Danilo Ardagna

According to our database, Danilo Ardagna authored at least 152 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Integrating Bayesian Optimization and Machine Learning for the Optimal Configuration of Cloud Systems.

Bruno Guindani, Danilo Ardagna, Alessandra Guglielmi, Roberto Rocco, Gianluca Palermo

IEEE Trans. Cloud Comput., 2024

A Stochastic Approach for Scheduling AI Training Jobs in GPU-Based Systems.

Federica Filippini, Jonatha Anselmi, Danilo Ardagna, Bruno Gaujal

IEEE Trans. Cloud Comput., 2024

Efficient Parameter Tuning for a Structure-Based Virtual Screening HPC Application.

Bruno Guindani, Davide Gadioli, Roberto Rocco, Danilo Ardagna, Gianluca Palermo

CoRR, 2024

A Lightweight Neural Architecture Search Model for Medical Image Classification.

Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manuel Roveri, Matteo Matteucci, Qingjiang Shi

CoRR, 2024

Harnessing the Computing Continuum Across Personalized Healthcare, Maintenance and Inspection, and Farming 4.0.

Fatemeh Baghdadi, Davide Cirillo, Daniele Lezzi, Francesc Lordan, Fernando Vazquez, Eugenio Lomurno, Alberto Archetti, Danilo Ardagna, Matteo Matteucci

Proceedings of the 14th International Conference on Cloud Computing and Services Science, 2024

LIGATE - LIgand Generator and portable drug discovery platform AT Exascale.

Gianluca Palermo, Gianmarco Accordi, Davide Gadioli, Yuedong Zhang, Emanuele Vitali, Bruno Guindani, Danilo Ardagna, Cristina Silvano, Andrea Rosario Beccari, Domenico Bonanni, Carmine Talarico, Filippo Lunghini, Akash Deep Biswas, Jan Martinovic, Martin Golasowski, Paulo Silva, Ada Böhm, Jakub Beránek, Jan Krenek, Branislav Jansik, Peter Thoman, Philip Salzmann, Thomas Fahringer, Torsten Schwede, Leila Tamara Alexander, Gerardo Tauriello, Janani Durairaj, Biagio Cosenza, Luigi Crisci, Andrew Emerson, Federico Ficarelli, Erik Lindahl, Sebastian Wingbermühle, Daniele Gregori, Silvano Coletti, Emanuele Sana, Philipp Gschwandtner

Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024

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

Proceedings of the Advanced Information Networking and Applications, 2024

AI-SPRINT: Design and Runtime Framework for Accelerating the Development of AI Applications in the Computing Continuum.

Francesco Lattari, Matteo Matteucci, Danilo Ardagna

Proceedings of the Advanced Information Networking and Applications, 2024

Machine Learning to Predict Risk Management Applications Performance.

Laura De Giorgi, Danilo Ardagna

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2024

2023

POPNASv3: A pareto-optimal neural architecture search solution for image and time series classification.

Andrea Falanti, Eugenio Lomurno, Danilo Ardagna, Matteo Matteucci

Appl. Soft Comput., September, 2023

Erratum to: A Hybrid Machine Learning Approach for Performance Modeling of Cloud-Based Big Data Applications.

Ehsan Ataie, Athanasia Evangelinou, Eugenio Gianniti, Danilo Ardagna

Comput. J., February, 2023

A Path Relinking Method for the Joint Online Scheduling and Capacity Allocation of DL Training Workloads in GPU as a Service Systems.

Federica Filippini, Marco Lattuada, Michele Ciavotta, Arezoo Jahani, Danilo Ardagna, Edoardo Amaldi

IEEE Trans. Serv. Comput., 2023

Fixed-Point Iteration Approach to Spark Scalable Performance Modeling and Evaluation.

Soroush Karimian Aliabadi, Mohammad-Mohsen Aseman-Manzar, Reza Entezari-Maleki, Danilo Ardagna, Bernhard Egger, Ali Movaghar

IEEE Trans. Cloud Comput., 2023

OSCAR-P and aMLLibrary: Performance Profiling and Prediction of Computing Continua Applications.

Enrico Galimberti, Bruno Guindani, Federica Filippini, Hamta Sedghani, Danilo Ardagna, Germán Moltó, Miguel Caballer

Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

ICPE'23 Fast Continuum Workshop Chairs' Welcome.

