Michele Ciavotta

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 48

Top Topics

Semantic Enrichment

Capacity Allocation

Top Venues

IEEE Trans. Cloud Comput.

Publications

Simona Mancini, Carlo Meloni, Michele Ciavotta
A decomposition approach for multidimensional knapsacks with family-split penalties. Int. Trans. Oper. Res. 31 (4) (2024)
Guido Maier, Antonino Albanese, Michele Ciavotta, Nicola Ciulli, Stefano Giordano, Elisa Giusti, Alfredo Salvatore, Giovanni Schembra
WatchEDGE: Smart networking for distributed AI-based environmental control. Comput. Networks 243 (2024)
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina
Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs. AAAI (2024)
Flavio De Paoli, Michele Ciavotta, Roberto Avogadro, Emil Hristov, Milena Borukova, Dessislava Petrova-Antonova, Iva Krasteva
An interactive approach to semantic enrichment with geospatial data. Data Knowl. Eng. 153 (2024)
Roberto Avogadro, Michele Ciavotta, Flavio De Paoli, Matteo Palmonari, Dumitru Roman
Estimating Link Confidence for Human-in-the-Loop Table Annotation. WI/IAT (2023)
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina
Graph Learning in 4D: a Quaternion-valued Laplacian to Enhance Spectral GCNs. CoRR (2023)
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina
SigMaNet: One Laplacian to Rule Them All. AAAI (2023)
Federica Filippini, Marco Lattuada, Michele Ciavotta, Arezoo Jahani, Danilo Ardagna, Edoardo Amaldi
A Path Relinking Method for the Joint Online Scheduling and Capacity Allocation of DL Training Workloads in GPU as a Service Systems. IEEE Trans. Serv. Comput. 16 (3) (2023)
Stefano Fiorini, Michele Ciavotta, Carlo Liberto, Gaetano Valenti
On-Street Parking Prediction: A Comparative Study. BigData (2023)
Michele Carbonera, Michele Ciavotta, Enza Messina
Driving into Uncertainty: An Adversarial Generative Approach for Multivariate Scenario Generation. BigData (2023)
Iva Krasteva, Dessislava Petrova-Antonova, Flavio De Paoli, Emil Popov Hristov, Milena Borukova, Michele Ciavotta, Roberto Avogadro
Geospatial Enrichment of Urban Data for Advanced City Planning: a Pilot Study. BigData (2023)
Marco Savi, Alessandro Banfi, Alessandro Tundo, Michele Ciavotta
Serverless Computing for NFV: Is it Worth it? A Performance Comparison Analysis. PerCom Workshops (2022)
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina
SigMaNet: One Laplacian to Rule Them All. CoRR (2022)
Renzo Arturo Alva Principe, Andrea Maurino, Matteo Palmonari, Michele Ciavotta, Blerina Spahiu
ABSTAT-HD: a scalable tool for profiling very large knowledge graphs. VLDB J. 31 (5) (2022)
Vera Colombo, Alessandro Tundo, Michele Ciavotta, Leonardo Mariani
Towards Self-Adaptive Peer-to-Peer Monitoring for Fog Environments. SEAMS (2022)
Stefano Fiorini, Michele Ciavotta, Sagar Joglekar, Sanja Scepanovic, Daniele Quercia
On the adoption of e-moped sharing systems. EPJ Data Sci. 11 (1) (2022)
Vera Colombo, Alessandro Tundo, Michele Ciavotta, Leonardo Mariani
Towards Self-Adaptive Peer-to-Peer Monitoring for Fog Environments. CoRR (2022)
Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna, Elisabetta Di Nitto, Marco Lattuada, Marcos Aurélio Almeida da Silva
Architectural Design of Cloud Applications: A Performance-Aware Cost Minimization Approach. IEEE Trans. Cloud Comput. 10 (3) (2022)
Stefano Fiorini, Michele Ciavotta, Andrea Maurino
Listening to the City, Attentively: A Spatio-Temporal Attention-Boosted Autoencoder for the Short-Term Flow Prediction Problem. Algorithms 15 (10) (2022)
Michele Ciavotta, Vincenzo Cutrona, Flavio De Paoli, Matteo Palmonari, Blerina Spahiu
BEEO: Semantic Support forEvent-Based Data Analytics. ISWC (2021)
Stefano Fiorini, Michele Ciavotta, Andrea Maurino
