad25bc4
id_iris: 358830,
title: "Spectrum Allocation for Network Slices with Inter-Numerology Interference using Deep Reinforcement Learning"
authors:
- MarcoZambianco
- GiacomoVerticale
destination: 2020ieee31stannualinternationalsymposiumonpersonalindoorandmobileradiocommunications
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doi: 10.1109/pimrc48278.2020.9217107
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title: "Artificial Intelligence Service Architecture for Edge Device"
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- Seung-wooKum
- YoungkeeKim
- DomenicoSiracusa
- JaewonMoon
destination: 2020ieee10thinternationalconferenceonconsumerelectronicsicceberlin
year: 2020
doi: 10.1109/ICCE-Berlin50680.2020.9352184
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title: "Optimal Design of Practical Quantum Key Distribution Backbones for Securing Core Transport Networks"
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- FrancescomariaFaticanti
- DomenicoSiracusa
destination: quantumreports
year: 2020
doi: 10.3390/quantum2010009
- id: iris_2020_45ee0e9005d7bcc7ee8e
id_iris: 320250,
title: "Estimating Logarithmic and Exponential Functions to Track Network Traffic Entropy in P4"
authors:
- DamuDing
- MarcoSavi
- DomenicoSiracusa
destination: ieeeifipnetworkoperationsandmanagementsymposiumnoms
year: 2020
doi: 10.1109/NOMS47738.2020.9110257
- id: iris_2020_3de554176570db423bcd
id_iris: 320986,
title: "LUCID: A Practical, Lightweight Deep Learning Solution for DDoS Attack Detection"
authors:
- RobertoDoriguzziCorin
- StuartMillar
- SandraScott-Hayward
- JesusMartinez-Del-Rincón
- DomenicoSiracusa
destination: ieeetransactionsonnetworkandservicemanagement
year: 2020
doi: 10.1109/TNSM.2020.2971776
- id: iris_2020_2445b243cf0b7986f470
id_iris: 321928,
title: "Deployment of Application Microservices in Multi-Domain Federated Fog Environments"
authors:
- FrancescomariaFaticanti
- MarcoSavi
- FrancescoDePellegrini
- PetarKochovski
- VladoStankovski
- DomenicoSiracusa
destination: ieee2020internationalconferenceonomnilayerintelligentsystemscoins
year: 2020
doi: 10.1109/COINS49042.2020.9191379
- id: iris_2019_e68249b977a9383ef166
id_iris: 318036,
title: "Cutting Throughput with the Edge: App-Aware Placement in Fog Computing"
authors:
- FrancescomariaFaticanti
- FrancescoDePellegrini
- DomenicoSiracusa
- DanieleSantoro
- SilvioCretti
destination: ieeeedgecom2019
year: 2019
doi: 10.1109/CSCloud/EdgeCom.2019.00026
- id: iris_2019_77e50a1e7565bc452514
id_iris: 317083,
title: "Path-based Fragmentation Metric and RSA Algorithms for Elastic Optical Networks"
authors:
- FedericoPederzolli
- DomenicoSiracusa
- AndreaZanardi
- GabrieleGalimberti
- DomenicoLaFauci
- GiovanniMartinelli
destination: journalofopticalcommunicationsandnetworking
year: 2019
doi: 10.1364/JOCN.11.000015
- id: iris_2019_64638f5980a016ff81ee
id_iris: 319108,
title: "Introducing SmartNICs in Server-Based Data Plane Processing: The DDoS Mitigation Use Case"
authors:
- SebastianoMiano
- RobertoDoriguzziCorin
- FulvioRisso
- DomenicoSiracusa
- R.Sommese
abstract: >
n the recent years, the complexity of the network data plane and their requirements in terms of agility has increased significantly, with many network functions now implemented in software and executed directly in datacenter servers. To avoid bottlenecks and to keep up with the ever increasing network speeds, recent approaches propose to move the software packet processing in kernel space using technologies such as eBPF/XDP, or to offload (part of it) in specialized hardware, the so called SmartNICs. This paper aims at guiding the reader through the intricacies of the above mentioned technologies, leveraging SmartNICs to build a more efficient processing pipeline and providing concrete insights on their usage for a specific use case, namely, the mitigation of Distributed Denial of Service (DDoS) attacks. In particular, we enhance the mitigation capabilities of edge servers by transparently offloading a portion of DDoS mitigation rules in the SmartNIC, thus achieving a balanced combination of the XDP flexibility in operating traffic sampling and aggregation in the kernel, with the performance of hardware-based filtering. We evaluate the performance in different combinations of host and SmartNIC-based mitigation, showing that offloading part of the DDoS network function in the SmartNIC can indeed optimize the packet processing but only if combined with additional processing on the host kernel space.
destination: ieeeaccess
year: 2019
doi: 10.1109/ACCESS.2019.2933491