Danilo Ardagna, Elisabetta Di Nitto, Lorenzo Blasi, Francesc Lordan

Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

Runtime Management of Artificial Intelligence Applications for Smart Eyewears.

Abednego Wamuhindo Kambale, Hamta Sedghani, Federica Filippini, Giacomo Verticale, Danilo Ardagna

Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

SPACE4AI-R: a Runtime Management Tool for AI Applications Component Placement and Resource Scaling in Computing Continua.

Federica Filippini, Hamta Sedghani, Danilo Ardagna

Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

FIGARO: reinForcement learnInG mAnagement acRoss the computing cOntinuum.

Federica Filippini, Riccardo Cavadini, Danilo Ardagna, Riccardo Lancellotti, Gabriele Russo Russo, Valeria Cardellini, Francesco Lo Presti

Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

Performance Models for Distributed Deep Learning Training Jobs on Ray.

Federica Filippini, Boris Lublinsky, Maximilien de Bayser, Danilo Ardagna

Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023

aMLLibrary: An AutoML Approach For Performance Prediction.

Bruno Guindani, Marco Lattuada, Danilo Ardagna

Proceedings of the 37th ECMS International Conference on Modelling and Simulation, 2023

Tunable and Portable Extreme-Scale Drug Discovery Platform at Exascale: the LIGATE Approach.

Gianluca Palermo, Gianmarco Accordi, Davide Gadioli, Emanuele Vitali, Cristina Silvano, Bruno Guindani, Danilo Ardagna, Andrea Rosario Beccari, Domenico Bonanni, Carmine Talarico, Filippo Lunghini, Jan Martinovic, Paulo Silva, Ada Bohm, Jakub Beránek, Jan Krenek, Branislav Jansik, Biagio Cosenza, Luigi Crisci, Peter Thoman, Philip Salzmann, Thomas Fahringer, Leila T. Alexander, Gerardo Tauriello, Torsten Schwede, Janani Durairaj, Andrew Emerson, Federico Ficarelli, Sebastian Wingbermühle, Erik Lindahl, Daniele Gregori, Emanuele Sana, Silvano Coletti, Philipp Gschwandtner

Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

2022

Optimal Resource Allocation of Cloud-Based Spark Applications.

Marco Lattuada, Enrico Barbierato, Eugenio Gianniti, Danilo Ardagna

IEEE Trans. Cloud Comput., 2022

Architectural Design of Cloud Applications: A Performance-Aware Cost Minimization Approach.

Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna, Elisabetta Di Nitto, Marco Lattuada, Marcos Aurélio Almeida da Silva

IEEE Trans. Cloud Comput., 2022

Performance prediction of deep learning applications training in GPU as a service systems.

Marco Lattuada, Eugenio Gianniti, Danilo Ardagna, Li Zhang

Clust. Comput., 2022

A Hybrid Machine Learning Approach for Performance Modeling of Cloud-Based Big Data Applications.

Ehsan Ataie, Athanasia Evangelinou, Eugenio Gianniti, Danilo Ardagna

Comput. J., 2022

A Stackelberg Game Approach for Managing AI Sensing Tasks in Mobile Crowdsensing.

Hamta Sedghani, Mina Zolfy Lighvan, Hadi S. Aghdasi, Mauro Passacantando, Giacomo Verticale, Danilo Ardagna

IEEE Access, 2022

MALIBOO: When Machine Learning meets Bayesian Optimization.

Bruno Guindani, Danilo Ardagna, Alessandra Guglielmi

Proceedings of the 7th IEEE International Conference on Smart Cloud, SmartCloud 2022, 2022

POPNASv2: An Efficient Multi-Objective Neural Architecture Search Technique.

Andrea Falanti, Eugenio Lomurno, Stefano Samele, Danilo Ardagna, Matteo Matteucci

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Predicting the performance of big data applications on the cloud.

Danilo Ardagna, Enrico Barbierato, Eugenio Gianniti, Marco Gribaudo, Túlio B. M. Pinto, Ana Paula Couto da Silva, Jussara M. Almeida

J. Supercomput., 2021

Optimizing Quality-Aware Big Data Applications in the Cloud.

Eugenio Gianniti, Michele Ciavotta, Danilo Ardagna

IEEE Trans. Cloud Comput., 2021

A Hierarchical Receding Horizon Algorithm for QoS-Driven Control of Multi-IaaS Applications.

