Michele Ciavotta

77 papers A* 2A 1B 5C 1Misc 5Journal 36Unranked 25
YearRankTypeTitle / Venue / Authors
2026 — conf
Optimizing Agentic AI Applications Under Budget Constraints.
ICPE Companion
Hamta Sedghani, Federica Filippini, Zahra Seyedi, Blerina Spahiu, Michele Ciavotta, Danilo Ardagna
2025 J jnl
Decentralized Edge Workload Forecasting With Gossip Learning.
IEEE Trans. Netw. Serv. Manag.
Alessandro Tundo, Federica Filippini, Francesco Regonesi, Michele Ciavotta, Marco Savi
2025 — conf
ML-Based Performance Modeling in Edge FaaS Systems.
ESOCC
Federica Filippini, Luca Cavenaghi, Nicolas Calmi, Marco Savi, Michele Ciavotta
2025 — conf
Multi-Agent Reinforcement Learning for Workload Distribution in FaaS-Edge Computing Systems.
IPDPS (Workshops)
Emanuele Petriglia, Federica Filippini, Michele Ciavotta, Marco Savi
2025 J jnl
Prompt2DAG: A Modular Methodology for LLM-Based Data Enrichment Pipeline Generation.
CoRR
Alidu Abubakari, Michele Ciavotta, Flavio De Paoli
2025 — conf
Prompt2DAG: A Modular Prompting Approach for Democratizing Data Pipeline Generation.
SSE
Alidu Abubakari, Michele Ciavotta, Flavio De Paoli
2025 — conf
SemT: A Framework for Enhancing Tabular Data Through Enrichment-as-a-Service.
ESOCC
Alidu Abubakari, Michele Ciavotta, Flavio De Paoli
2024 J jnl
A decomposition approach for multidimensional knapsacks with family-split penalties.
Int. Trans. Oper. Res.
Simona Mancini, Carlo Meloni, Michele Ciavotta
2024 J jnl
An interactive approach to semantic enrichment with geospatial data.
Data Knowl. Eng.
Flavio De Paoli, Michele Ciavotta, Roberto Avogadro, Emil Hristov, Milena Borukova, Dessislava Petrova-Antonova, Iva Krasteva
2024 — conf
Analysis and Evaluation of Load Management Strategies in a Decentralized FaaS Environment: A Simulation-Based Framework.
SEATED@HPDC
Federica Filippini, Nicolas Calmi, Luca Cavenaghi, Emanuele Petriglia, Marco Savi, Michele Ciavotta
2024 — conf
Comparing Actor-Critic and Neuroevolution Approaches for Traffic Offloading in FaaS-powered Edge Systems.
SEATED@HPDC
Emanuele Petriglia, Federica Filippini, Giacomo Pracucci, Marco Savi, Michele Ciavotta
2024 J jnl
DLGNet: Hyperedge Classification through Directed Line Graphs for Chemical Reactions.
CoRR
Stefano Fiorini, Giulia M. Bovolenta, Stefano Coniglio, Michele Ciavotta, Pietro Morerio, Michele Parrinello, Alessio Del Bue
2024 A* conf
Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs.
AAAI
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina
2024 — conf
LLM-Based DAG Creation for Data Enrichment Pipelines in SemT Framework.
ICSOC Workshops (1)
Alidu Abubakari, Michele Ciavotta, Flavio De Paoli
2024 J jnl
Let There be Direction in Hypergraph Neural Networks.
Trans. Mach. Learn. Res.
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Alessio Del Bue
2024 J jnl
WatchEDGE: Smart networking for distributed AI-based environmental control.
Comput. Networks
Guido Maier, Antonino Albanese, Michele Ciavotta, Nicola Ciulli, Stefano Giordano, Elisa Giusti, Alfredo Salvatore, Giovanni Schembra
2023 J jnl
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.
Federica Filippini, Marco Lattuada, Michele Ciavotta, Arezoo Jahani, Danilo Ardagna, Edoardo Amaldi
2023 B conf
Driving into Uncertainty: An Adversarial Generative Approach for Multivariate Scenario Generation.
IEEE Big Data
Michele Carbonera, Michele Ciavotta, Enza Messina
2023 — conf
Estimating Link Confidence for Human-in-the-Loop Table Annotation.
