Danilo Ardagna
Orcid: 0000-0003-4224-927XAffiliations:
- Politecnico di Milano, Italy
According to our database1,
Danilo Ardagna
authored at least 145 papers
between 2002 and 2024.
Collaborative distances:
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Bibliography
2024
Integrating Bayesian Optimization and Machine Learning for the Optimal Configuration of Cloud Systems.
IEEE Trans. Cloud Comput., 2024
IEEE Trans. Cloud Comput., 2024
Harnessing the Computing Continuum across Personalized Healthcare, Maintenance and Inspection, and Farming 4.0.
CoRR, 2024
Greening AI: A Framework for Energy-Aware Resource Allocation of ML Training Jobs with Performance Guarantees.
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.
Proceedings of the Advanced Information Networking and Applications, 2024
2023
POPNASv3: A pareto-optimal neural architecture search solution for image and time series classification.
Appl. Soft Comput., September, 2023
Erratum to: A Hybrid Machine Learning Approach for Performance Modeling of Cloud-Based Big Data Applications.
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.
IEEE Trans. Serv. Comput., 2023
Fixed-Point Iteration Approach to Spark Scalable Performance Modeling and Evaluation.
IEEE Trans. Cloud Comput., 2023
OSCAR-P and aMLLibrary: Performance Profiling and Prediction of Computing Continua Applications.
Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023
Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023
Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023
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.
Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023
2022
IEEE Trans. Cloud Comput., 2022
Architectural Design of Cloud Applications: A Performance-Aware Cost Minimization Approach.
IEEE Trans. Cloud Comput., 2022
Performance prediction of deep learning applications training in GPU as a service systems.
Clust. Comput., 2022
A Hybrid Machine Learning Approach for Performance Modeling of Cloud-Based Big Data Applications.
Comput. J., 2022
IEEE Access, 2022
Proceedings of the 7th IEEE International Conference on Smart Cloud, SmartCloud 2022, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
J. Supercomput., 2021
IEEE Trans. Cloud Comput., 2021
A Hierarchical Receding Horizon Algorithm for QoS-Driven Control of Multi-IaaS Applications.
IEEE Trans. Cloud Comput., 2021
An incentive mechanism based on a Stackelberg game for mobile crowdsensing systems with budget constraint.
Ad Hoc Networks, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS.
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.
Proceedings of the IEEE International Conference on Edge Computing, 2021
Advancing Design and Runtime Management of AI Applications with AI-SPRINT (Position Paper).
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021
2020
Proceedings of the 22nd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2020
Proceedings of the 28th International Symposium on Modeling, 2020
2019
Hierarchical Stochastic Models for Performance, Availability, and Power Consumption Analysis of IaaS Clouds.
IEEE Trans. Cloud Comput., 2019
J. Netw. Comput. Appl., 2019
Future Gener. Comput. Syst., 2019
Proceedings of the 2019 4th International Conference on Computing, 2019
Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019
Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019
Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019
2018
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.
J. Supercomput., 2018
A framework for joint resource allocation of MapReduce and web service applications in a shared cloud cluster.
J. Parallel Distributed Comput., 2018
Enterprise applications cloud rightsizing through a joint benchmarking and optimization approach.
Future Gener. Comput. Syst., 2018
Power-aware performance analysis of self-adaptive resource management in IaaS clouds.
Future Gener. Comput. Syst., 2018
Future Gener. Comput. Syst., 2018
Empir. Softw. Eng., 2018
Special Issue on Algorithms for the Resource Management of Large Scale Infrastructures.
Algorithms, 2018
Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018
Proceedings of the XIX Brazilian Symposium on Geoinformatics, 2018
2017
Generalized Nash Equilibria for the Service Provisioning Problem in Multi-Cloud Systems.
IEEE Trans. Serv. Comput., 2017
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2017
SIGMETRICS Perform. Evaluation Rev., 2017
A mixed integer linear programming optimization approach for multi-cloud capacity allocation.
J. Syst. Softw., 2017
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.
Proceedings of the New Frontiers in Quantitative Methods in Informatics, 2017
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017
2016
INFORMS J. Comput., 2016
Palladio Optimization Suite: QoS optimization for component-based Cloud applications.
EAI Endorsed Trans. Cloud Syst., 2016
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.
Proceedings of the 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2016
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.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2016
Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016
2015
SIGMETRICS Perform. Evaluation Rev., 2015
SIGMETRICS Perform. Evaluation Rev., 2015
Proceedings of the 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2015
Proceedings of the 1st International Workshop on Quality-Aware DevOps, 2015
Proceedings of the 7th IEEE/ACM International Workshop on Modeling in Software Engineering, 2015
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.
