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E. Gianniti · SciRah

Researcher profile · Semantic Scholar

E. Gianniti

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E. Gianniti — researcher profile on SciRah

h-index: 10
Works: 25
Citations: 291

Most-cited papers

Performance Prediction of GPU-Based Deep Learning Applications
E. Gianniti, Li Zhang, D. Ardagna
2018Symposium on Computer Architecture and High Performance Computing34 citations Open access
Semantic Scholar
Modeling Performance of Hadoop Applications: A Journey from Queueing Networks to Stochastic Well Formed Nets
D. Ardagna, S. Bernardi, E. Gianniti, S. K. Aliabadi +2 more
2016International Conference on Algorithms and Architectures for Parallel Processing33 citations Open access
Semantic Scholar
Machine Learning for Performance Prediction of Spark Cloud Applications
Alexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida +4 more
2019IEEE International Conference on Cloud Computing31 citations Open access
Semantic Scholar
Performance Prediction of Cloud-Based Big Data Applications
D. Ardagna, Enrico Barbierato, Athanasia Evangelinou, E. Gianniti +5 more
2018International Conference on Performance Engineering31 citations Open access
Semantic Scholar
A Combined Analytical Modeling Machine Learning Approach for Performance Prediction of MapReduce Jobs in Cloud Environment
E. Ataie, E. Gianniti, D. Ardagna, A. Movaghar
2016Symposium on Symbolic and Numeric Algorithms for Scientific Computing24 citations
Semantic Scholar
Performance prediction of deep learning applications training in GPU as a service systems
M. Lattuada, E. Gianniti, D. Ardagna, Li Zhang
2022Cluster Computing20 citations Open access
Semantic Scholar
Analytical composite performance models for Big Data applications
Soroush Karimian-Aliabadi, D. Ardagna, R. Entezari-Maleki, E. Gianniti +1 more
2019Journal of Network and Computer Applications20 citations Open access
Semantic Scholar
Optimal Resource Allocation of Cloud-Based Spark Applications
M. Lattuada, Enrico Barbierato, E. Gianniti, D. Ardagna
2022IEEE Transactions on Cloud Computing19 citations Open access
Semantic Scholar
Fluid Petri Nets for the Performance Evaluation of MapReduce and Spark Applications
E. Gianniti, Alessandro Maria Rizzi, Enrico Barbierato, M. Gribaudo +1 more
2017PERV18 citations
Semantic Scholar
Predicting the performance of big data applications on the cloud
D. Ardagna, Enrico Barbierato, E. Gianniti, M. Gribaudo +3 more
2020Journal of Supercomputing16 citations Open access
Semantic Scholar
Optimizing Quality-Aware Big Data Applications in the Cloud
E. Gianniti, M. Ciavotta, D. Ardagna
2021IEEE Transactions on Cloud Computing10 citations Open access
Semantic Scholar
A Hybrid Machine Learning Approach for Performance Modeling of Cloud-Based Big Data Applications
E. Ataie, Athanasia Evangelinou, E. Gianniti, D. Ardagna
2021Computer/law journal9 citations Open access
Semantic Scholar
D-SPACE4Cloud: A Design Tool for Big Data Applications
M. Ciavotta, E. Gianniti, D. Ardagna
2016International Conference on Algorithms and Architectures for Parallel Processing7 citations Open access
Semantic Scholar
An optimization framework for the capacity allocation and admission control of MapReduce jobs in cloud systems
Marzieh Malekimajd, D. Ardagna, M. Ciavotta, E. Gianniti +2 more
2018Journal of Supercomputing4 citations Open access
Semantic Scholar
Gray-Box Models for Performance Assessment of Spark Applications
M. Lattuada, E. Gianniti, Marjan Hosseini, D. Ardagna +4 more
2019International Conference on Cloud Computing and Services Science3 citations Open access
Semantic Scholar
A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce
E. Gianniti, D. Ardagna, M. Ciavotta, Mauro Passacantando
2017IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing3 citations Open access
Semantic Scholar
Capacity Allocation for Big Data Applications in the Cloud
M. Ciavotta, E. Gianniti, D. Ardagna
2017ICPE Companion2 citations
Semantic Scholar
Fluid Petri Nets for the Performance Evaluation of MapReduce Applications
E. Gianniti, Alessandro Maria Rizzi, Enrico Barbierato, M. Gribaudo +1 more
2017ValueTools2 citations Open access
Semantic Scholar
A Combined Analytical Modeling Machine Learning Approach for Performance Prediction of MapReduce Jobs in Hadoop Clusters
E. Ataie, E. Gianniti, D. Ardagna, A. Movaghar
20162 citations
Semantic Scholar
Erratum to: A Hybrid Machine Learning Approach for Performance Modeling of Cloud-Based Big Data Applications
E. Ataie, Athanasia Evangelinou, E. Gianniti, D. Ardagna
2021Computer/law journal1 citations
Semantic Scholar
Game Theory Models for MapReduce: Joint Admission Control and Capacity Allocation
D. Ardagna, Mauro Passacantando, E. Gianniti
20151 citations
Semantic Scholar
Performance models, design and run time management of big data applications
E. Gianniti
20180 citations
Semantic Scholar
D-SPACE4Cloud: Towards Quality-Aware Data Intensive Applications in the Cloud
E. Gianniti, M. Ciavotta, D. Ardagna
20180 citations
Semantic Scholar
Performance Degradation and Cost Impact Evaluation of Privacy Preserving Mechanisms in Big Data Systems
Safia Kalwar, E. Gianniti, Joas Yannick Kinouani, Y. Ridene +1 more
2017InfQ@VALUETOOLS0 citations Open access
Semantic Scholar
Game-Theoretic Approach to Joint Admission Control and Capacity Allocation for MapReduce
M. Ciavotta, E. Gianniti, D. Ardagna, Mauro Passacantando
20150 citations
Semantic Scholar

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