| 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 | 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 |