Proceedings of the 1st International Conference on Cloud Forward: From Distributed to Complete Computing, 2015
2014
SIGMETRICS Perform. Evaluation Rev., 2014
J. Internet Serv. Appl., 2014
Comput. Networks, 2014
Model-Driven Design of Cloud Applications with Quality-of-Service Guarantees: The MODAClouds Approach, MICAS Tutorial.
Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014
Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014
Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014
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.
Proceedings of the Search-Based Software Engineering - 6th International Symposium, 2014
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014
2013
IEEE Trans. Serv. Comput., 2013
IEEE Trans. Serv. Comput., 2013
IEEE Trans. Dependable Secur. Comput., 2013
J. Syst. Softw., 2013
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.
Proceedings of the 15th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2013
Proceedings of the 2nd International Workshop on Ordering and Reasoning, 2013
Proceedings of the 5th International Workshop on Modeling in Software Engineering, 2013
An Approach for the Development of Portable Applications on PaaS Clouds.
Proceedings of the CLOSER 2013, 2013
2012
IEEE Trans. Serv. Comput., 2012
Dual time-scale distributed capacity allocation and load redirect algorithms for cloud systems.
J. Parallel Distributed Comput., 2012
Proceedings of the 14th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2012
Proceedings of the 14th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2012
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.
Proceedings of the 4th International Workshop on Modeling in Software Engineering, 2012
2011
IEEE Trans. Control. Syst. Technol., 2011
Proceedings of the 20th International Conference on World Wide Web, 2011
Flexible Distributed Capacity Allocation and Load Redirect Algorithms for Cloud Systems.
Proceedings of the IEEE International Conference on Cloud Computing, 2011
2010
J. Syst. Softw., 2010
J. Parallel Distributed Comput., 2010
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.
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.
Proceedings of the Research into Practice, 2010
Proceedings of the IEEE International Conference on Cloud Computing, 2010
2009
Proceedings of the 1st international workshop on Quality of service-oriented software systems, 2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
2008
IEEE Trans. Syst. Man Cybern. Part A, 2008
Proceedings of the Towards a Service-Based Internet, 2008
Proceedings of the Towards a Service-Based Internet, 2008
Proceedings of the Quality of Software Architectures. Models and Architectures, 2008
Proceedings of the E-Government, ICT Professionalism and Competences Service Science, 2008
Proceedings of the Service-Oriented Computing, 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Proceedings of the Business Process Management Workshops, 2008
Proceedings of the IEEE International Conference on Control Applications, 2008
2007
J. Parallel Distributed Comput., 2007
Proceedings of the 2007 workshop on Service-oriented computing performance: aspects, 2007
2006
J. Parallel Distributed Comput., 2006
Inf. Sci., 2006
Int. J. Bus. Process. Integr. Manag., 2006
Proceedings of the On the Move to Meaningful Internet Systems 2006: CoopIS, 2006
Proceedings of the On the Move to Meaningful Internet Systems 2006: CoopIS, 2006
Proceedings of the 3rd International Conference on Autonomic Computing, 2006
Proceedings of the Business Process Management Workshops, 2006
2005
Proceedings of the Fourth IEEE International Symposium on Network Computing and Applications (NCA 2005), 2005
Proceedings of the 2005 International Conference on Information Quality (MIT ICIQ Conference), 2005
Proceedings of the 2005 IEEE International Conference on Web Services (ICWS 2005), 2005
A Cost-Oriented Tool to Support Server Consolidation.
Proceedings of the ICEIS 2005, 2005
Proceedings of the 10th International Workshop on Exploring Modeling Methods for Systems Analysis and Design, 2005
Proceedings of the 10th International Workshop on Exploring Modeling Methods for Systems Analysis and Design, 2005
Proceedings of the Business Process Management Workshops, 2005
2004
PhD thesis, 2004
Inf. Syst. Frontiers, 2004
Proceedings of the 13th international conference on World Wide Web, 2004
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004
Proceedings of the Service-Oriented Computing, 2004
Proceedings of the Artificial Intelligence and Soft Computing, 2004
2003
A multi-model algorithm for the cost-oriented design of the information technology infrastructure.
Proceedings of the 11th European Conference on Information Systems, 2003
2002
Proceedings of the 2002 ACM Symposium on Applied Computing (SAC), 2002