Michele Ciavotta

According to our database, Michele Ciavotta authored at least 54 papers between 2008 and 2024.

Collaborative distances:

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

2024

Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs.

Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A Path Relinking Method for the Joint Online Scheduling and Capacity Allocation of DL Training Workloads in GPU as a Service Systems.

Federica Filippini, Marco Lattuada, Michele Ciavotta, Arezoo Jahani, Danilo Ardagna, Edoardo Amaldi

IEEE Trans. Serv. Comput., 2023

Estimating Link Confidence for Human-in-the-Loop Table Annotation.

Roberto Avogadro, Michele Ciavotta, Flavio De Paoli, Matteo Palmonari, Dumitru Roman

Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023

Geospatial Enrichment of Urban Data for Advanced City Planning: a Pilot Study.

Iva Krasteva, Dessislava Petrova-Antonova, Flavio De Paoli, Emil Popov Hristov, Milena Borukova, Michele Ciavotta, Roberto Avogadro

Proceedings of the IEEE International Conference on Big Data, 2023

On-Street Parking Prediction: A Comparative Study.

Stefano Fiorini, Michele Ciavotta, Carlo Liberto, Gaetano Valenti

Proceedings of the IEEE International Conference on Big Data, 2023

Driving into Uncertainty: An Adversarial Generative Approach for Multivariate Scenario Generation.

Michele Carbonera, Michele Ciavotta, Enza Messina

Proceedings of the IEEE International Conference on Big Data, 2023

SigMaNet: One Laplacian to Rule Them All.

Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

ABSTAT-HD: a scalable tool for profiling very large knowledge graphs.

Renzo Arturo Alva Principe, Andrea Maurino, Matteo Palmonari, Michele Ciavotta, Blerina Spahiu

VLDB J., 2022

Architectural Design of Cloud Applications: A Performance-Aware Cost Minimization Approach.

Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna, Elisabetta Di Nitto, Marco Lattuada, Marcos Aurélio Almeida da Silva

IEEE Trans. Cloud Comput., 2022

On the adoption of e-moped sharing systems.

Stefano Fiorini, Michele Ciavotta, Sagar Joglekar, Sanja Scepanovic, Daniele Quercia

EPJ Data Sci., 2022

Listening to the City, Attentively: A Spatio-Temporal Attention-Boosted Autoencoder for the Short-Term Flow Prediction Problem.

Stefano Fiorini, Michele Ciavotta, Andrea Maurino

Algorithms, 2022

Towards Self-Adaptive Peer-to-Peer Monitoring for Fog Environments.

Vera Colombo, Alessandro Tundo, Michele Ciavotta, Leonardo Mariani

Proceedings of the International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2022

Serverless Computing for NFV: Is it Worth it? A Performance Comparison Analysis.

Marco Savi, Alessandro Banfi, Alessandro Tundo, Michele Ciavotta

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Supporting Semantic Data Enrichment at Scale.

Michele Ciavotta, Vincenzo Cutrona, Flavio De Paoli, Nikolay Nikolov, Matteo Palmonari, Dumitru Roman

Proceedings of the Technologies and Applications for Big Data Value, 2022

2021

Optimizing Quality-Aware Big Data Applications in the Cloud.

Eugenio Gianniti, Michele Ciavotta, Danilo Ardagna

IEEE Trans. Cloud Comput., 2021

A Hierarchical Receding Horizon Algorithm for QoS-Driven Control of Multi-IaaS Applications.

Danilo Ardagna, Michele Ciavotta, Riccardo Lancellotti, Michele Guerriero

IEEE Trans. Cloud Comput., 2021

The Multiple Multidimensional Knapsack with Family-Split Penalties.

Simona Mancini, Michele Ciavotta, Carlo Meloni

Eur. J. Oper. Res., 2021

BEEO: Semantic Support forEvent-Based Data Analytics.

Michele Ciavotta, Vincenzo Cutrona, Flavio De Paoli, Matteo Palmonari, Blerina Spahiu

Proceedings of the Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, 2021

A multi-criteria algorithm for automatic detection of city communities.

Stefano Fiorini, Michele Ciavotta, Andrea Maurino

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS.

Federica Filippini, Danilo Ardagna, Marco Lattuada, Edoardo Amaldi, Maciek Riedl, Katarzyna Materka, Pawel Skrzypek, Michele Ciavotta, Fabrizio Magugliani, Marco Cicala

Proceedings of the 8th International Conference on Future Internet of Things and Cloud, 2021

DFaaS: Decentralized Function-as-a-Service for Federated Edge Computing.

Michele Ciavotta, Davide Motterlini, Marco Savi, Alessandro Tundo

Proceedings of the 10th IEEE International Conference on Cloud Networking, CloudNet 2021, 2021

2020

Hierarchical Scheduling in on-demand GPU-as-a-Service Systems.

Federica Filippini, Marco Lattuada, Arezoo Jahani, Michele Ciavotta, Danilo Ardagna, Edoardo Amaldi

Proceedings of the 22nd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2020

3D-CLoST: A CNN-LSTM Approach for Mobility Dynamics Prediction in Smart Cities.

Stefano Fiorini, Giorgio Pilotti, Michele Ciavotta, Andrea Maurino

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Towards the Digital Factory: A Microservices-Based Middleware for Real-to-Digital Synchronization.

Michele Ciavotta, Giovanni Dal Maso, Diego Rovere, Radostin Tsvetanov, Silvia Menato

Proceedings of the Microservices, Science and Engineering., 2020

2019

On the composition and recommendation of multi-feature paths: a comprehensive approach.

