Eugenio Gianniti

25 papers B 3C 5Misc 1Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2023 J jnl
Erratum to: A Hybrid Machine Learning Approach for Performance Modeling of Cloud-Based Big Data Applications.
Comput. J.
Ehsan Ataie, Athanasia Evangelinou, Eugenio Gianniti, Danilo Ardagna
2022 J jnl
A Hybrid Machine Learning Approach for Performance Modeling of Cloud-Based Big Data Applications.
Comput. J.
Ehsan Ataie, Athanasia Evangelinou, Eugenio Gianniti, Danilo Ardagna
2022 J jnl
Optimal Resource Allocation of Cloud-Based Spark Applications.
IEEE Trans. Cloud Comput.
Marco Lattuada, Enrico Barbierato, Eugenio Gianniti, Danilo Ardagna
2022 J jnl
Performance prediction of deep learning applications training in GPU as a service systems.
Clust. Comput.
Marco Lattuada, Eugenio Gianniti, Danilo Ardagna, Li Zhang
2021 J jnl
Machine Learning for Performance Prediction of Spark Cloud Applications.
CoRR
Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida, Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna
2021 J jnl
Optimizing Quality-Aware Big Data Applications in the Cloud.
IEEE Trans. Cloud Comput.
Eugenio Gianniti, Michele Ciavotta, Danilo Ardagna
2021 J jnl
Predicting the performance of big data applications on the cloud.
J. Supercomput.
Danilo Ardagna, Enrico Barbierato, Eugenio Gianniti, Marco Gribaudo, Túlio B. M. Pinto, Ana Paula Couto da Silva, Jussara M. Almeida
2019 J jnl
Analytical composite performance models for Big Data applications.
J. Netw. Comput. Appl.
Soroush Karimian Aliabadi, Danilo Ardagna, Reza Entezari-Maleki, Eugenio Gianniti, Ali Movaghar
2019 C conf
Gray-Box Models for Performance Assessment of Spark Applications.
CLOSER
Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna, Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida
2019 B conf
Machine Learning for Performance Prediction of Spark Cloud Applications.
CLOUD
Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida, Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna
2019 C conf
Performance Prediction of GPU-based Deep Learning Applications.
CLOSER
Eugenio Gianniti, Li Zhang, Danilo Ardagna
2018 J jnl
An optimization framework for the capacity allocation and admission control of MapReduce jobs in cloud systems.
J. Supercomput.
Marzieh Malekimajd, Danilo Ardagna, Michele Ciavotta, Eugenio Gianniti, Mauro Passacantando, Alessandro Maria Rizzi
2018 B conf
Performance Prediction of Cloud-Based Big Data Applications.
ICPE
Danilo Ardagna, Enrico Barbierato, Athanasia Evangelinou, Eugenio Gianniti, Marco Gribaudo, Túlio B. M. Pinto, Anna Guimarães, Ana Paula Couto da Silva, Jussara M. Almeida
2018 C conf
Performance Prediction of GPU-Based Deep Learning Applications.
SBAC-PAD
Eugenio Gianniti, Li Zhang, Danilo Ardagna
2018 — —
Performance models, design and run time management of big data applications.
Eugenio Gianniti
2017 B conf
A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce.
CCGrid
Eugenio Gianniti, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando
2017 J jnl
A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce.
CoRR
Eugenio Gianniti, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando
2017 — conf
Capacity Allocation for Big Data Applications in the Cloud.
ICPE Companion
Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna
2017 J jnl
Fluid Petri Nets for the Performance Evaluation of MapReduce and Spark Applications.
SIGMETRICS Perform. Evaluation Rev.
Eugenio Gianniti, Alessandro Maria Rizzi, Enrico Barbierato, Marco Gribaudo, Danilo Ardagna
2017 — conf
Performance Degradation and Cost Impact Evaluation of Privacy Preserving Mechanisms in Big Data Systems.
InfQ@VALUETOOLS
Safia Kalwar, Eugenio Gianniti, Joas Yannick Kinouani, Youssef Ridene, Danilo Ardagna
2016 Misc conf
A Combined Analytical Modeling Machine Learning Approach for Performance Prediction of MapReduce Jobs in Cloud Environment.
SYNASC
Ehsan Ataie, Eugenio Gianniti, Danilo Ardagna, Ali Movaghar
2016 C conf
D-SPACE4Cloud: A Design Tool for Big Data Applications.
ICA3PP
Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna
2016 J jnl
D-SPACE4Cloud: A Design Tool for Big Data Applications.
CoRR
Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna
2016 — conf
Fluid Petri Nets for the Performance Evaluation of MapReduce Applications.
VALUETOOLS
Eugenio Gianniti, Alessandro Maria Rizzi, Enrico Barbierato, Marco Gribaudo, Danilo Ardagna
2016 C conf
Modeling Performance of Hadoop Applications: A Journey from Queueing Networks to Stochastic Well Formed Nets.
ICA3PP
Danilo Ardagna, Simona Bernardi, Eugenio Gianniti, Soroush Karimian Aliabadi, Diego Perez-Palacin, José Ignacio Requeno