Eugenio Gianniti

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 24

Top Topics

Capacity Allocation

Top Venues

IEEE Trans. Cloud Comput.

Publications

Ehsan Ataie, Athanasia Evangelinou, Eugenio Gianniti, Danilo Ardagna
Erratum to: A Hybrid Machine Learning Approach for Performance Modeling of Cloud-Based Big Data Applications. Comput. J. 66 (2) (2023)
Marco Lattuada, Enrico Barbierato, Eugenio Gianniti, Danilo Ardagna
Optimal Resource Allocation of Cloud-Based Spark Applications. IEEE Trans. Cloud Comput. 10 (2) (2022)
Marco Lattuada, Eugenio Gianniti, Danilo Ardagna, Li Zhang
Performance prediction of deep learning applications training in GPU as a service systems. Clust. Comput. 25 (2) (2022)
Ehsan Ataie, Athanasia Evangelinou, Eugenio Gianniti, Danilo Ardagna
A Hybrid Machine Learning Approach for Performance Modeling of Cloud-Based Big Data Applications. Comput. J. 65 (12) (2022)
Danilo Ardagna, Enrico Barbierato, Eugenio Gianniti, Marco Gribaudo, Túlio B. M. Pinto, Ana Paula Couto da Silva, Jussara M. Almeida
Predicting the performance of big data applications on the cloud. J. Supercomput. 77 (2) (2021)
Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida, Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna
Machine Learning for Performance Prediction of Spark Cloud Applications. CoRR (2021)
Eugenio Gianniti, Michele Ciavotta, Danilo Ardagna
Optimizing Quality-Aware Big Data Applications in the Cloud. IEEE Trans. Cloud Comput. 9 (2) (2021)
Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna, Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida
Gray-Box Models for Performance Assessment of Spark Applications. CLOSER (2019)
Eugenio Gianniti, Li Zhang, Danilo Ardagna
Performance Prediction of GPU-based Deep Learning Applications. CLOSER (2019)
Soroush Karimian Aliabadi, Danilo Ardagna, Reza Entezari-Maleki, Eugenio Gianniti, Ali Movaghar
Analytical composite performance models for Big Data applications. J. Netw. Comput. Appl. 142 (2019)
Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida, Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna
Machine Learning for Performance Prediction of Spark Cloud Applications. CLOUD (2019)
Marzieh Malekimajd, Danilo Ardagna, Michele Ciavotta, Eugenio Gianniti, Mauro Passacantando, Alessandro Maria Rizzi
An optimization framework for the capacity allocation and admission control of MapReduce jobs in cloud systems. J. Supercomput. 74 (10) (2018)
Danilo Ardagna, Enrico Barbierato, Athanasia Evangelinou, Eugenio Gianniti, Marco Gribaudo, Túlio B. M. Pinto, Anna Guimarães, Ana Paula Couto da Silva, Jussara M. Almeida
Performance Prediction of Cloud-Based Big Data Applications. ICPE (2018)
Eugenio Gianniti, Li Zhang, Danilo Ardagna
Performance Prediction of GPU-Based Deep Learning Applications. SBAC-PAD (2018)
Safia Kalwar, Eugenio Gianniti, Joas Yannick Kinouani, Youssef Ridene, Danilo Ardagna
Performance Degradation and Cost Impact Evaluation of Privacy Preserving Mechanisms in Big Data Systems. InfQ@VALUETOOLS (2017)
Eugenio Gianniti, Alessandro Maria Rizzi, Enrico Barbierato, Marco Gribaudo, Danilo Ardagna
Fluid Petri Nets for the Performance Evaluation of MapReduce and Spark Applications. SIGMETRICS Perform. Evaluation Rev. 44 (4) (2017)
Eugenio Gianniti, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando
A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce. CoRR (2017)
Eugenio Gianniti, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando
A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce. CCGrid (2017)
Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna
Capacity Allocation for Big Data Applications in the Cloud. ICPE Companion (2017)
Ehsan Ataie, Eugenio Gianniti, Danilo Ardagna, Ali Movaghar
A Combined Analytical Modeling Machine Learning Approach for Performance Prediction of MapReduce Jobs in Cloud Environment. SYNASC (2016)
Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna
D-SPACE4Cloud: A Design Tool for Big Data Applications. CoRR (2016)
Danilo Ardagna, Simona Bernardi, Eugenio Gianniti, Soroush Karimian Aliabadi, Diego Perez-Palacin, José Ignacio Requeno
Modeling Performance of Hadoop Applications: A Journey from Queueing Networks to Stochastic Well Formed Nets. ICA3PP (2016)
Eugenio Gianniti, Alessandro Maria Rizzi, Enrico Barbierato, Marco Gribaudo, Danilo Ardagna
Fluid Petri Nets for the Performance Evaluation of MapReduce Applications. VALUETOOLS (2016)
Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna
D-SPACE4Cloud: A Design Tool for Big Data Applications. ICA3PP (2016)