Eugenio Gianniti

According to our database, Eugenio Gianniti authored at least 21 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Erratum to: A Hybrid Machine Learning Approach for Performance Modeling of Cloud-Based Big Data Applications.

Ehsan Ataie, Athanasia Evangelinou, Eugenio Gianniti, Danilo Ardagna

Comput. J., February, 2023

2022

Optimal Resource Allocation of Cloud-Based Spark Applications.

Marco Lattuada, Enrico Barbierato, Eugenio Gianniti, Danilo Ardagna

IEEE Trans. Cloud Comput., 2022

Performance prediction of deep learning applications training in GPU as a service systems.

Marco Lattuada, Eugenio Gianniti, Danilo Ardagna, Li Zhang

Clust. Comput., 2022

A Hybrid Machine Learning Approach for Performance Modeling of Cloud-Based Big Data Applications.

Ehsan Ataie, Athanasia Evangelinou, Eugenio Gianniti, Danilo Ardagna

Comput. J., 2022

2021

Predicting the performance of big data applications on the cloud.

Danilo Ardagna, Enrico Barbierato, Eugenio Gianniti, Marco Gribaudo, Túlio B. M. Pinto, Ana Paula Couto da Silva, Jussara M. Almeida

J. Supercomput., 2021

Optimizing Quality-Aware Big Data Applications in the Cloud.

Eugenio Gianniti, Michele Ciavotta, Danilo Ardagna

IEEE Trans. Cloud Comput., 2021

2019

Analytical composite performance models for Big Data applications.

Soroush Karimian Aliabadi, Danilo Ardagna, Reza Entezari-Maleki, Eugenio Gianniti, Ali Movaghar

J. Netw. Comput. Appl., 2019

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

Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019

Performance Prediction of GPU-based Deep Learning Applications.

Eugenio Gianniti, Li Zhang, Danilo Ardagna

Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019

Machine Learning for Performance Prediction of Spark Cloud Applications.

Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida, Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna

Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

2018

Performance models, design and run time management of big data applications.

Eugenio Gianniti

PhD thesis, 2018

An optimization framework for the capacity allocation and admission control of MapReduce jobs in cloud systems.

Marzieh Malekimajd, Danilo Ardagna, Michele Ciavotta, Eugenio Gianniti, Mauro Passacantando, Alessandro Maria Rizzi

J. Supercomput., 2018

Performance Prediction of Cloud-Based Big Data Applications.

Danilo Ardagna, Enrico Barbierato, Athanasia Evangelinou, Eugenio Gianniti, Marco Gribaudo, Túlio B. M. Pinto, Anna Guimarães, Ana Paula Couto da Silva, Jussara M. Almeida

Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

2017

Fluid Petri Nets for the Performance Evaluation of MapReduce and Spark Applications.

Eugenio Gianniti, Alessandro Maria Rizzi, Enrico Barbierato, Marco Gribaudo, Danilo Ardagna

SIGMETRICS Perform. Evaluation Rev., 2017

Capacity Allocation for Big Data Applications in the Cloud.

Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna

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.

Safia Kalwar, Eugenio Gianniti, Joas Yannick Kinouani, Youssef Ridene, Danilo Ardagna

Proceedings of the New Frontiers in Quantitative Methods in Informatics, 2017

A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce.

Eugenio Gianniti, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando

Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

2016

Fluid Petri Nets for the Performance Evaluation of MapReduce Applications.

Eugenio Gianniti, Alessandro Maria Rizzi, Enrico Barbierato, Marco Gribaudo, Danilo Ardagna

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.

Ehsan Ataie, Eugenio Gianniti, Danilo Ardagna, Ali Movaghar

Proceedings of the 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2016

D-SPACE4Cloud: A Design Tool for Big Data Applications.

Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna

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.

Danilo Ardagna, Simona Bernardi, Eugenio Gianniti, Soroush Karimian Aliabadi, Diego Perez-Palacin, José Ignacio Requeno

Proceedings of the Algorithms and Architectures for Parallel Processing, 2016