Publications

(2024). Special Issue on High Performance Services Computing and Internet Technologies. Elsevier.

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(2024). Teacher-Student Models for AI Vision at the Edge: A Car Parking Case Study. Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2024, Volume 4: VISAPP, Rome, Italy, February 27-29, 2024.

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(2024). Pro-active component image placement in Edge computing environments. Future Generation Computer Systems.

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(2023). SmartORC: smart orchestration of resources in the compute continuum. Frontiers in High Performance Computing.

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(2023). Innovation Potential of the ACCORDION Platform. Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge, FRAME@HPDC 2023, Orlando, FL, USA, 20 June 2023.

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(2023). GNOSIS: Proactive Image Placement Using Graph Neural Networks & Deep Reinforcement Learning. 16th IEEE International Conference on Cloud Computing, CLOUD 2023, Chicago, IL, USA, July 2-8, 2023.

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(2023). EDGELESS Project: On the Road to Serverless Edge AI. Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge, FRAME@HPDC 2023, Orlando, FL, USA, 20 June 2023.

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(2023). DATA7: A Dataset for Assessing Resource and Application Management Solutions at the Edge. Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge, FRAME@HPDC 2023, Orlando, FL, USA, 20 June 2023.

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(2023). A Proposal for a Continuum-aware Programming Model: From Workflows to Services Autonomously Interacting in the Compute Continuum. 47th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2023, Torino, Italy, June 26-30, 2023.

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(2022). Understanding evolution of maritime networks from automatic identification system data. GeoInformatica.

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(2022). Network Measurements with Function-as-a-Service for Distributed Low-latency Edge Applications. FRAME@HPDC 2022: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge, Minneapolis, MN, USA, 1 July 2022.

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(2022). NAVIGATOR: an Italian regional imaging biobank to promote precision medicine for oncologic patients. European Radiology Experimental.

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(2022). Energy and QoE aware Placement of Applications and Data at the Edge. Proceedings of the 30th Italian Symposium on Advanced Database Systems, SEBD 2022, Tirrenia (PI), Italy, June 19-22, 2022.

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(2022). Decentralized Federated Learning and Network Topologies: an Empirical Study on Convergence. Proceedings of the 30th Italian Symposium on Advanced Database Systems, SEBD 2022, Tirrenia (PI), Italy, June 19-22, 2022.

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(2022). Data Models for an Imaging Bio-bank for Colorectal, Prostate and Gastric Cancer: the NAVIGATOR Project. IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2022, Ioannina, Greece, September 27-30, 2022.

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(2022). A Topological Perspective of Port Networks From Three Years (2017-2019) of AIS Data. Proceedings of the 30th Italian Symposium on Advanced Database Systems, SEBD 2022, Tirrenia (PI), Italy, June 19-22, 2022.

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(2022). A Novel Approach to Distributed Model Aggregation using Apache Kafka. FRAME@HPDC 2022: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge, Minneapolis, MN, USA, 1 July 2022.

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(2022). A Mathematical Model for Latency Constrained Self-Organizing Application Placement in the Edge. FRAME@HPDC 2022: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge, Minneapolis, MN, USA, 1 July 2022.

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(2022). A Federated Cloud Solution for Transnational Mobility Data Sharing. Proceedings of the 30th Italian Symposium on Advanced Database Systems, SEBD 2022, Tirrenia (PI), Italy, June 19-22, 2022.

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(2021). TEACHING-Trustworthy autonomous cyber-physical applications through human-centred intelligence. 2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS).

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(2021). Self-organizing Energy-Minimization Placement of QoE-Constrained Services at the Edge. International Conference on the Economics of Grids, Clouds, Systems, and Services.

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(2021). Impact of Network Topology on the Convergence of Decentralized Federated Learning Systems. 2021 IEEE Symposium on Computers and Communications (ISCC).

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(2020). Uncovering vessel movement patterns from AIS data with graph evolution analysis.. EDBT/ICDT Workshops.

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(2020). Latency preserving self-optimizing placement at the edge. Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge.

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(2020). Inter-operability and Orchestration in Heterogeneous Cloud/Edge Resources: The ACCORDION Vision. Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge.

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(2020). Cloud and Data Federation in MobiDataLab. Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge.

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(2020). An Osmotic Ecosystem for Data Streaming Applications in Smart Cities. Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge.

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(2019). POLAr: Geographic Placement Optimization for Latency Sensitive Applications. 20th IEEE International Conference on Mobile Data Management (MDM 2019).

