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ORCIDMichele Ciavotta
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2020 – today
- 2024
[j24]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: 110248 (2024)- [j23]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: 102341 (2024) - [j22]Simona Mancini, Carlo Meloni, Michele Ciavotta:
A decomposition approach for multidimensional knapsacks with family-split penalties. Int. Trans. Oper. Res. 31(4): 2247-2271 (2024) - [c31]Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina:
Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs. AAAI 2024: 12006-12015 - [i9]Stefano Fiorini, Giulia M. Bovolenta, Stefano Coniglio, Michele Ciavotta, Pietro Morerio, Michele Parrinello, Alessio Del Bue:
DLGNet: Hyperedge Classification through Directed Line Graphs for Chemical Reactions. CoRR abs/2410.06969 (2024) - 2023
- [j21]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): 1630-1646 (2023) - [c30]Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina:
SigMaNet: One Laplacian to Rule Them All. AAAI 2023: 7568-7576 - [c29]Stefano Fiorini, Michele Ciavotta, Carlo Liberto, Gaetano Valenti:
On-Street Parking Prediction: A Comparative Study. IEEE Big Data 2023: 282-291 - [c28]Michele Carbonera, Michele Ciavotta, Enza Messina:
Driving into Uncertainty: An Adversarial Generative Approach for Multivariate Scenario Generation. IEEE Big Data 2023: 2578-2587 - [c27]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. IEEE Big Data 2023: 3139-3143 - [c26]Roberto Avogadro, Michele Ciavotta, Flavio De Paoli, Matteo Palmonari, Dumitru Roman:
Estimating Link Confidence for Human-in-the-Loop Table Annotation. WI/IAT 2023: 142-149 - [i8]Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina:
Graph Learning in 4D: a Quaternion-valued Laplacian to Enhance Spectral GCNs. CoRR abs/2312.17361 (2023) - 2022
- [j20]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): 376 (2022) - [j19]Stefano Fiorini, Michele Ciavotta, Sagar Joglekar, Sanja Scepanovic, Daniele Quercia:
On the adoption of e-moped sharing systems. EPJ Data Sci. 11(1): 46 (2022) - [j18]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): 1571-1591 (2022) - [j17]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): 851-876 (2022) - [c25]Marco Savi, Alessandro Banfi, Alessandro Tundo, Michele Ciavotta:
Serverless Computing for NFV: Is it Worth it? A Performance Comparison Analysis. PerCom Workshops 2022: 680-685 - [c24]Vera Colombo, Alessandro Tundo, Michele Ciavotta, Leonardo Mariani:
Towards Self-Adaptive Peer-to-Peer Monitoring for Fog Environments. SEAMS 2022: 156-166 - [p2]Michele Ciavotta, Vincenzo Cutrona, Flavio De Paoli, Nikolay Nikolov, Matteo Palmonari, Dumitru Roman:
Supporting Semantic Data Enrichment at Scale. Technologies and Applications for Big Data Value 2022: 19-39 - [i7]Vera Colombo, Alessandro Tundo, Michele Ciavotta, Leonardo Mariani:
Towards Self-Adaptive Peer-to-Peer Monitoring for Fog Environments. CoRR abs/2205.04142 (2022) - [i6]Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina:
SigMaNet: One Laplacian to Rule Them All. CoRR abs/2205.13459 (2022) - 2021
- [j16]Simona Mancini, Michele Ciavotta, Carlo Meloni:
The Multiple Multidimensional Knapsack with Family-Split Penalties. Eur. J. Oper. Res. 289(3): 987-998 (2021) - [j15]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): 418-434 (2021) - [j14]Eugenio Gianniti, Michele Ciavotta, Danilo Ardagna:
Optimizing Quality-Aware Big Data Applications in the Cloud. IEEE Trans. Cloud Comput. 9(2): 737-752 (2021) - [c23]Michele Ciavotta, Davide Motterlini, Marco Savi, Alessandro Tundo:
DFaaS: Decentralized Function-as-a-Service for Federated Edge Computing. CloudNet 2021: 1-4 - [c22]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: 388-393 - [c21]Stefano Fiorini, Michele Ciavotta, Andrea Maurino:
A multi-criteria algorithm for automatic detection of city communities. ITSC 2021: 1266-1271 - [c20]Michele Ciavotta, Vincenzo Cutrona, Flavio De Paoli, Matteo Palmonari, Blerina Spahiu:
BEEO: Semantic Support forEvent-Based Data Analytics. ISWC 2021: 580-596 - [i5]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 abs/2103.00983 (2021) - [i4]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 abs/2105.05080 (2021) - 2020
- [c19]Stefano Fiorini, Giorgio Pilotti, Michele Ciavotta, Andrea Maurino:
3D-CLoST: A CNN-LSTM Approach for Mobility Dynamics Prediction in Smart Cities. IEEE BigData 2020: 3180-3189 - [c18]Federica Filippini, Marco Lattuada, Arezoo Jahani, Michele Ciavotta, Danilo Ardagna, Edoardo Amaldi:
Hierarchical Scheduling in on-demand GPU-as-a-Service Systems. SYNASC 2020: 125-132 - [p1]Michele Ciavotta, Giovanni Dal Maso, Diego Rovere, Radostin Tsvetanov, Silvia Menato:
Towards the Digital Factory: A Microservices-Based Middleware for Real-to-Digital Synchronization. Microservices, Science and Engineering 2020: 273-297
