GIANNITI, EUGENIO
GIANNITI, EUGENIO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A Combined Analytical Modeling Machine Learning Approach for Performance Prediction of MapReduce Jobs in Hadoop Clusters
2016-01-01 Ataie, Ehsan; Gianniti, Eugenio; Ardagna, Danilo; Movaghar, Ali
A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce
2017-01-01 Gianniti, Eugenio; Ardagna, Danilo; Ciavotta, Michele; Passacantando, Mauro
A Hybrid Machine Learning Approach for Performance Modeling of Cloud-Based Big Data Applications
2022-01-01 Ataie, Ehsan; Evangelinou, Athanasia; Gianniti, Eugenio; Ardagna, Danilo
An optimization framework for the capacity allocation and admission control of MapReduce jobs in cloud systems
2018-01-01 Malekimajd, M.; Ardagna, D.; Ciavotta, M.; Gianniti, E.; Passacantando, M.; Rizzi, A. M.
Analytical composite performance models for Big Data applications
2019-01-01 Karimian-Aliabadia, S.; Ardagna, D.; Entezari-Maleki, R.; Gianniti, E.; Movaghar, A.
D-SPACE4Cloud: A Design Tool for Big Data Applications
2016-01-01 Ciavotta, Michele; Gianniti, Eugenio; Ardagna, Danilo
D-SPACE4Cloud: Towards Quality-Aware Data Intensive Applications in the Cloud
In corso di stampa Gianniti, Eugenio; Ciavotta, Michele; Ardagna, Danilo
Fluid petri nets for the performance evaluation of mapreduce and spark applications
2017-01-01 Gianniti, Eugenio; Rizzi, ALESSANDRO MARIA; Barbierato, Enrico; Gribaudo, Marco; Ardagna, Danilo
Fluid Petri Nets for the Performance Evaluation of MapReduce Applications
2017-01-01 Gianniti, Eugenio; Rizzi, ALESSANDRO MARIA; Barbierato, Enrico; Gribaudo, Marco; Ardagna, Danilo
Game-Theoretic Approach to Joint Admission Control and Capacity Allocation for MapReduce
2015-01-01 Ciavotta, Michele; Gianniti, Eugenio; Ardagna, Danilo; Passacantando, M.
Gray-Box Models for Performance Assessment of Spark Applications
2019-01-01 Lattuada, Marco; Gianniti, Eugenio; Hosseini, Marjan; Ardagna, Danilo; Alexandre, Maros; Fabricio, Murai; COUTO da SILVA, ANA PAULA; Jussara, M. Almeida.
Machine Learning for Performance Prediction of Spark Cloud Applications
2019-01-01 Maros, Alexandre; Murai, Fabricio; Couto da Silva, Ana Paula; M. Almeida, Jussara; Lattuada, Marco; Gianniti, Eugenio; Hosseini, Marjan; Ardagna, Danilo
Modeling performance of Hadoop applications: A journey from queueing networks to stochastic well formed nets
2016-01-01 Ardagna, Danilo; Bernardi, Simona; Gianniti, Eugenio; Aliabadi, Soroush Karimian; PEREZ PALACIN, DIEGO CARMELO; Requeno, José Ignacio
Optimal Resource Allocation of Cloud-Based Spark Applications
2020-01-01 Lattuada, M.; Barbierato, E.; Gianniti, E.; Ardagna, D.
Optimizing Quality-Aware Big Data Applications in the Cloud
2021-01-01 Gianniti, E.; Ciavotta, M.; Ardagna, D.
Performance Degradation and Cost Impact Evaluation of Privacy Preserving Mechanisms in Big Data Systems
2018-01-01 Safia, Kalwar; Gianniti, E.; Yannick Kinouani, J.; Ridene, Y.; Ardagna, D.
Performance Prediction of Cloud-Based Big Data Applications
2018-01-01 Ardagna, Danilo; Barbierato, Enrico; Evangelinou, Athanasia; Gianniti, Eugenio; Gribaudo, Marco; Pinto, Túlio B. M.; Anna, Guimarães; Ana Paula Couto da Silva, ; Almeida, Jussara M.
Performance Prediction of Deep Learning Applications Training in GPU as a Service Systems
2022-01-01 Lattuada, Marco; Gianniti, Eugenio; Ardagna, Danilo; Zhang, Li
Performance Prediction of GPU-based Deep Learning Application
2019-01-01 Gianniti, E.; Zhang, L.; Ardagna, Danilo
Performance Prediction of GPU-based Deep Learning Applications
2018-01-01 Gianniti, E; Zhang, L; Ardagna, D