Danilo Ardagna, Michele Ciavotta, Riccardo Lancellotti, Michele Guerriero

IEEE Trans. Cloud Comput., 2021

An incentive mechanism based on a Stackelberg game for mobile crowdsensing systems with budget constraint.

Hamta Sedghani, Danilo Ardagna, Mauro Passacantando, Mina Zolfy Lighvan, Hadi S. Aghdasi

Ad Hoc Networks, 2021

Pareto-optimal progressive neural architecture search.

Eugenio Lomurno, Stefano Samele, Matteo Matteucci, Danilo Ardagna

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS.

Federica Filippini, Danilo Ardagna, Marco Lattuada, Edoardo Amaldi, Maciek Riedl, Katarzyna Materka, Pawel Skrzypek, Michele Ciavotta, Fabrizio Magugliani, Marco Cicala

Proceedings of the 8th International Conference on Future Internet of Things and Cloud, 2021

A Random Greedy based Design Time Tool for AI Applications Component Placement and Resource Selection in Computing Continua.

Hamta Sedghani, Federica Filippini, Danilo Ardagna

Proceedings of the IEEE International Conference on Edge Computing, 2021

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, André Martin, Konrad Wawruch

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

2020

Hierarchical Scheduling in on-demand GPU-as-a-Service Systems.

Federica Filippini, Marco Lattuada, Arezoo Jahani, Michele Ciavotta, Danilo Ardagna, Edoardo Amaldi

Proceedings of the 22nd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2020

Performance Prediction for Data-driven Workflows on Apache Spark.

Andrea Gulino, Arif Canakoglu, Stefano Ceri, Danilo Ardagna

Proceedings of the 28th International Symposium on Modeling, 2020

2019

Hierarchical Stochastic Models for Performance, Availability, and Power Consumption Analysis of IaaS Clouds.

Ehsan Ataie, Reza Entezari-Maleki, Leila Rashidi, Kishor S. Trivedi, Danilo Ardagna, Ali Movaghar

IEEE Trans. Cloud Comput., 2019

Analytical composite performance models for Big Data applications.

Soroush Karimian Aliabadi, Danilo Ardagna, Reza Entezari-Maleki, Eugenio Gianniti, Ali Movaghar

J. Netw. Comput. Appl., 2019

BIGSEA: A Big Data analytics platform for public transportation information.

Andy S. Alic, Jussara M. Almeida, Giovanni Aloisio, Nazareno Andrade, Nuno Antunes, Danilo Ardagna, Rosa M. Badia, Tânia Basso, Ignacio Blanquer, Tarciso Braz, Andrey Brito, Donatello Elia, Sandro Fiore, Dorgival O. Guedes, Marco Lattuada, Daniele Lezzi, Matheus Maciel, Wagner Meira Jr., Demetrio Gomes Mestre, Regina Moraes, Fábio Morais, Carlos Eduardo S. Pires, Nádia P. Kozievitch, Walter dos Santos, Paulo Silva, Marco Vieira

Future Gener. Comput. Syst., 2019

Optimizing on-demand GPUs in the Cloud for Deep Learning Applications Training.

Arezoo Jahani, Marco Lattuada, Michele Ciavotta, Danilo Ardagna, Edoardo Amaldi, Li Zhang

Proceedings of the 2019 4th International Conference on Computing, 2019

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

Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019

Performance Prediction of GPU-based Deep Learning Applications.

Eugenio Gianniti, Li Zhang, Danilo Ardagna

Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019

Machine Learning for Performance Prediction of Spark Cloud Applications.

Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida, Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna

Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

2018

Process Optimization.

Danilo Ardagna

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

An optimization framework for the capacity allocation and admission control of MapReduce jobs in cloud systems.

Marzieh Malekimajd, Danilo Ardagna, Michele Ciavotta, Eugenio Gianniti, Mauro Passacantando, Alessandro Maria Rizzi

J. Supercomput., 2018

A framework for joint resource allocation of MapReduce and web service applications in a shared cloud cluster.

Lorela Cano, Giuliana Carello, Danilo Ardagna

J. Parallel Distributed Comput., 2018

Enterprise applications cloud rightsizing through a joint benchmarking and optimization approach.