WI/IAT
Roberto Avogadro, Michele Ciavotta, Flavio De Paoli, Matteo Palmonari, Dumitru Roman
2023 B conf
Geospatial Enrichment of Urban Data for Advanced City Planning: a Pilot Study.
IEEE Big Data
Iva Krasteva, Dessislava Petrova-Antonova, Flavio De Paoli, Emil Popov Hristov, Milena Borukova, Michele Ciavotta, Roberto Avogadro
2023 J jnl
Graph Learning in 4D: a Quaternion-valued Laplacian to Enhance Spectral GCNs.
CoRR
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina
2023 B conf
On-Street Parking Prediction: A Comparative Study.
IEEE Big Data
Stefano Fiorini, Michele Ciavotta, Carlo Liberto, Gaetano Valenti
2023 A* conf
SigMaNet: One Laplacian to Rule Them All.
AAAI
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina
2022 J jnl
ABSTAT-HD: a scalable tool for profiling very large knowledge graphs.
VLDB J.
Renzo Arturo Alva Principe, Andrea Maurino, Matteo Palmonari, Michele Ciavotta, Blerina Spahiu
2022 J jnl
Architectural Design of Cloud Applications: A Performance-Aware Cost Minimization Approach.
IEEE Trans. Cloud Comput.
Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna, Elisabetta Di Nitto, Marco Lattuada, Marcos Aurélio Almeida da Silva
2022 J jnl
Listening to the City, Attentively: A Spatio-Temporal Attention-Boosted Autoencoder for the Short-Term Flow Prediction Problem.
Algorithms
Stefano Fiorini, Michele Ciavotta, Andrea Maurino
2022 J jnl
On the adoption of e-moped sharing systems.
EPJ Data Sci.
Stefano Fiorini, Michele Ciavotta, Sagar Joglekar, Sanja Scepanovic, Daniele Quercia
2022 — conf
Serverless Computing for NFV: Is it Worth it? A Performance Comparison Analysis.
PerCom Workshops
Marco Savi, Alessandro Banfi, Alessandro Tundo, Michele Ciavotta
2022 J jnl
SigMaNet: One Laplacian to Rule Them All.
CoRR
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina
2022 — ch.
Supporting Semantic Data Enrichment at Scale.
Technologies and Applications for Big Data Value
Michele Ciavotta, Vincenzo Cutrona, Flavio De Paoli, Nikolay Nikolov, Matteo Palmonari, Dumitru Roman
2022 A conf
Towards Self-Adaptive Peer-to-Peer Monitoring for Fog Environments.
SEAMS
Vera Colombo, Alessandro Tundo, Michele Ciavotta, Leonardo Mariani
2022 J jnl
Towards Self-Adaptive Peer-to-Peer Monitoring for Fog Environments.
CoRR
Vera Colombo, Alessandro Tundo, Michele Ciavotta, Leonardo Mariani
2021 J jnl
A Hierarchical Receding Horizon Algorithm for QoS-Driven Control of Multi-IaaS Applications.
IEEE Trans. Cloud Comput.
Danilo Ardagna, Michele Ciavotta, Riccardo Lancellotti, Michele Guerriero
2021 — conf
A multi-criteria algorithm for automatic detection of city communities.
ITSC
Stefano Fiorini, Michele Ciavotta, Andrea Maurino
2021 — conf
ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS.
FiCloud
Federica Filippini, Danilo Ardagna, Marco Lattuada, Edoardo Amaldi, Maciek Riedl, Katarzyna Materka, Pawel Skrzypek, Michele Ciavotta, Fabrizio Magugliani, Marco Cicala
2021 J jnl
ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS.
CoRR
Federica Filippini, Danilo Ardagna, Marco Lattuada, Edoardo Amaldi, Michele Ciavotta, Maciek Riedl, Katarzyna Materka, Pawel Skrzypek, Fabrizio Magugliani, Marco Cicala
2021 Misc conf
BEEO: Semantic Support forEvent-Based Data Analytics.
ISWC
Michele Ciavotta, Vincenzo Cutrona, Flavio De Paoli, Matteo Palmonari, Blerina Spahiu
2021 — conf
DFaaS: Decentralized Function-as-a-Service for Federated Edge Computing.