Vincenzo Cutrona, Federico Bianchi, Michele Ciavotta, Andrea Maurino

GeoInformatica, 2019

ASIA: a Tool for Assisted Semantic Interpretation and Annotation of Tabular Data.

Vincenzo Cutrona, Michele Ciavotta, Flavio De Paoli, Matteo Palmonari

Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

Optimizing on-demand GPUs in the Cloud for Deep Learning Applications Training.

Arezoo Jahani, Marco Lattuada, Michele Ciavotta, Danilo Ardagna, Edoardo Amaldi, Li Zhang

Proceedings of the 2019 4th International Conference on Computing, 2019

HyperSpark: A Data-Intensive Programming Environment for Parallel Metaheuristics.

Michele Ciavotta, Srdjan Krstic, Damian A. Tamburri, Willem-Jan van den Heuvel

Proceedings of the 2019 IEEE International Congress on Big Data, 2019

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

Enterprise applications cloud rightsizing through a joint benchmarking and optimization approach.

Athanasia Evangelinou, Michele Ciavotta, Danilo Ardagna, Aliki Kopaneli, George Kousiouris, Theodora A. Varvarigou

Future Gener. Comput. Syst., 2018

Interoperable meta model for simulation-in-the-loop.

Michele Ciavotta, Andrea Bettoni, Gabriele Izzo

Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018

EW-Shopp Project: Supporting Event and Weather-Based Data Analytics and Marketing Along the Shopper Journey.

Matteo Palmonari, Michele Ciavotta, Flavio De Paoli, Aljaz Kosmerlj, Nikolay Nikolov

Proceedings of the Advances in Service-Oriented and Cloud Computing, 2018

Data wrangling at scale: the experience of EW-shopp.

Nikolay Nikolov, Michele Ciavotta, Flavio De Paoli

Proceedings of the 12th European Conference on Software Architecture: Companion Proceedings, 2018

Using historical and weather data for marketing and category management in ecommerce: the experience of EW-shopp.

David Creslovnik, Aljaz Kosmerlj, Michele Ciavotta

Proceedings of the 12th European Conference on Software Architecture: Companion Proceedings, 2018

2017

Generalized Nash Equilibria for the Service Provisioning Problem in Multi-Cloud Systems.

Danilo Ardagna, Michele Ciavotta, Mauro Passacantando

IEEE Trans. Serv. Comput., 2017

A mixed integer linear programming optimization approach for multi-cloud capacity allocation.

Michele Ciavotta, Danilo Ardagna, Giovanni Paolo Gibilisco

J. Syst. Softw., 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

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

Palladio Optimization Suite: QoS optimization for component-based Cloud applications.

Michele Ciavotta, Danilo Ardagna, Anne Koziolek

EAI Endorsed Trans. Cloud Syst., 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

2015

Optimal Map Reduce Job Capacity Allocation in Cloud Systems.

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

SIGMETRICS Perform. Evaluation Rev., 2015

A Model-Driven DevOps Framework for QoS-Aware Cloud Applications.

Michele Guerriero, Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna

Proceedings of the 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2015

SPACE4Cloud: a DevOps environment for multi-cloud applications.

Michele Guerriero, Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna

Proceedings of the 1st International Workshop on Quality-Aware DevOps, 2015

A Joint Benchmark-Analytic Approach For Design-Time Assessment of Multi-Cloud Applications.

Athanasia Evangelinou, Michele Ciavotta, George Kousiouris, Danilo Ardagna

Proceedings of the 1st International Conference on Cloud Forward: From Distributed to Complete Computing, 2015

2014

Quality-of-service in cloud computing: modeling techniques and their applications.

Danilo Ardagna, Giuliano Casale, Michele Ciavotta, Juan F. Pérez, Weikun Wang

J. Internet Serv. Appl., 2014

Issues about the Adoption of Formal Methods for Dependable Composition of Web Services.

Manuel Mazzara, Michele Ciavotta

Int. J. Syst. Serv. Oriented Eng., 2014

Optimal Capacity Allocation for Executing MapReduce Jobs in Cloud Systems.

Marzieh Malekimajd, Alessandro Maria Rizzi, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando, Ali Movaghar

Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014

A Receding Horizon Approach for the Runtime Management of IaaS Cloud Systems.

Danilo Ardagna, Michele Ciavotta, Riccardo Lancellotti

Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014

A Multi-model Optimization Framework for the Model Driven Design of Cloud Applications.

Danilo Ardagna, Giovanni Paolo Gibilisco, Michele Ciavotta, Alexander Lavrentev

Proceedings of the Search-Based Software Engineering - 6th International Symposium, 2014

2013

Multi-objective sequence dependent setup times permutation flowshop: A new algorithm and a comprehensive study.

Michele Ciavotta, Gerardo Minella, Rubén Ruiz

Eur. J. Oper. Res., 2013

SPACE4CLOUD: a tool for system performance and costevaluation of cloud systems.

Davide Franceschelli, Danilo Ardagna, Michele Ciavotta, Elisabetta Di Nitto

Proceedings of the 2013 international workshop on Multi-cloud applications and federated clouds, 2013

2011

Restarted Iterated Pareto Greedy algorithm for multi-objective flowshop scheduling problems.

Gerardo Minella, Rubén Ruiz, Michele Ciavotta

Comput. Oper. Res., 2011

2008

A Review and Evaluation of Multiobjective Algorithms for the Flowshop Scheduling Problem.

Gerardo Minella, Rubén Ruiz, Michele Ciavotta

INFORMS J. Comput., 2008

A bi-objective coordination setup problem in a two-stage production system.

Michele Ciavotta, Paolo Detti, Carlo Meloni, Marco Pranzo

Eur. J. Oper. Res., 2008