Listening to the city, attentively: A Spatio-Temporal Attention Boosted Autoencoder for the Short-Term Flow Prediction Problem. CoRR (2021)
Michele Ciavotta, Davide Motterlini, Marco Savi, Alessandro Tundo
DFaaS: Decentralized Function-as-a-Service for Federated Edge Computing. CloudNet (2021)
Simona Mancini, Michele Ciavotta, Carlo Meloni
The Multiple Multidimensional Knapsack with Family-Split Penalties. Eur. J. Oper. Res. 289 (3) (2021)
Eugenio Gianniti, Michele Ciavotta, Danilo Ardagna
Optimizing Quality-Aware Big Data Applications in the Cloud. IEEE Trans. Cloud Comput. 9 (2) (2021)
Federica Filippini, Danilo Ardagna, Marco Lattuada, Edoardo Amaldi, Maciek Riedl, Katarzyna Materka, Pawel Skrzypek, Michele Ciavotta, Fabrizio Magugliani, Marco Cicala
ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS. FiCloud (2021)
Federica Filippini, Danilo Ardagna, Marco Lattuada, Edoardo Amaldi, Michele Ciavotta, Maciek Riedl, Katarzyna Materka, Pawel Skrzypek, Fabrizio Magugliani, Marco Cicala
ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS. CoRR (2021)
Stefano Fiorini, Michele Ciavotta, Andrea Maurino
A multi-criteria algorithm for automatic detection of city communities. ITSC (2021)
Danilo Ardagna, Michele Ciavotta, Riccardo Lancellotti, Michele Guerriero
A Hierarchical Receding Horizon Algorithm for QoS-Driven Control of Multi-IaaS Applications. IEEE Trans. Cloud Comput. 9 (2) (2021)
Stefano Fiorini, Giorgio Pilotti, Michele Ciavotta, Andrea Maurino
3D-CLoST: A CNN-LSTM Approach for Mobility Dynamics Prediction in Smart Cities. IEEE BigData (2020)
Federica Filippini, Marco Lattuada, Arezoo Jahani, Michele Ciavotta, Danilo Ardagna, Edoardo Amaldi
Hierarchical Scheduling in on-demand GPU-as-a-Service Systems. SYNASC (2020)
Vincenzo Cutrona, Federico Bianchi, Michele Ciavotta, Andrea Maurino
On the composition and recommendation of multi-feature paths: a comprehensive approach. GeoInformatica 23 (3) (2019)
Vincenzo Cutrona, Michele Ciavotta, Flavio De Paoli, Matteo Palmonari
ASIA: a Tool for Assisted Semantic Interpretation and Annotation of Tabular Data. ISWC (Satellites) (2019)
Michele Ciavotta, Srdjan Krstic, Damian A. Tamburri, Willem-Jan van den Heuvel
HyperSpark: A Data-Intensive Programming Environment for Parallel Metaheuristics. BigData Congress (2019)
Arezoo Jahani, Marco Lattuada, Michele Ciavotta, Danilo Ardagna, Edoardo Amaldi, Li Zhang
Optimizing on-demand GPUs in the Cloud for Deep Learning Applications Training. ICCCS (2019)
Matteo Palmonari, Michele Ciavotta, Flavio De Paoli, Aljaz Kosmerlj, Nikolay Nikolov
EW-Shopp Project: Supporting Event and Weather-Based Data Analytics and Marketing Along the Shopper Journey. ESOCC Workshops (2018)
Marzieh Malekimajd, Danilo Ardagna, Michele Ciavotta, Eugenio Gianniti, Mauro Passacantando, Alessandro Maria Rizzi
An optimization framework for the capacity allocation and admission control of MapReduce jobs in cloud systems. J. Supercomput. 74 (10) (2018)
Michele Ciavotta, Andrea Bettoni, Gabriele Izzo
Interoperable meta model for simulation-in-the-loop. ICPS (2018)
Athanasia Evangelinou, Michele Ciavotta, Danilo Ardagna, Aliki Kopaneli, George Kousiouris, Theodora A. Varvarigou
Enterprise applications cloud rightsizing through a joint benchmarking and optimization approach. Future Gener. Comput. Syst. 78 (2018)
David Creslovnik, Aljaz Kosmerlj, Michele Ciavotta
Using historical and weather data for marketing and category management in ecommerce: the experience of EW-shopp. ECSA (Companion) (2018)
Nikolay Nikolov, Michele Ciavotta, Flavio De Paoli
Data wrangling at scale: the experience of EW-shopp. ECSA (Companion) (2018)
Michele Ciavotta, Danilo Ardagna, Giovanni Paolo Gibilisco