Athanasia Evangelinou, Michele Ciavotta, Danilo Ardagna, Aliki Kopaneli, George Kousiouris, Theodora A. Varvarigou

Future Gener. Comput. Syst., 2018

Power-aware performance analysis of self-adaptive resource management in IaaS clouds.

Ehsan Ataie, Reza Entezari-Maleki, Sayed Ehsan Etesami, Bernhard Egger, Danilo Ardagna, Ali Movaghar

Future Gener. Comput. Syst., 2018

Context-aware data quality assessment for big data.

Danilo Ardagna, Cinzia Cappiello, Walter Samá, Monica Vitali

Future Gener. Comput. Syst., 2018

Experiences and challenges in building a data intensive system for data migration.

Marco Scavuzzo, Elisabetta Di Nitto, Danilo Ardagna

Empir. Softw. Eng., 2018

Special Issue on Algorithms for the Resource Management of Large Scale Infrastructures.

Danilo Ardagna, Claudia Canali, Riccardo Lancellotti

Algorithms, 2018

Performance Prediction of Cloud-Based Big Data Applications.

Danilo Ardagna, Enrico Barbierato, Athanasia Evangelinou, Eugenio Gianniti, Marco Gribaudo, Túlio B. M. Pinto, Anna Guimarães, Ana Paula Couto da Silva, Jussara M. Almeida

Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

GIS and Data: Three applications to enhance Mobility.

Andy S. Alic, Jussara M. Almeida, Wagner Meira Jr., Dorgival O. Guedes, Walter dos Santos, Ignacio Blanquer, Sandro Fiore, Nádia P. Kozievitch, Nazareno Andrade, Tarciso Braz, Andrey Brito, Carlos Eduardo S. Pires, Nuno Antunes, Marco Vieira, Paulo Silva, Danilo Ardagna, Keiko V. O. Fonseca, Daniele Lezzi, Donatello Elia, Regina Moraes, Tânia Basso, Wilian H. Cavassin

Proceedings of the XIX Brazilian Symposium on Geoinformatics, 2018

2017

Generalized Nash Equilibria for the Service Provisioning Problem in Multi-Cloud Systems.

Danilo Ardagna, Michele Ciavotta, Mauro Passacantando

IEEE Trans. Serv. Comput., 2017

The Economics of the Cloud.

Jonatha Anselmi, Danilo Ardagna, John C. S. Lui, Adam Wierman, Yunjian Xu, Zichao Yang

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2017

Fluid Petri Nets for the Performance Evaluation of MapReduce and Spark Applications.

Eugenio Gianniti, Alessandro Maria Rizzi, Enrico Barbierato, Marco Gribaudo, Danilo Ardagna

SIGMETRICS Perform. Evaluation Rev., 2017

A mixed integer linear programming optimization approach for multi-cloud capacity allocation.

Michele Ciavotta, Danilo Ardagna, Giovanni Paolo Gibilisco

J. Syst. Softw., 2017

Special issue on sustainable computing systems and applications.

Danilo Ardagna, Cinzia Cappiello

Computing, 2017

Capacity Allocation for Big Data Applications in the Cloud.

Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna

Proceedings of the Companion Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, 2017

Performance Degradation and Cost Impact Evaluation of Privacy Preserving Mechanisms in Big Data Systems.

Safia Kalwar, Eugenio Gianniti, Joas Yannick Kinouani, Youssef Ridene, Danilo Ardagna

Proceedings of the New Frontiers in Quantitative Methods in Informatics, 2017

A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce.

Eugenio Gianniti, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando

Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

2016

Service Provisioning Problem in Cloud and Multi-Cloud Systems.

Mauro Passacantando, Danilo Ardagna, Anna Savi

INFORMS J. Comput., 2016

Palladio Optimization Suite: QoS optimization for component-based Cloud applications.

Michele Ciavotta, Danilo Ardagna, Anne Koziolek

EAI Endorsed Trans. Cloud Syst., 2016

Editorial.

Danilo Ardagna, Lutz Schubert

Computing, 2016

Fluid Petri Nets for the Performance Evaluation of MapReduce Applications.

Eugenio Gianniti, Alessandro Maria Rizzi, Enrico Barbierato, Marco Gribaudo, Danilo Ardagna

Proceedings of the 10th EAI International Conference on Performance Evaluation Methodologies and Tools, 2016

A Combined Analytical Modeling Machine Learning Approach for Performance Prediction of MapReduce Jobs in Cloud Environment.