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(2019). La radiomica come elemento fondante della medicina di precisione in ambito oncologico. Ital-IA: primo Convegno Nazionale CINI sull’Intelligenza Artificiale.

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(2019). La manutenzione predittiva nel Progetto CompTo-NM: ottimizzare lo sviluppo di un dispositivo innovativo di imaging biomedicale ibrido. Ital-IA: primo Convegno Nazionale CINI sull’Intelligenza Artificiale.

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(2019). BASMATI WiFi Localization Dataset.

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(2019). Area of Interest Management in Massively Multiplayer Online Games. Encyclopedia of Computer Graphics and Games.

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(2019). Analytics Everywhere: generating insights from the Internet of Things. IEEE Access.

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(2019). Analysis of Movement Features in Multiplayer Online Battle Arenas. Journal of Grid Computing.

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(2019). An HVAC Regulation Architecture for Smart BuildingBased on Weather Forecast. Economics of Grids, Clouds, Systems, and Services.

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(2018). Model driven generation of mobility traces for distributed virtual environments with TRACE. Concurrency and Computation: Practice and Experience.

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(2018). Economics of Grids, Clouds, Systems, and Services 15th International Conference, GECON 2018, Pisa, Italy, September 18–20, 2018, Proceedings. Springer.

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(2018). BASMATI: Cloud Brokerage Across Borders for Mobile Users and Applications. Advances in Service-Oriented and Cloud Computing.

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(2018). BASMATI - D3.5 Server- and Client-side Applications Adaptation and Reconfiguration: Design and Specification.

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(2018). BASMATI - D2.3 Global Architecture Design.

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(2018). A Spatial Analysis of Multiplayer Online Battle Arena Mobility Traces. Euro-Par 2017: Parallel Processing Workshops.

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(2017). Fast Connected Components Computation in Large Graphs by Vertex Pruning. IEEE Transactions on Parallel and Distributed Systems.

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(2017). TRACE: Generating Traces from Mobility Models for Distributed Virtual Environments. Euro-Par 2016: Parallel Processing Workshops.

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(2017). Toward Decentralised Consensus and Offloading for Area Coverage in a Fleet of Drones. International Conference on Wireless and Satellite Systems.

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(2017). TELOS: An Approach for Distributed Graph Processing Based on Overlay Composition. Scalable Computing: Practice and Experience.

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(2017). QoS-aware genetic Cloud Brokering. Future Generation Computer Systems.

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(2017). Monitoring compliance with standards of care for chronic diseases using healthcare administrative databases in Italy: Strengths and limitations. PloS one.

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(2017). IMECCHI-DATANETWORK: empowering knowledge generation through international data network. *Conference Proceedings for International Population Data Linkage Conference 2016 *.

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(2017). Dynamic Resource Selection in Cloud Service Broker. High Performance Computing & Simulation (HPCS), 2017 International Conference on.

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(2017). BASMATI: An Architecture for Managing Cloud and Edge Resources for Mobile Users. International Conference on the Economics of Grids, Clouds, Systems, and Services (GECON).

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(2017). BASMATI - D2.2 Use Case Analysis.

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(2017). BASMATI - D2.1 State of the art and Requirements Analysis.

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(2017). An edge-fog-cloud platform for anticipatory learning process designed for Internet of Mobile Things. arXiv preprint arXiv:1711.09745.

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(2017). A prediction-based distributed tracking protocol for video surveillance. Networking, Sensing and Control (ICNSC), 2017 IEEE 14th International Conference on.

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(2016). Reliably Estimating Adherence to Therapy in Chronic Patients from Italian Administrative Databases. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY.

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(2016). Self-Optimising Decentralised Service Placement in Heterogeneous Cloud Federation. Self-Adaptive and Self-Organizing Systems (SASO), 2016 IEEE 10th International Conference on.

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(2016). ProgettISTI 2016.

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(2016). DRAGON: Multidimensional Range Queries on Distributed Aggregation Trees. Future Generation Computer Systems.

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(2016). Distributed graph processing: an approach based on overlay composition. Proceedings of the 31st Annual ACM Symposium on Applied Computing.

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(2016). Challenges to be addressed for realising an Ephemeral Cloud Federation. arXiv preprint arXiv:1610.07371.

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(2016). Big Data Research in Italy: A Perspective. Engineering.

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(2016). BASMATI-A Brokerage Architecture on Federated Clouds for Mobile Applications.

