| Modeling performance of hadoop applications: A journey from queueing networks to stochastic well formed nets D Ardagna, S Bernardi, E Gianniti, S Karimian Aliabadi, D Perez-Palacin, ... International conference on algorithms and architectures for parallel …, 2016 | 39 | 2016 |
| Performance prediction of cloud-based big data applications D Ardagna, E Barbierato, A Evangelinou, E Gianniti, M Gribaudo, ... Proceedings of the 2018 ACM/SPEC International Conference on Performance …, 2018 | 32 | 2018 |
| A combined analytical modeling machine learning approach for performance prediction of MapReduce jobs in cloud environment E Ataie, E Gianniti, D Ardagna, A Movaghar 2016 18th International Symposium on Symbolic and Numeric Algorithms for …, 2016 | 26 | 2016 |
| A combined analytical modeling machine learning approach for performance prediction of MapReduce jobs in cloud environment E Ataie, E Gianniti, D Ardagna, A Movaghar 2016 18th International Symposium on Symbolic and Numeric Algorithms for …, 2016 | 26 | 2016 |
| Performance prediction of gpu-based deep learning applications E Gianniti, L Zhang, D Ardagna 2018 30th International Symposium on Computer Architecture and High …, 2018 | 23 | 2018 |
| Machine learning for performance prediction of spark cloud applications A Maros, F Murai, APC da Silva, JM Almeida, M Lattuada, E Gianniti, ... 2019 IEEE 12th International Conference on Cloud Computing (CLOUD), 99-106, 2019 | 15 | 2019 |
| Fluid petri nets for the performance evaluation of mapreduce and spark applications E Gianniti, AM Rizzi, E Barbierato, M Gribaudo, D Ardagna ACM SIGMETRICS Performance Evaluation Review 44 (4), 23-36, 2017 | 15 | 2017 |
| Analytical composite performance models for big data applications S Karimian-Aliabadi, D Ardagna, R Entezari-Maleki, E Gianniti, ... Journal of Network and Computer Applications 142, 63-75, 2019 | 14 | 2019 |
| Predicting the performance of big data applications on the cloud D Ardagna, E Barbierato, E Gianniti, M Gribaudo, TBM Pinto, ... The Journal of Supercomputing 77 (2), 1321-1353, 2021 | 10 | 2021 |
| D-space4cloud: a design tool for big data applications M Ciavotta, E Gianniti, D Ardagna International Conference on Algorithms and Architectures for Parallel …, 2016 | 8 | 2016 |
| A game-theoretic approach for runtime capacity allocation in MapReduce E Gianniti, D Ardagna, M Ciavotta, M Passacantando 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2017 | 7 | 2017 |
| Optimizing quality-aware big data applications in the cloud E Gianniti, M Ciavotta, D Ardagna IEEE Transactions on Cloud Computing 9 (2), 737-752, 2018 | 6 | 2018 |
| An optimization framework for the capacity allocation and admission control of MapReduce jobs in cloud systems M Malekimajd, D Ardagna, M Ciavotta, E Gianniti, M Passacantando, ... The Journal of Supercomputing 74 (10), 5314-5348, 2018 | 5 | 2018 |
| Capacity Allocation for Big Data Applications in the Cloud M Ciavotta, E Gianniti, D Ardagna Proceedings of the 8th ACM/SPEC on International Conference on Performance …, 2017 | 4 | 2017 |
| Fluid petri nets for the performance evaluation of mapreduce applications E Gianniti, AM Rizzi, E Barbierato, M Gribaudo, D Ardagna InfQ 2016-New Frontiers in Quantitative Methods in Informatics, 243-250, 2017 | 4 | 2017 |
| Performance prediction of deep learning applications training in GPU as a service systems M Lattuada, E Gianniti, D Ardagna, L Zhang Cluster Computing 25 (2), 1279-1302, 2022 | 3 | 2022 |
| Optimal Resource Allocation of Cloud-Based Spark Applications M Lattuada, E Barbierato, E Gianniti, D Ardagna IEEE Transactions on Cloud Computing, 2020 | 3 | 2020 |
| A combined analytical modeling machine learning approach for performance prediction of MapReduce jobs in Hadoop clusters E Ataie, E Gianniti, D Ardagna, A Movaghar MICAS 2016—Management of resources and services in Cloud and Sky computing …, 2016 | 3 | 2016 |
| Game theory models for MapReduce: joint admission control and capacity allocation E GIANNITI Italy, 2015 | 2 | 2015 |
| Gray-box models for performance assessment of spark applications M Lattuada, E Gianniti, M Hosseini, D Ardagna, M Alexandre, M Fabricio, ... 9th International Conference on Cloud Computing and Services Science, 609-618, 2019 | 1 | 2019 |
Danilo ArdagnaAssociate Professor, Politecnico di MilanoE-mail confirmado em polimi.it