Ehsan Ataie, Eugenio Gianniti, Danilo Ardagna, Ali Movaghar

Proceedings of the 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2016

D-SPACE4Cloud: A Design Tool for Big Data Applications.

Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna

Proceedings of the Algorithms and Architectures for Parallel Processing, 2016

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, José Ignacio Requeno

Proceedings of the Algorithms and Architectures for Parallel Processing, 2016

Stage Aware Performance Modeling of DAG Based in Memory Analytic Platforms.

Giovanni Paolo Gibilisco, Min Li, Li Zhang, Danilo Ardagna

Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2015

Optimal Map Reduce Job Capacity Allocation in Cloud Systems.

Marzieh Malekimajd, Danilo Ardagna, Michele Ciavotta, Alessandro Maria Rizzi, Mauro Passacantando

SIGMETRICS Perform. Evaluation Rev., 2015

Special Issue on Performance and Resource Management in Big Data Applications.

Danilo Ardagna, Mark S. Squillante

SIGMETRICS Perform. Evaluation Rev., 2015

A Model-Driven DevOps Framework for QoS-Aware Cloud Applications.

Michele Guerriero, Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna

Proceedings of the 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2015

SPACE4Cloud: a DevOps environment for multi-cloud applications.

Michele Guerriero, Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna

Proceedings of the 1st International Workshop on Quality-Aware DevOps, 2015

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, José Merseguer, Victor Ion Munteanu, Juan Fernando Pérez, Dana Petcu, Matteo Rossi, Craig Sheridan, Ilias Spais, Daniel Vladuic

Proceedings of the 7th IEEE/ACM International Workshop on Modeling in Software Engineering, 2015

Cloud and Multi-cloud Computing: Current Challenges and Future Applications.

Danilo Ardagna

Proceedings of the 7th IEEE/ACM International Workshop on Principles of Engineering Service-Oriented and Cloud Systems, 2015

A Joint Benchmark-Analytic Approach For Design-Time Assessment of Multi-Cloud Applications.

Athanasia Evangelinou, Michele Ciavotta, George Kousiouris, Danilo Ardagna

Proceedings of the 1st International Conference on Cloud Forward: From Distributed to Complete Computing, 2015

2014

The economics of the cloud: price competition and congestion.

Jonatha Anselmi, Danilo Ardagna, John C. S. Lui, Adam Wierman, Yunjian Xu, Zichao Yang

SIGMETRICS Perform. Evaluation Rev., 2014

Quality-of-service in cloud computing: modeling techniques and their applications.

Danilo Ardagna, Giuliano Casale, Michele Ciavotta, Juan F. Pérez, Weikun Wang

J. Internet Serv. Appl., 2014

Generalized Nash equilibria for SaaS/PaaS Clouds.

Jonatha Anselmi, Danilo Ardagna, Mauro Passacantando

Eur. J. Oper. Res., 2014

Energy-aware joint management of networks and Cloud infrastructures.

Bernardetta Addis, Danilo Ardagna, Antonio Capone, Giuliana Carello

Comput. Networks, 2014

Model-Driven Design of Cloud Applications with Quality-of-Service Guarantees: The MODAClouds Approach, MICAS Tutorial.

Marcos Aurélio Almeida da Silva, Danilo Ardagna, Nicolas Ferry, Juan F. Pérez

Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014

Optimization Techniques within the Hadoop Eco-system: A Survey.

Giulia Rumi, Claudia Colella, Danilo Ardagna

Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014

Optimal Capacity Allocation for Executing MapReduce Jobs in Cloud Systems.

Marzieh Malekimajd, Alessandro Maria Rizzi, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando, Ali Movaghar

Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014

A Receding Horizon Approach for the Runtime Management of IaaS Cloud Systems.

Danilo Ardagna, Michele Ciavotta, Riccardo Lancellotti

Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014

A Multi-model Optimization Framework for the Model Driven Design of Cloud Applications.

Danilo Ardagna, Giovanni Paolo Gibilisco, Michele Ciavotta, Alexander Lavrentev

Proceedings of the Search-Based Software Engineering - 6th International Symposium, 2014

Towards Multi-Clouds engineering.

Dana Petcu, Elisabetta Di Nitto, Danilo Ardagna, Amor Solberg, Giuliano Casale

Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

2013

Optimizing Service Selection and Allocation in Situational Computing Applications.