CloudNet
Michele Ciavotta, Davide Motterlini, Marco Savi, Alessandro Tundo
2021 J jnl
Listening to the city, attentively: A Spatio-Temporal Attention Boosted Autoencoder for the Short-Term Flow Prediction Problem.
CoRR
Stefano Fiorini, Michele Ciavotta, Andrea Maurino
2021 J jnl
Optimizing Quality-Aware Big Data Applications in the Cloud.
IEEE Trans. Cloud Comput.
Eugenio Gianniti, Michele Ciavotta, Danilo Ardagna
2021 J jnl
The Multiple Multidimensional Knapsack with Family-Split Penalties.
Eur. J. Oper. Res.
Simona Mancini, Michele Ciavotta, Carlo Meloni
2020 — conf
3D-CLoST: A CNN-LSTM Approach for Mobility Dynamics Prediction in Smart Cities.
IEEE BigData
Stefano Fiorini, Giorgio Pilotti, Michele Ciavotta, Andrea Maurino
2020 Misc conf
Hierarchical Scheduling in on-demand GPU-as-a-Service Systems.
SYNASC
Federica Filippini, Marco Lattuada, Arezoo Jahani, Michele Ciavotta, Danilo Ardagna, Edoardo Amaldi
2020 — ch.
Towards the Digital Factory: A Microservices-Based Middleware for Real-to-Digital Synchronization.
Microservices, Science and Engineering
Michele Ciavotta, Giovanni Dal Maso, Diego Rovere, Radostin Tsvetanov, Silvia Menato
2019 — conf
ASIA: a Tool for Assisted Semantic Interpretation and Annotation of Tabular Data.
ISWC (Satellites)
Vincenzo Cutrona, Michele Ciavotta, Flavio De Paoli, Matteo Palmonari
2019 — conf
HyperSpark: A Data-Intensive Programming Environment for Parallel Metaheuristics.
BigData Congress
Michele Ciavotta, Srdjan Krstic, Damian A. Tamburri, Willem-Jan van den Heuvel
2019 J jnl
On the composition and recommendation of multi-feature paths: a comprehensive approach.
GeoInformatica
Vincenzo Cutrona, Federico Bianchi, Michele Ciavotta, Andrea Maurino
2019 — conf
Optimizing on-demand GPUs in the Cloud for Deep Learning Applications Training.
ICCCS
Arezoo Jahani, Marco Lattuada, Michele Ciavotta, Danilo Ardagna, Edoardo Amaldi, Li Zhang
2018 J jnl
An optimization framework for the capacity allocation and admission control of MapReduce jobs in cloud systems.
J. Supercomput.
Marzieh Malekimajd, Danilo Ardagna, Michele Ciavotta, Eugenio Gianniti, Mauro Passacantando, Alessandro Maria Rizzi
2018 — conf
Data wrangling at scale: the experience of EW-shopp.
ECSA (Companion)
Nikolay Nikolov, Michele Ciavotta, Flavio De Paoli
2018 — conf
EW-Shopp Project: Supporting Event and Weather-Based Data Analytics and Marketing Along the Shopper Journey.
ESOCC Workshops
Matteo Palmonari, Michele Ciavotta, Flavio De Paoli, Aljaz Kosmerlj, Nikolay Nikolov
2018 J jnl
Enterprise applications cloud rightsizing through a joint benchmarking and optimization approach.
Future Gener. Comput. Syst.
Athanasia Evangelinou, Michele Ciavotta, Danilo Ardagna, Aliki Kopaneli, George Kousiouris, Theodora A. Varvarigou
2018 — conf
Interoperable meta model for simulation-in-the-loop.
ICPS
Michele Ciavotta, Andrea Bettoni, Gabriele Izzo
2018 — conf
Using historical and weather data for marketing and category management in ecommerce: the experience of EW-shopp.
ECSA (Companion)
David Creslovnik, Aljaz Kosmerlj, Michele Ciavotta
2017 B conf
A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce.
CCGrid
Eugenio Gianniti, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando
2017 J jnl
A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce.
CoRR
Eugenio Gianniti, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando
2017 J jnl
A mixed integer linear programming optimization approach for multi-cloud capacity allocation.