A mixed integer linear programming optimization approach for multi-cloud capacity allocation. J. Syst. Softw. 123 (2017)
Eugenio Gianniti, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando
A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce. CoRR (2017)
Eugenio Gianniti, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando
A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce. CCGrid (2017)
Danilo Ardagna, Michele Ciavotta, Mauro Passacantando
Generalized Nash Equilibria for the Service Provisioning Problem in Multi-Cloud Systems. IEEE Trans. Serv. Comput. 10 (3) (2017)
Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna
Capacity Allocation for Big Data Applications in the Cloud. ICPE Companion (2017)
Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna
D-SPACE4Cloud: A Design Tool for Big Data Applications. CoRR (2016)
Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna
D-SPACE4Cloud: A Design Tool for Big Data Applications. ICA3PP (2016)
Michele Ciavotta, Danilo Ardagna, Anne Koziolek
Palladio Optimization Suite: QoS optimization for component-based Cloud applications. EAI Endorsed Trans. Cloud Syst. 2 (6) (2016)
Marzieh Malekimajd, Danilo Ardagna, Michele Ciavotta, Alessandro Maria Rizzi, Mauro Passacantando
Optimal Map Reduce Job Capacity Allocation in Cloud Systems. SIGMETRICS Perform. Evaluation Rev. 42 (4) (2015)
Michele Guerriero, Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna
A Model-Driven DevOps Framework for QoS-Aware Cloud Applications. SYNASC (2015)
Michele Guerriero, Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna
SPACE4Cloud: a DevOps environment for multi-cloud applications. QUDOS@SIGSOFT FSE (2015)
Athanasia Evangelinou, Michele Ciavotta, George Kousiouris, Danilo Ardagna
A Joint Benchmark-Analytic Approach For Design-Time Assessment of Multi-Cloud Applications. Cloud Forward (2015)
Marzieh Malekimajd, Alessandro Maria Rizzi, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando, Ali Movaghar
Optimal Capacity Allocation for Executing MapReduce Jobs in Cloud Systems. SYNASC (2014)
Danilo Ardagna, Michele Ciavotta, Riccardo Lancellotti
A Receding Horizon Approach for the Runtime Management of IaaS Cloud Systems. SYNASC (2014)
Danilo Ardagna, Giovanni Paolo Gibilisco, Michele Ciavotta, Alexander Lavrentev
A Multi-model Optimization Framework for the Model Driven Design of Cloud Applications. SSBSE (2014)
Danilo Ardagna, Giuliano Casale, Michele Ciavotta, Juan F. Pérez, Weikun Wang
Quality-of-service in cloud computing: modeling techniques and their applications. J. Internet Serv. Appl. 5 (1) (2014)
Manuel Mazzara, Michele Ciavotta
Issues about the Adoption of Formal Methods for Dependable Composition of Web Services. Int. J. Syst. Serv. Oriented Eng. 4 (4) (2014)
Michele Ciavotta, Gerardo Minella, Rubén Ruiz
Multi-objective sequence dependent setup times permutation flowshop: A new algorithm and a comprehensive study. Eur. J. Oper. Res. 227 (2) (2013)
Manuel Mazzara, Michele Ciavotta
Issues about the Adoption of Formal Methods for Dependable Composition of Web Services. CoRR (2013)
Davide Franceschelli, Danilo Ardagna, Michele Ciavotta, Elisabetta Di Nitto
SPACE4CLOUD: a tool for system performance and costevaluation of cloud systems. MultiCloud@ICPE (2013)
Gerardo Minella, Rubén Ruiz, Michele Ciavotta
Restarted Iterated Pareto Greedy algorithm for multi-objective flowshop scheduling problems. Comput. Oper. Res. 38 (11) (2011)
Gerardo Minella, Rubén Ruiz, Michele Ciavotta
A Review and Evaluation of Multiobjective Algorithms for the Flowshop Scheduling Problem. INFORMS J. Comput. 20 (3) (2008)
Michele Ciavotta, Paolo Detti, Carlo Meloni, Marco Pranzo
A bi-objective coordination setup problem in a two-stage production system. Eur. J. Oper. Res. 189 (3) (2008)