Chiara Sandionigi, Danilo Ardagna, Gianpaolo Cugola, Carlo Ghezzi

IEEE Trans. Serv. Comput., 2013

Generalized Nash Equilibria for the Service Provisioning Problem in Cloud Systems.

Danilo Ardagna, Barbara Panicucci, Mauro Passacantando

IEEE Trans. Serv. Comput., 2013

A Hierarchical Approach for the Resource Management of Very Large Cloud Platforms.

Bernardetta Addis, Danilo Ardagna, Barbara Panicucci, Mark S. Squillante, Li Zhang

IEEE Trans. Dependable Secur. Comput., 2013

Hybrid multi-attribute QoS optimization in component based software systems.

Anne Koziolek, Danilo Ardagna, Raffaela Mirandola

J. Syst. Softw., 2013

SPACE4CLOUD: a tool for system performance and costevaluation of cloud systems.

Davide Franceschelli, Danilo Ardagna, Michele Ciavotta, Elisabetta Di Nitto

Proceedings of the 2013 international workshop on Multi-cloud applications and federated clouds, 2013

Supporting the Development and Operation of Multi-cloud Applications: The MODAClouds Approach.

Elisabetta Di Nitto, Marcos Aurélio Almeida da Silva, Danilo Ardagna, Giuliano Casale, Ciprian Dorin Craciun, Nicolas Ferry, Victor Muntés, Arnor Solberg

Proceedings of the 15th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2013

Exploiting Stream Reasoning to Monitor Multi-Cloud Applications.

Marco Miglierina, Marco Balduini, Narges Shahmandi Hoonejani, Elisabetta Di Nitto, Danilo Ardagna

Proceedings of the 2nd International Workshop on Ordering and Reasoning, 2013

Model based control for multi-cloud applications.

Marco Miglierina, Giovanni Paolo Gibilisco, Danilo Ardagna, Elisabetta Di Nitto

Proceedings of the 5th International Workshop on Modeling in Software Engineering, 2013

An Approach for the Development of Portable Applications on PaaS Clouds.

Filippo Giove, Davide Longoni, Majid Shokrolahi Yancheshmeh, Danilo Ardagna, Elisabetta Di Nitto

Proceedings of the CLOSER 2013, 2013

2012

Energy-Aware Autonomic Resource Allocation in Multitier Virtualized Environments.

Danilo Ardagna, Barbara Panicucci, Marco Trubian, Li Zhang

IEEE Trans. Serv. Comput., 2012

Dual time-scale distributed capacity allocation and load redirect algorithms for cloud systems.

Danilo Ardagna, Sara Casolari, Michele Colajanni, Barbara Panicucci

J. Parallel Distributed Comput., 2012

Issues in Handling Complex Data Structures with NoSQL Databases.

Santo Lombardo, Elisabetta Di Nitto, Danilo Ardagna

Proceedings of the 14th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2012

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

Proceedings of the 14th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2012

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

Proceedings of the 14th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2012

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, Sébastien Mosser, Peter Matthews, Anke Gericke, Cyril Ballagny, Francesco D'Andria, Cosmin-Septimiu Nechifor, Craig Sheridan

Proceedings of the 4th International Workshop on Modeling in Software Engineering, 2012

2011

Identification of LPV State Space Models for Autonomic Web Service Systems.

Mara Tanelli, Danilo Ardagna, Marco Lovera

IEEE Trans. Control. Syst. Technol., 2011

A Service-Based Framework for Flexible Business Processes.

Danilo Ardagna, Luciano Baresi, Sara Comai, Marco Comuzzi, Barbara Pernici

IEEE Softw., 2011

A game theoretic formulation of the service provisioning problem in cloud systems.

Danilo Ardagna, Barbara Panicucci, Mauro Passacantando

Proceedings of the 20th International Conference on World Wide Web, 2011

Flexible Distributed Capacity Allocation and Load Redirect Algorithms for Cloud Systems.

Danilo Ardagna, Sara Casolari, Barbara Panicucci

Proceedings of the IEEE International Conference on Cloud Computing, 2011

2010

Per-flow optimal service selection for Web services based processes.

Danilo Ardagna, Raffaela Mirandola

J. Syst. Softw., 2010

Joint admission control and resource allocation in virtualized servers.