J. Syst. Softw.
Michele Ciavotta, Danilo Ardagna, Giovanni Paolo Gibilisco
2017 — conf
Capacity Allocation for Big Data Applications in the Cloud.
ICPE Companion
Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna
2017 J jnl
Generalized Nash Equilibria for the Service Provisioning Problem in Multi-Cloud Systems.
IEEE Trans. Serv. Comput.
Danilo Ardagna, Michele Ciavotta, Mauro Passacantando
2016 C conf
D-SPACE4Cloud: A Design Tool for Big Data Applications.
ICA3PP
Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna
2016 J jnl
D-SPACE4Cloud: A Design Tool for Big Data Applications.
CoRR
Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna
2016 J jnl
Palladio Optimization Suite: QoS optimization for component-based Cloud applications.
EAI Endorsed Trans. Cloud Syst.
Michele Ciavotta, Danilo Ardagna, Anne Koziolek
2015 — conf
A Joint Benchmark-Analytic Approach For Design-Time Assessment of Multi-Cloud Applications.
Cloud Forward
Athanasia Evangelinou, Michele Ciavotta, George Kousiouris, Danilo Ardagna
2015 Misc conf
A Model-Driven DevOps Framework for QoS-Aware Cloud Applications.
SYNASC
Michele Guerriero, Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna
2015 J jnl
Optimal Map Reduce Job Capacity Allocation in Cloud Systems.
SIGMETRICS Perform. Evaluation Rev.
Marzieh Malekimajd, Danilo Ardagna, Michele Ciavotta, Alessandro Maria Rizzi, Mauro Passacantando
2015 — conf
SPACE4Cloud: a DevOps environment for multi-cloud applications.
QUDOS@SIGSOFT FSE
Michele Guerriero, Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna
2014 B conf
A Multi-model Optimization Framework for the Model Driven Design of Cloud Applications.
SSBSE
Danilo Ardagna, Giovanni Paolo Gibilisco, Michele Ciavotta, Alexander Lavrentev
2014 Misc conf
A Receding Horizon Approach for the Runtime Management of IaaS Cloud Systems.
SYNASC
Danilo Ardagna, Michele Ciavotta, Riccardo Lancellotti
2014 J jnl
Issues about the Adoption of Formal Methods for Dependable Composition of Web Services.
Int. J. Syst. Serv. Oriented Eng.
Manuel Mazzara, Michele Ciavotta
2014 Misc conf
Optimal Capacity Allocation for Executing MapReduce Jobs in Cloud Systems.
SYNASC
Marzieh Malekimajd, Alessandro Maria Rizzi, Danilo Ardagna, Michele Ciavotta, Mauro Passacantando, Ali Movaghar
2014 J jnl
Quality-of-service in cloud computing: modeling techniques and their applications.
J. Internet Serv. Appl.
Danilo Ardagna, Giuliano Casale, Michele Ciavotta, Juan F. Pérez, Weikun Wang
2013 J jnl
Issues about the Adoption of Formal Methods for Dependable Composition of Web Services.
CoRR
Manuel Mazzara, Michele Ciavotta
2013 J jnl
Multi-objective sequence dependent setup times permutation flowshop: A new algorithm and a comprehensive study.
Eur. J. Oper. Res.
Michele Ciavotta, Gerardo Minella, Rubén Ruiz
2013 — conf
SPACE4CLOUD: a tool for system performance and costevaluation of cloud systems.
MultiCloud@ICPE
Davide Franceschelli, Danilo Ardagna, Michele Ciavotta, Elisabetta Di Nitto
2011 J jnl
Restarted Iterated Pareto Greedy algorithm for multi-objective flowshop scheduling problems.
Comput. Oper. Res.
Gerardo Minella, Rubén Ruiz, Michele Ciavotta
2008 J jnl
A Review and Evaluation of Multiobjective Algorithms for the Flowshop Scheduling Problem.
INFORMS J. Comput.
Gerardo Minella, Rubén Ruiz, Michele Ciavotta
2008 J jnl
A bi-objective coordination setup problem in a two-stage production system.
Eur. J. Oper. Res.
Michele Ciavotta, Paolo Detti, Carlo Meloni, Marco Pranzo