Performance evaluation of NoSQL big-data applications using multi-formalism models E Barbierato, M Gribaudo, M Iacono Future Generation Computer Systems 37, 345-353, 2014 | 144 | 2014 |
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 | 45 | 2018 |
Exploiting CloudSim in a multiformalism modeling approach for cloud based systems E Barbierato, M Gribaudo, M Iacono, A Jakóbik Simulation Modelling Practice and Theory 93, 133-147, 2019 | 44 | 2019 |
Exploiting product forms solution techniques in multiformalism modeling E Barbierato, GL Dei Rossi, M Gribaudo, M Iacono, A Marin Electronic Notes in Theoretical Computer Science 296, 61-77, 2013 | 39 | 2013 |
Modeling apache hive based applications in big data architectures E Barbierato, M Gribaudo, M Iacono Proceedings of the 7th International Conference on Performance Evaluation …, 2013 | 36 | 2013 |
The dual role of artificial intelligence in developing smart cities ME Zamponi, E Barbierato Smart Cities 5 (2), 728-755, 2022 | 33 | 2022 |
The SIMTHESys multiformalism modeling framework M Iacono, E Barbierato, M Gribaudo Computers & Mathematics with Applications 64 (12), 3828-3839, 2012 | 32 | 2012 |
Defining formalisms for performance evaluation with SIMTHESys E Barbierato, M Gribaudo, M Iacono Electronic Notes in Theoretical Computer Science 275, 37-51, 2011 | 32 | 2011 |
A Performance Modeling Language For Big Data Architectures. E Barbierato, M Gribaudo, M Iacono ECMS, 511-517, 2013 | 29 | 2013 |
Modeling and evaluating the effects of big data storage resource allocation in global scale cloud architectures E Barbierato, M Gribaudo, M Iacono International Journal of Data Warehousing and Mining (IJDWM) 12 (2), 1-20, 2016 | 26 | 2016 |
Exploiting multiformalism models for testing and performance evaluation in SIMTHESys E Barbierato, M Gribaudo, M Iacono Proceedings of the 5th International ICST Conference on Performance …, 2011 | 25 | 2011 |
Performability modeling of exceptions-aware systems in multiformalism tools E Barbierato, M Gribaudo, M Iacono, S Marrone Analytical and Stochastic Modeling Techniques and Applications: 18th …, 2011 | 25 | 2011 |
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 | 20 | 2017 |
Modeling hybrid systems in SIMTHESys E Barbierato, M Gribaudo, M Iacono Electronic Notes in Theoretical Computer Science 327, 5-25, 2016 | 20 | 2016 |
A methodology for controlling bias and fairness in synthetic data generation E Barbierato, MLD Vedova, D Tessera, D Toti, N Vanoli Applied Sciences 12 (9), 4619, 2022 | 15 | 2022 |
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, 1321-1353, 2021 | 15 | 2021 |
Multiformalism to support software rejuvenation modeling E Barbierato, A Bobbio, M Gribaudo, M Iacono 2012 IEEE 23rd International Symposium on Software Reliability Engineering …, 2012 | 14 | 2012 |
PerfBPEL: A graph-based approach for the performance analysis of BPEL SOA applications E Barbierato, M Iacono, S Marrone 6th International ICST Conference on Performance Evaluation Methodologies …, 2012 | 12 | 2012 |
Performance evaluation for the design of a hybrid cloud based distance synchronous and asynchronous learning architecture E Barbierato, L Campanile, M Gribaudo, M Iacono, M Mastroianni, ... Simulation Modelling Practice and Theory 109, 102303, 2021 | 10 | 2021 |
Optimal resource allocation of cloud-based spark applications M Lattuada, E Barbierato, E Gianniti, D Ardagna IEEE Transactions on Cloud Computing 10 (2), 1301-1316, 2020 | 10 | 2020 |