Danilo Ardagna
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
55
Venues
25
Active years
2002–2025
Best venue rank
A*
Where they publish
- NationalSYNASC11 papers
- A*ICSE5 papers
- BMASCOTS4 papers
- CCLOSER4 papers
- UnrankedUCC3 papers
- ABPM3 papers
- BAINA2 papers
- CICA3PP2 papers
- A*WWW2 papers
- AICSOC2 papers
- CEMMSAD2 papers
- MulticonferenceSAC2 papers
- BESANN1 paper
- CECMS1 paper
- BIJCNN1 paper
- BCOMPSAC1 paper
- AGECCO1 paper
- CSBAC-PAD1 paper
- BCCGRID1 paper
- A*INFOCOM1 paper
- BSSBSE1 paper
- AHPDC1 paper
- AICWS1 paper
- BNCA1 paper
- NationalICAISC1 paper
Papers
55 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | MASCOTS | An Artificial Bee Colony algorithm with Machine Learning for Constrained Optimization in HPC. | Roberto Sala, Nikita Litovchenko, Davide Gadioli, Gianluca Palermo, Danilo Ardagna |
| 2025 | MASCOTS | Federated Reinforcement Learning for Runtime Optimization of AI Applications in Smart Eyewears. | Hamta Sedghani, Abednego Wamuhindo Kambale, Federica Filippini, Francesca Palermo, Diana Trojaniello, Danilo Ardagna |
| 2024 | AINA | AI-SPRINT: Design and Runtime Framework for Accelerating the Development of AI Applications in the Computing Continuum. | Francesco Lattari, Matteo Matteucci, Danilo Ardagna |
| 2024 | AINA | Greening AI: A Framework for Energy-Aware Resource Allocation of ML Training Jobs with Performance Guarantees. | Roberto Sala, Federica Filippini, Danilo Ardagna, Daniele Lezzi, Francesc Lordan, Patrick Thiem |
| 2024 | CLOSER | Harnessing the Computing Continuum Across Personalized Healthcare, Maintenance and Inspection, and Farming 4.0. | Fatemeh Baghdadi, Davide Cirillo, Daniele Lezzi, Francesc Lordan, Fernando Vzquez, Eugenio Lomurno, Alberto Archetti, Danilo Ardagna, Matteo Matteucci |
| 2024 | ESANN | An Efficient Neural Architecture Search Model for Medical Image Classification. | Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manuel Roveri, Matteo Matteucci, Qingjiang Shi |
| 2024 | MASCOTS | d-MALIBOO: a Bayesian Optimization framework for dealing with Discrete Variables. | Roberto Sala, Bruno Guindani, Danilo Ardagna, Alessandra Guglielmi |
| 2023 | ECMS | aMLLibrary: An AutoML Approach For Performance Prediction. | Bruno Guindani, Marco Lattuada, Danilo Ardagna |
| 2023 | UCC | FIGARO: reinForcement learnInG mAnagement acRoss the computing cOntinuum. | Federica Filippini, Riccardo Cavadini, Danilo Ardagna, Riccardo Lancellotti, Gabriele Russo Russo, Valeria Cardellini, Francesco Lo Presti |
| 2023 | UCC | SPACE4AI-R: a Runtime Management Tool for AI Applications Component Placement and Resource Scaling in Computing Continua. | Federica Filippini, Hamta Sedghani, Danilo Ardagna |
| 2023 | UCC | Runtime Management of Artificial Intelligence Applications for Smart Eyewears. | Abednego Wamuhindo Kambale, Hamta Sedghani, Federica Filippini, Giacomo Verticale, Danilo Ardagna |
| 2022 | IJCNN | POPNASv2: An Efficient Multi-Objective Neural Architecture Search Technique. | Andrea Falanti, Eugenio Lomurno, Stefano Samele, Danilo Ardagna, Matteo Matteucci |
| 2021 | COMPSAC | Advancing Design and Runtime Management of AI Applications with AI-SPRINT (Position Paper). | Hamta Sedghani, Danilo Ardagna, Matteo Matteucci, Giulio Angelo Fontana, Giacomo Verticale, Fabrizio Amarilli, Rosa M. Badia, Daniele Lezzi, Ignacio Blanquer, Andr Martin, Konrad Wawruch |
| 2021 | GECCO | Pareto-optimal progressive neural architecture search. | Eugenio Lomurno, Stefano Samele, Matteo Matteucci, Danilo Ardagna |