Jussara M. Almeida, Virgílio A. F. Almeida, Danilo Ardagna, Ítalo S. Cunha, Chiara Francalanci, Marco Trubian

J. Parallel Distributed Comput., 2010

Black-box performance models for virtualized web service applications.

Danilo Ardagna, Mara Tanelli, Marco Lovera, Li Zhang

Proceedings of the first joint WOSP/SIPEW International Conference on Performance Engineering, 2010

Service Provisioning on the Cloud: Distributed Algorithms for Joint Capacity Allocation and Admission Control.

Danilo Ardagna, Carlo Ghezzi, Barbara Panicucci, Marco Trubian

Proceedings of the Towards a Service-Based Internet - Third European Conference, 2010

A Hybrid Approach for Multi-attribute QoS Optimisation in Component Based Software Systems.

Anne Martens, Danilo Ardagna, Heiko Koziolek, Raffaela Mirandola, Ralf H. Reussner

Proceedings of the Research into Practice, 2010

Autonomic Management of Cloud Service Centers with Availability Guarantees.

Bernardetta Addis, Danilo Ardagna, Barbara Panicucci, Li Zhang

Proceedings of the IEEE International Conference on Cloud Computing, 2010

2009

Process Optimization.

Danilo Ardagna

Proceedings of the Encyclopedia of Database Systems, 2009

Run-time resource management in SOA virtualized environments.

Danilo Ardagna, Raffaela Mirandola, Marco Trubian, Li Zhang

Proceedings of the 1st international workshop on Quality of service-oriented software systems, 2009

Control-oriented multirate LPV modelling of virtualized service center environments.

Mara Tanelli, Nicola L. M. Schiavoni, Danilo Ardagna, Marco Lovera

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008

Joint Optimization of Hardware and Network Costs for Distributed Computer Systems.

Danilo Ardagna, Chiara Francalanci, Marco Trubian

IEEE Trans. Syst. Man Cybern. Part A, 2008

Model Driven QoS Analyses of Composed Web Services.

Danilo Ardagna, Carlo Ghezzi, Raffaela Mirandola

Proceedings of the Towards a Service-Based Internet, 2008

Active Energy-Aware Management of Business-Process Based Applications.

Danilo Ardagna, Cinzia Cappiello, Marco Lovera, Barbara Pernici, Mara Tanelli

Proceedings of the Towards a Service-Based Internet, 2008

Rethinking the Use of Models in Software Architecture.

Danilo Ardagna, Carlo Ghezzi, Raffaela Mirandola

Proceedings of the Quality of Software Architectures. Models and Architectures, 2008

Business Process Design: Towards Service- Based Green Information Systems.

Barbara Pernici, Danilo Ardagna, Cinzia Cappiello

Proceedings of the E-Government, ICT Professionalism and Competences Service Science, 2008

Model Identification for Energy-Aware Management of Web Service Systems.

Mara Tanelli, Danilo Ardagna, Marco Lovera, Li Zhang

Proceedings of the Service-Oriented Computing, 2008

On- and off-line model identification for power management of Web service systems.

Mara Tanelli, Danilo Ardagna, Marco Lovera

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Introduction to the First Workshop on QoS in Self-healing Web Services (QSWS 2008).

Liliana Ardissono, Danilo Ardagna, Khalil Drira

Proceedings of the Business Process Management Workshops, 2008

LPV model identification for power management of Web service systems.

Mara Tanelli, Danilo Ardagna, Marco Lovera

Proceedings of the IEEE International Conference on Control Applications, 2008

2007

Adaptive Service Composition in Flexible Processes.

Danilo Ardagna, Barbara Pernici

IEEE Trans. Software Eng., 2007

PAWS: A Framework for Executing Adaptive Web-Service Processes.

Danilo Ardagna, Marco Comuzzi, Enrico Mussi, Barbara Pernici, Pierluigi Plebani

IEEE Softw., 2007

SLA based resource allocation policies in autonomic environments.

Danilo Ardagna, Marco Trubian, Li Zhang

J. Parallel Distributed Comput., 2007

A QoS-based selection approach of autonomic grid services.

Jonatha Anselmi, Danilo Ardagna, Paolo Cremonesi

Proceedings of the 2007 workshop on Service-oriented computing performance: aspects, 2007

2006

Joint optimization of hardware and network systems.