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(2016). A Holistic Approach for High-level Programming of Next-generation Data-intensive Applications Targeting Distributed Heterogeneous Computing Environment. 2nd International Conference on Cloud Forward: From Distributed to Complete Computing.

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(2015). Identifying Chronic Conditions from Data Sources with Incomplete Diagnostic Information: The Case of Italian Administrative Databases. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY.

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(2015). Static and Dynamic Big Data Partitioning on Apache Spark. Proceedings of the International Conference on Parallel Computing (PARCO).

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(2015). Layered Thinking in Vertex Centric Computations. ERCIM News.

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(2015). Integrating peer-to-peer and cloud computing for massively multiuser online games. Peer-to-Peer Networking and Applications.

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(2015). Integrating centralized and peer-to-peer architectures to support interest management in massively multiplayer on-line games. Concurrency and Computation: Practice and Experience.

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(2015). Distributed Current Flow Betweenness Centrality. 2015 IEEE Ninth International Conference on Self-Adaptive and Self-Organizing Systems (SASO), Cambridge, USA.

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(2015). Cracker: Crumbling large graphs into connected components. 2015 IEEE Symposium on Computers and Communication (ISCC).

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(2015). Community Discovery for Interest Management in DVEs: A Case Study. Euro-Par 2015: Parallel Processing Workshops.

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(2015). AOI-cast in distributed virtual environments: an approach based on delay tolerant reverse compass routing. Concurrency and Computation: Practice and Experience.

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(2015). A Multi-Layer Framework for Graph Processing via Overlay Composition. Euro-Par 2015: Parallel Processing Workshops.

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(2014). Usage Control in Cloud Federations. Cloud Engineering (IC2E), 2014 IEEE International Conference on.

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(2014). Toward Community-Driven Interest Management for Distributed Virtual Environment. Euro-Par 2013: Parallel Processing Workshops.

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(2014). QBROKAGE: A Genetic Approach for QoS Cloud Brokering. Cloud Computing (CLOUD), 2014 IEEE 7th International Conference on.

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(2014). Balanced Graph Partitioning with Apache Spark. Euro-Par 2014: Parallel Processing Workshops.

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(2014). An OVF toolkit supporting Inter-Cloud application splitting. Cloud Networking (CloudNet), 2014 IEEE 3rd International Conference on.

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(2013). Smart cloud federation simulations with CloudSim. Proceedings of the first ACM workshop on Optimization techniques for resources management in clouds.

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(2013). Flexible load distribution for hybrid distributed virtual environments. Future Generation Computer Systems.

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(2013). Epeerdemics: A Peer-to-Peer Simulator Targeting Epidemic-Based Protocols. ERCIM News.

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(2013). Combining peer-to-peer and cloud computing for large scale on-line games. ACM SIGMultimedia Records.

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(2012). Reducing Server Load in MMOG via P2P Gossip. Network and Systems Support for Games (NetGames), 2012 11th Annual Workshop on.

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(2012). Distributed Virtual Environments: From Client Server to P2P Architectures. International Conference on High Performance Computing and Simulation (HPCS).

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(2011). Probabilistic Dropping in Push and Pull Dissemination over Distributed Hash Tables. Proceedings of the 11th International Conference on Computer and Information Technology (CIT).

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(2011). Evaluating compass routing based AOI-cast by MOGs mobility models. Proceedings of the 4th International Conference on Simulation Tools and Techniques.

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(2011). CONTRAIL - Architecture design and QoS constraints matching algorithms in Federations.

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(2011). Cloud Federations in Contrail. Euro-Par 2011: Parallel Processing Workshops.

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(2011). AOI-cast by Compass Routing in Delaunay Based DVE Overlays. *International Conference on High Performance Computing and Simulation (HPCS) *.

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(2010). Reducing Traffic in DHT-based Discovery Protocols for Dynamic Resources. Grids, P2P and Services Computing.

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(2010). Integration of P2P and Clouds to Support Massively Multiuser Virtual Environments. Proceedings of the 9th Annual Workshop on Network and Systems Support for Games (NetGames).

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(2010). Emission Computed Tomography with XtreemOS. First Prize Award at XtreemOS First computing challenge co-located with EuroPAR2010.

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(2009). XtreemOS, an Open-Source Grid Operating System Targeting the Future Internet. III Conferenza Italiana sul Software Libero.

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(2009). Service and Resource Discovery Supports over P2P Overlays. International Conference on Ultra Modern Telecommunications, (ICUMT).

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