| 2020 | MASCOTS | Performance Prediction for Data-driven Workflows on Apache Spark. | Andrea Gulino, Arif Canakoglu, Stefano Ceri, Danilo Ardagna |
| 2020 | SYNASC | Hierarchical Scheduling in on-demand GPU-as-a-Service Systems. | Federica Filippini, Marco Lattuada, Arezoo Jahani, Michele Ciavotta, Danilo Ardagna, Edoardo Amaldi |
| 2019 | CLOSER | Performance Prediction of GPU-based Deep Learning Applications. | Eugenio Gianniti, Li Zhang, Danilo Ardagna |
| 2019 | CLOSER | Gray-Box Models for Performance Assessment of Spark Applications. | Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna, Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida |
| 2018 | ICSE | Experiences and challenges in building a data intensive system for data migration. | Marco Scavuzzo, Elisabetta Di Nitto, Danilo Ardagna |
| 2018 | SBAC-PAD | Performance Prediction of GPU-Based Deep Learning Applications. | Eugenio Gianniti, Li Zhang, Danilo Ardagna |
| 2017 | CCGRID | A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce. | Eugenio Gianniti, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando |
| 2016 | ICA3PP | Modeling Performance of Hadoop Applications: A Journey from Queueing Networks to Stochastic Well Formed Nets. | Danilo Ardagna, Simona Bernardi, Eugenio Gianniti, Soroush Karimian Aliabadi, Diego Perez-Palacin, Jos Ignacio Requeno |
| 2016 | ICA3PP | D-SPACE4Cloud: A Design Tool for Big Data Applications. | Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna |
| 2016 | SYNASC | A Combined Analytical Modeling Machine Learning Approach for Performance Prediction of MapReduce Jobs in Cloud Environment. | Ehsan Ataie, Eugenio Gianniti, Danilo Ardagna, Ali Movaghar |
| 2015 | ICSE | Cloud and Multi-cloud Computing: Current Challenges and Future Applications. | Danilo Ardagna |
| 2015 | ICSE | DICE: Quality-Driven Development of Data-Intensive Cloud Applications. | Giuliano Casale, Danilo Ardagna, Matej Artac, Franck Barbier, Elisabetta Di Nitto, Alexis Henry, Gabriel Iuhasz, Christophe Joubert, Jos Merseguer, Victor Ion Munteanu, Juan Fernando Prez, Dana Petcu, Matteo Rossi, Craig Sheridan, Ilias Spais, Daniel Vladuic |
| 2015 | SYNASC | A Model-Driven DevOps Framework for QoS-Aware Cloud Applications. | Michele Guerriero, Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna |
| 2014 | INFOCOM | Towards Multi-Clouds engineering. | Dana Petcu, Elisabetta Di Nitto, Danilo Ardagna, Amor Solberg, Giuliano Casale |
| 2014 | SSBSE | A Multi-model Optimization Framework for the Model Driven Design of Cloud Applications. | Danilo Ardagna, Giovanni Paolo Gibilisco, Michele Ciavotta, Alexander Lavrentev |
| 2014 | SYNASC | A Receding Horizon Approach for the Runtime Management of IaaS Cloud Systems. | Danilo Ardagna, Michele Ciavotta, Riccardo Lancellotti |
| 2014 | SYNASC | Optimal Capacity Allocation for Executing MapReduce Jobs in Cloud Systems. | Marzieh Malekimajd, Alessandro Maria Rizzi, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando, Ali Movaghar |
| 2014 | SYNASC | Optimization Techniques within the Hadoop Eco-system: A Survey. | Giulia Rumi, Claudia Colella, Danilo Ardagna |
| 2014 | SYNASC | Model-Driven Design of Cloud Applications with Quality-of-Service Guarantees: The MODAClouds Approach, MICAS Tutorial. | Marcos Aurlio Almeida da Silva, Danilo Ardagna, Nicolas Ferry, Juan F. Prez |
| 2013 | CLOSER | An Approach for the Development of Portable Applications on PaaS Clouds. | Filippo Giove, Davide Longoni, Majid Shokrolahi Yancheshmeh, Danilo Ardagna, Elisabetta Di Nitto |