Danilo Ardagna, Chiara Francalanci

J. Parallel Distributed Comput., 2006

A multi-model algorithm for the cost-oriented design of Internet-based systems.

Danilo Ardagna, Chiara Francalanci, Marco Trubian

Inf. Sci., 2006

Dynamic web service composition with QoS constraints.

Danilo Ardagna, Barbara Pernici

Int. J. Bus. Process. Integr. Manag., 2006

QoS-Driven Web Services Selection in Autonomic Grid Environments.

Danilo Ardagna, Gabriele Giunta, Nunzio Ingraffia, Raffaela Mirandola, Barbara Pernici

Proceedings of the On the Move to Meaningful Internet Systems 2006: CoopIS, 2006

Brokering Multisource Data with Quality Constraints.

Danilo Ardagna, Cinzia Cappiello, Chiara Francalanci, Annalisa Groppi

Proceedings of the On the Move to Meaningful Internet Systems 2006: CoopIS, 2006

Resource Management in the Autonomic Service-Oriented Architecture.

Jussara M. Almeida, Virgílio A. F. Almeida, Danilo Ardagna, Chiara Francalanci, Marco Trubian

Proceedings of the 3rd International Conference on Autonomic Computing, 2006

Web Services Composition in Autonomic Grid Environments.

Danilo Ardagna, Silvia Lucchini, Raffaela Mirandola, Barbara Pernici

Proceedings of the Business Process Management Workshops, 2006

2005

A cost-oriented approach for the design of IT architectures.

Danilo Ardagna, Chiara Francalanci

J. Inf. Technol., 2005

SLA Based Profit Optimization in Multi-tier Systems.

Danilo Ardagna, Marco Trubian, Li Zhang

Proceedings of the Fourth IEEE International Symposium on Network Computing and Applications (NCA 2005), 2005

A Broker for Selecting and Provisioning High Quality Syndicated Data.

Danilo Ardagna, Cinzia Cappiello, Marco Comuzzi, Chiara Francalanci, Barbara Pernici

Proceedings of the 2005 International Conference on Information Quality (MIT ICIQ Conference), 2005

Global and Local QoS Constraints Guarantee in Web Service Selection.

Danilo Ardagna, Barbara Pernici

Proceedings of the 2005 IEEE International Conference on Web Services (ICWS 2005), 2005

A Cost-Oriented Tool to Support Server Consolidation.

Danilo Ardagna, Chiara Francalanci, Gianfranco Bazzigaluppi, Mauro Gatti, Francesco Silveri, Marco Trubian

Proceedings of the ICEIS 2005, 2005

An Hybrid Approach to QoS Evaluation.

Danilo Ardagna, Marco Comerio, Flavio De Paoli, Simone Grega

Proceedings of the 10th International Workshop on Exploring Modeling Methods for Systems Analysis and Design, 2005

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

Proceedings of the 10th International Workshop on Exploring Modeling Methods for Systems Analysis and Design, 2005

Global and Local QoS Guarantee in Web Service Selection.

Danilo Ardagna, Barbara Pernici

Proceedings of the Business Process Management Workshops, 2005

2004

A cost-oriented methodology for the design of information technology architectures.

Danilo Ardagna

PhD thesis, 2004

Designing and Rightsizing the Information System Architecture.

Danilo Ardagna, Chiara Francalanci, Vincenzo Piuri

Inf. Syst. Frontiers, 2004

SLA based profit optimization in web systems.

Li Zhang, Danilo Ardagna

Proceedings of the 13th international conference on World Wide Web, 2004

A cost-oriented approach for infrastructural design.

Danilo Ardagna, Chiara Francalanci, Marco Trubian

Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

SLA based profit optimization in autonomic computing systems.

Li Zhang, Danilo Ardagna

Proceedings of the Service-Oriented Computing, 2004

Evolutionary Design of Information Systems Architectures.

Danilo Ardagna, Chiara Francalanci, Vincenzo Piuri, Fabio Scotti

Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003

A multi-model algorithm for the cost-oriented design of the information technology infrastructure.

Danilo Ardagna, Chiara Francalanci, Marco Trubian

Proceedings of the 11th European Conference on Information Systems, 2003

2002

A cost-oriented methodology for the design of web based IT architectures.

Danilo Ardagna, Chiara Francalanci

Proceedings of the 2002 ACM Symposium on Applied Computing (SAC), 2002