2010 – 2019
- 2019
- [j13]Vincenzo Cutrona, Federico Bianchi, Michele Ciavotta, Andrea Maurino:
On the composition and recommendation of multi-feature paths: a comprehensive approach. GeoInformatica 23(3): 353-373 (2019) - [c17]Michele Ciavotta, Srdjan Krstic, Damian A. Tamburri, Willem-Jan van den Heuvel:
HyperSpark: A Data-Intensive Programming Environment for Parallel Metaheuristics. BigData Congress 2019: 85-92 - [c16]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: 1-8 - [c15]Vincenzo Cutrona, Michele Ciavotta, Flavio De Paoli, Matteo Palmonari:
ASIA: a Tool for Assisted Semantic Interpretation and Annotation of Tabular Data. ISWC (Satellites) 2019: 209-212 - 2018
- [j12]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: 102-114 (2018) - [j11]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): 5314-5348 (2018) - [c14]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: 31:1-31:5 - [c13]Nikolay Nikolov, Michele Ciavotta, Flavio De Paoli:
Data wrangling at scale: the experience of EW-shopp. ECSA (Companion) 2018: 32:1-32:4 - [c12]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: 187-191 - [c11]Michele Ciavotta, Andrea Bettoni, Gabriele Izzo:
Interoperable meta model for simulation-in-the-loop. ICPS 2018: 702-707 - 2017
- [j10]Michele Ciavotta, Danilo Ardagna, Giovanni Paolo Gibilisco:
A mixed integer linear programming optimization approach for multi-cloud capacity allocation. J. Syst. Softw. 123: 64-78 (2017) - [j9]Danilo Ardagna, Michele Ciavotta, Mauro Passacantando:
Generalized Nash Equilibria for the Service Provisioning Problem in Multi-Cloud Systems. IEEE Trans. Serv. Comput. 10(3): 381-395 (2017) - [c10]Eugenio Gianniti, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando:
A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce. CCGrid 2017: 1080-1089 - [c9]Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna:
Capacity Allocation for Big Data Applications in the Cloud. ICPE Companion 2017: 175-176 - [i3]Eugenio Gianniti, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando:
A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce. CoRR abs/1701.04763 (2017) - 2016
- [j8]Michele Ciavotta, Danilo Ardagna, Anne Koziolek:
Palladio Optimization Suite: QoS optimization for component-based Cloud applications. EAI Endorsed Trans. Cloud Syst. 2(6): e3 (2016) - [c8]Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna:
D-SPACE4Cloud: A Design Tool for Big Data Applications. ICA3PP 2016: 614-629 - [i2]Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna:
D-SPACE4Cloud: A Design Tool for Big Data Applications. CoRR abs/1605.07083 (2016) - 2015
- [j7]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): 51-61 (2015) - [c7]Athanasia Evangelinou, Michele Ciavotta, George Kousiouris, Danilo Ardagna:
A Joint Benchmark-Analytic Approach For Design-Time Assessment of Multi-Cloud Applications. Cloud Forward 2015: 67-77 - [c6]Michele Guerriero, Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna:
SPACE4Cloud: a DevOps environment for multi-cloud applications. QUDOS@SIGSOFT FSE 2015: 29-30 - [c5]Michele Guerriero, Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna:
A Model-Driven DevOps Framework for QoS-Aware Cloud Applications. SYNASC 2015: 345-351 - 2014
- [j6]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): 35-50 (2014) - [j5]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): 11:1-11:17 (2014) - [c4]Danilo Ardagna, Giovanni Paolo Gibilisco, Michele Ciavotta, Alexander Lavrentev:
A Multi-model Optimization Framework for the Model Driven Design of Cloud Applications. SSBSE 2014: 61-76 - [c3]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: 385-392 - [c2]Danilo Ardagna, Michele Ciavotta, Riccardo Lancellotti:
A Receding Horizon Approach for the Runtime Management of IaaS Cloud Systems. SYNASC 2014: 445-452 - 2013
- [j4]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): 301-313 (2013) - [c1]Davide Franceschelli, Danilo Ardagna, Michele Ciavotta, Elisabetta Di Nitto:
SPACE4CLOUD: a tool for system performance and costevaluation of cloud systems. MultiCloud@ICPE 2013: 27-34 - [i1]Manuel Mazzara, Michele Ciavotta:
Issues about the Adoption of Formal Methods for Dependable Composition of Web Services. CoRR abs/1311.2535 (2013) - 2011
- [j3]Gerardo Minella, Rubén Ruiz, Michele Ciavotta:
Restarted Iterated Pareto Greedy algorithm for multi-objective flowshop scheduling problems. Comput. Oper. Res. 38(11): 1521-1533 (2011)
2000 – 2009
- 2008
- [j2]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): 734-745 (2008) - [j1]Gerardo Minella, Rubén Ruiz, Michele Ciavotta:
A Review and Evaluation of Multiobjective Algorithms for the Flowshop Scheduling Problem. INFORMS J. Comput. 20(3): 451-471 (2008)
Coauthor Index
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