| 2013 | ICSE | Model based control for multi-cloud applications. | Marco Miglierina, Giovanni Paolo Gibilisco, Danilo Ardagna, Elisabetta Di Nitto |
| 2013 | SYNASC | Supporting the Development and Operation of Multi-cloud Applications: The MODAClouds Approach. | Elisabetta Di Nitto, Marcos Aurlio Almeida da Silva, Danilo Ardagna, Giuliano Casale, Ciprian Dorin Craciun, Nicolas Ferry, Victor Munts, Arnor Solberg |
| 2012 | ICSE | MODAClouds: a model-driven approach for the design and execution of applications on multiple clouds. | Danilo Ardagna, Elisabetta Di Nitto, Giuliano Casale, Dana Petcu, Parastoo Mohagheghi, Sbastien Mosser, Peter Matthews, Anke Gericke, Cyril Ballagny, Francesco D'Andria, Cosmin-Septimiu Nechifor, Craig Sheridan |
| 2012 | SYNASC | Evaluation of the CAP Properties on Amazon SimpleDB and Windows Azure Table Storage. | Simone Benefico, Eva Gjeci, Ricardo Gonzalez Gomarasca, Eros Lever, Santo Lombardo, Danilo Ardagna, Elisabetta Di Nitto |
| 2012 | SYNASC | Evaluating the Auto Scaling Performance of Flexiscale and Amazon EC2 Clouds. | Filippo Lorenzo Ferraris, Davide Franceschelli, Mario Pio Gioiosa, Donato Lucia, Danilo Ardagna, Elisabetta Di Nitto, Tabassum Sharif |
| 2012 | SYNASC | Issues in Handling Complex Data Structures with NoSQL Databases. | Santo Lombardo, Elisabetta Di Nitto, Danilo Ardagna |
| 2011 | WWW | A game theoretic formulation of the service provisioning problem in cloud systems. | Danilo Ardagna, Barbara Panicucci, Mauro Passacantando |
| 2008 | BPM | Introduction to the First Workshop on QoS in Self-healing Web Services (QSWS 2008). | Liliana Ardissono, Danilo Ardagna, Khalil Drira |
| 2008 | ICSOC | Model Identification for Energy-Aware Management of Web Service Systems. | Mara Tanelli, Danilo Ardagna, Marco Lovera, Li Zhang |
| 2007 | HPDC | A QoS-based selection approach of autonomic grid services. | Jonatha Anselmi, Danilo Ardagna, Paolo Cremonesi |
| 2006 | BPM | Web Services Composition in Autonomic Grid Environments. | Danilo Ardagna, Silvia Lucchini, Raffaela Mirandola, Barbara Pernici |
| 2005 | BPM | Global and Local QoS Guarantee in Web Service Selection. | Danilo Ardagna, Barbara Pernici |
| 2005 | EMMSAD | The MAIS approach to web service design. | Marzia Adorni, Francesca Arcelli, Danilo Ardagna, Luciano Baresi, Carlo Batini, Cinzia Cappiello, Marco Comerio, Marco Comuzzi, Flavio De Paoli, Chiara Francalanci, Paolo Losi, Simone Grega, Andrea Maurino, Stefano Modafferi, Barbara Pernici, Claudia Raibulet, Francesco Tisato |
| 2005 | EMMSAD | An Hybrid Approach to QoS Evaluation. | Danilo Ardagna, Marco Comerio, Flavio De Paoli, Simone Grega |
| 2005 | ICWS | Global and Local QoS Constraints Guarantee in Web Service Selection. | Danilo Ardagna, Barbara Pernici |
| 2005 | NCA | SLA Based Profit Optimization in Multi-tier Systems. | Danilo Ardagna, Marco Trubian, Li Zhang |
| 2004 | ICAISC | Evolutionary Design of Information Systems Architectures. | Danilo Ardagna, Chiara Francalanci, Vincenzo Piuri, Fabio Scotti |
| 2004 | ICSOC | SLA based profit optimization in autonomic computing systems. | Li Zhang, Danilo Ardagna |
| 2004 | WWW | SLA based profit optimization in web systems. | Li Zhang, Danilo Ardagna |
| 2004 | SAC | A cost-oriented approach for infrastructural design. | Danilo Ardagna, Chiara Francalanci, Marco Trubian |
| 2002 | SAC | A cost-oriented methodology for the design of web based IT architectures. | Danilo Ardagna, Chiara Francalanci |