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D

Danilo Ardagna

polytechnic university of milan

34H-index
252Paper Count
5.1KCitation Count
Published Papers 50
Publication Date
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Secure budget-aware edge caching in mobile social networks: A dynamic optimization approach
errJournal of Parallel and Distributed Computing
IF4
err2026-09-01
err0
PREAI
errSeyedi, Zahra; Sedghani, Hamta; Verticale, Giacomo; Passacantando, Mauro; Ardagna, Danilo
errShare
errSave
Application Component Placement and Resource Optimization in Computing Continua
errIEEE Transactions on Services Computing
IF5.8
err2025-10-24
err0
PREAI
errHamta Sedghani; Mauro Passacantando; Danilo Ardagna
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errSave
Efficient parameter tuning for a structure-based virtual screening HPC application
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2025-05-22
err0
errOAAI
errGuindani, Bruno; Gadioli, Davide; Rocco, Roberto; Ardagna, Danilo; Palermo, Gianluca
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errSave
OSCAR-P and aMLLibrary: Profiling and predicting the performance of FaaS-based applications in computing continua☆
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2025-03-01
err0
errOAAI
errSala, Roberto; Guindani, Bruno; Galimberti, Enrico; Filippini, Federica; Sedghani, Hamta; Ardagna, Danilo; Risco, Sebastian; Molto, German; Caballer, Miguel
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errSave
A Robust Game Approach for On Spot Price Cloud Markets in Microservice-Based Applications
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errSedghani, Hamta; Passacantando, Mauro; Lancellotti, Riccardo; Zolfy Lighvan, Mina; Ardagna, Danilo
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errSave
Runtime Management of Artificial Intelligence Applications for Smart Eyewears
err16TH IEEE/ACM INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING, UCC 2023
IF0
err2024-04-04
err0
errOAAI
errKambale, Abednego Wamuhindo; Sedghani, Hamta; Filippini, Federica; Verticale, Giacomo; Ardagna, Danilo
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errSave
Integrating Bayesian Optimization and Machine Learning for the Optimal Configuration of Cloud Systems
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2024-01-01
err2
errOAAI
errGuindani, Bruno; Ardagna, Danilo; Guglielmi, Alessandra; Rocco, Roberto; Palermo, Gianluca
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errSave
A Stochastic Approach for Scheduling AI Training Jobs in GPU-Based Systems
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2024-01-01
err3
errOAAI
errFilippini, Federica; Anselmi, Jonatha; Ardagna, Danilo; Gaujal, Bruno
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errSave
AI Applications Resource Allocation in Computing Continuum: A Stackelberg Game Approach
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2024-01-01
err1
PREAI
errSala, Roberto; Sedghani, Hamta; Passacantando, Mauro; Verticale, Giacomo; Ardagna, Danilo
errShare
errSave
SPACE4AI-D: A Design-Time Tool for AI Applications Resource Selection in Computing Continua
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2024-01-01
err1
PREAI
errSedghani, Hamta; Filippini, Federica; Ardagna, Danilo
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errSave
POPNASv3: A pareto-optimal neural architecture search solution for image and time series classification
errAPPLIED SOFT COMPUTING
IF6.6
err2023-09-01
err3
errOAAI
errFalanti, Andrea; Lomurno, Eugenio; Ardagna, Danilo; Matteucci, Matteo
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errSave
A Path Relinking Method for the Joint Online Scheduling and Capacity Allocation of DL Training Workloads in GPU as a Service Systems
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2023-05-01
err2
errOAAI
errFilippini, Federica; Lattuada, Marco; Ciavotta, Michele; Jahani, Arezoo; Ardagna, Danilo; Amaldi, Edoardo
errShare
errSave
Fixed-Point Iteration Approach to Spark Scalable Performance Modeling and Evaluation
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2023-01-01
err2
errOAAI
errKarimian-Aliabadi, Soroush; Aseman-Manzar, Mohammad-Mohsen; Entezari-Maleki, Reza; Ardagna, Danilo; Egger, Bernhard; Movaghar, Ali
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errSave
Architectural Design of Cloud Applications: A Performance-Aware Cost Minimization Approach
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2022-07-01
err3
errOAAI
errCiavotta, Michele; Gibilisco, Giovanni Paolo; Ardagna, Danilo; Di Nitto, Elisabetta; Lattuada, Marco; da Silva, Marcos Aurelio Almeida
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errSave
Optimal Resource Allocation of Cloud-Based Spark Applications
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2022-04-01
err7
errOAAI
errLattuada, Marco; Barbierato, Enrico; Gianniti, Eugenio; Ardagna, Danilo
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errSave
Performance prediction of deep learning applications training in GPU as a service systems
errCLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS
IF4.1
err2022-01-14
err10
PREAI
errLattuada, Marco; Gianniti, Eugenio; Ardagna, Danilo; Zhang, Li
errShare
errSave
A Stackelberg Game Approach for Managing AI Sensing Tasks in Mobile Crowdsensing
errIEEE ACCESS
IF3.6
err2022-01-01
err3
errOAAI
errSedghani, Hamta; Lighvan, Mina Zolfy; Aghdasi, Hadi S.; Passacantando, Mauro; Verticale, Giacomo; Ardagna, Danilo
errShare
errSave
Optimizing Quality-Aware Big Data Applications in the Cloud
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2021-04-01
err6
errOAAI
errGianniti, Eugenio; Ciavotta, Michele; Ardagna, Danilo
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errSave
A Hierarchical Receding Horizon Algorithm for QoS-Driven Control of Multi-laaS Applications
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2021-04-01
err8
errOAAI
errArdagna, Danilo; Ciavotta, Michele; Lancellotti, Riccardo; Guerriero, Michele
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errSave
Hierarchical Stochastic Models for Performance, Availability, and Power Consumption Analysis of IaaS Clouds
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2019-10-01
err32
PREAI
errAtaie, Ehsan; Entezari-Maleki, Reza; Rashidi, Leila; Trivedi, Kishor S.; Ardagna, Danilo; Movaghar, Ali
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errSave

Research Directions

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Co-authors
Cooperation Journals
L
Li Zhang
H-index: 55 · Papers: 871
V
Virgı́lio Almeida
H-index: 53 · Papers: 323
C
Carlo Ghezzi
H-index: 53 · Papers: 495
W
Wagner Meira
H-index: 52 · Papers: 608
J
Jussara M. Almeida
H-index: 46 · Papers: 390
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