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2020 – today

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2024
[j14]
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Antonios Makris, Evangelos Psomakelis, Emanuele Carlini, Matteo Mordacchini, Theodoros Theodoropoulos, Patrizio Dazzi, Konstantinos Tserpes:
Pro-active component image placement in Edge computing environments. Future Gener. Comput. Syst. 157: 344-359 (2024)
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Emanuele Carlini, Patrizio Dazzi, Antonios Makris, Matteo Mordacchini, Theodoros Theodoropoulos, Konstantinos Tserpes:
Efficient Application Image Management in the Compute Continuum: A Vertex Cover Approach Based on the Think-Like-A-Vertex Paradigm. CLOUD 2024: 399-403
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Patrizio Dazzi, Luca Ferrucci, Marco Danelutto, Konstantinos Tserpes, Antonios Makris, Theodoros Theodoropoulos, Jacopo Massa, Emanuele Carlini, Matteo Mordacchini:
Urgent Edge Computing. FRAME@HPDC 2024
[c59]
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Antonios Makris, Emmanouil Maragkoudakis, Ioannis Kontopoulos, Theodoros Theodoropoulos, Ioannis Korontanis, Emanuele Carlini, Matteo Mordacchini, Patrizio Dazzi, Theodora A. Varvarigou:
Optimizing Resource Allocation in the Edge: A Minimum Weighted Vertex Cover Approach. FRAME@HPDC 2024
[c58]
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Emanuele Carlini, Patrizio Dazzi, Luca Ferrucci, Jacopo Massa, Matteo Mordacchini:
Marginal Cost of Computation as a Collaborative Strategy for Resource Management at the Edge. GECON 2024: 15-27
[c57]
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Nelson A. R. A. Passos, Emanuele Carlini, Salvatore Trani:
Deep Community Detection in Attributed Temporal Graphs: Experimental Evaluation of Current Approaches. GNNet@CoNEXT 2024: 1-6
[c56]
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Claudio Cicconetti, Emanuele Carlini, Raphael Hetzel, Richard Mortier, Antonio Paradell, Markus Sauer:
EDGELESS: A Software Architecture for Stateful FaaS at the Edge. HPDC 2024: 393-396
[c55]
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Mbasa Joaquim Molo, Lucia Vadicamo, Emanuele Carlini, Claudio Gennaro, Richard Connor:
Information Dissimilarity Measures in Decentralized Knowledge Distillation: A Comparative Analysis. SISAP 2024: 140-154
[c54]
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Mbasa Joaquim Molo, Emanuele Carlini, Luca Ciampi, Claudio Gennaro, Lucia Vadicamo:
Teacher-Student Models for AI Vision at the Edge: A Car Parking Case Study. VISIGRAPP (4): VISAPP 2024: 508-515
[e2]
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Alessia Antelmi, Emanuele Carlini, Patrizio Dazzi:
Proceedings of the 2nd Special Track on Big Data and High-Performance Computing (BigHPC 2024) co-located with the 3rd Italian Conference on Big Data and Data Science (ITADATA 2024), Pisa, Italy, September 17-19, 2024. CEUR Workshop Proceedings 3785, CEUR-WS.org 2024 [contents]
[i11]
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Patrizio Dazzi, Luca Ferrucci, Marco Danelutto, Konstantinos Tserpes, Antonios Makris, Theodoros Theodoropoulos, Jacopo Massa, Emanuele Carlini, Matteo Mordacchini:
Urgent Edge Computing. CoRR abs/2404.13411 (2024)
[i10]
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Antonios Makris, Theodoros Theodoropoulos, Evangelos Psomakelis, Emanuele Carlini, Matteo Mordacchini, Patrizio Dazzi, Konstantinos Tserpes:
Graph Neural Networks and Reinforcement Learning for Proactive Application Image Placement. CoRR abs/2407.00007 (2024)
[i9]
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Emanuele Carlini, Domenico Di Gangi, Vinicius Monteiro de Lira, Hanna Kavalionak, Gabriel Spadon, Amílcar Soares Júnior:
ImPORTance - Machine Learning-Driven Analysis of Global Port Significance and Network Dynamics for Improved Operational Efficiency. CoRR abs/2407.09571 (2024)
[i8]
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  - journals/corr/abs-2412-17484
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Francesco Lettich, Emanuele Carlini, Franco Maria Nardini, Raffaele Perego, Salvatore Trani:
Power- and Fragmentation-aware Online Scheduling for GPU Datacenters. CoRR abs/2412.17484 (2024)
2023
[c53]
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Theodoros Theodoropoulos, Antonios Makris, Evangelos Psomakelis, Emanuele Carlini, Matteo Mordacchini, Patrizio Dazzi, Konstantinos Tserpes:
GNOSIS: Proactive Image Placement Using Graph Neural Networks & Deep Reinforcement Learning. CLOUD 2023: 120-128
[c52]
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Marco Aldinucci, Robert Birke, Antonio Brogi, Emanuele Carlini, Massimo Coppola, Marco Danelutto, Patrizio Dazzi, Luca Ferrucci, Stefano Forti, Hanna Kavalionak, Gabriele Mencagli, Matteo Mordacchini, Marcelo Pasin, Federica Paganelli, Massimo Torquati:
A Proposal for a Continuum-aware Programming Model: From Workflows to Services Autonomously Interacting in the Compute Continuum. COMPSAC 2023: 1852-1857
[c51]
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Emanuele Carlini, Massimo Coppola, Patrizio Dazzi, Luca Ferrucci, Hanna Kavalionak, Matteo Mordacchini:
DATA7: A Dataset for Assessing Resource and Application Management Solutions at the Edge. FRAME@HPDC 2023: 3-6
[c50]
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Emanuele Carlini, Patrizio Dazzi, Konstantinos Tserpes, Lorenzo Blasi, Marco Di Girolamo, Dariusz Dober:
Innovation Potential of the ACCORDION Platform. FRAME@HPDC 2023: 33-35
[c49]
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Claudio Cicconetti, Emanuele Carlini, Antonio Paradell:
EDGELESS Project: On the Road to Serverless Edge AI. FRAME@HPDC 2023: 41-43
2022
[j13]
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  - journals/geoinformatica/CarliniLSEBM22
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Emanuele Carlini, Vinicius Monteiro de Lira, Amílcar Soares, Mohammad Etemad, Bruno Brandoli, Stan Matwin:
Understanding evolution of maritime networks from automatic identification system data. GeoInformatica 26(3): 479-503 (2022)
[c48]
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Andrea Berti, Gianluca Carloni, Sara Colantonio, Maria Antonietta Pascali, Paolo Manghi, Pasquale Pagano, Rossana Buongiorno, Eva Pachetti, Claudia Caudai, Domenico Di Gangi, Emanuele Carlini, Zeno Falaschi, Esther Ciarrocchi, Emanuele Neri, Elena Bertelli, Vittorio Miele, Roberto Carpi, Giulio Bagnacci, Nunzia Di Meglio, M. Antonietta Mazzei, Andrea Barucci:
Data Models for an Imaging Bio-bank for Colorectal, Prostate and Gastric Cancer: the NAVIGATOR Project. BHI 2022: 1-4
[c47]
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Emanuele Carlini, Hanna Kavalionak, Patrizio Dazzi, Luca Ferrucci, Massimo Coppola, Matteo Mordacchini:
Network Measurements with Function-as-a-Service for Distributed Low-latency Edge Applications. FRAME@HPDC 2022: 25-28
[c46]
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Matteo Mordacchini, Emanuele Carlini, Patrizio Dazzi:
A Mathematical Model for Latency Constrained Self-Organizing Application Placement in the Edge. FRAME@HPDC 2022: 29-32
[c45]
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Saira Bano, Emanuele Carlini, Pietro Cassarà, Massimo Coppola, Patrizio Dazzi, Alberto Gotta:
A Novel Approach to Distributed Model Aggregation using Apache Kafka. FRAME@HPDC 2022: 33-36
[c44]
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Matteo Mordacchini, Luca Ferrucci, Emanuele Carlini, Hanna Kavalionak, Massimo Coppola, Patrizio Dazzi:
Energy and QoE aware Placement of Applications and Data at the Edge. SEBD 2022: 109-116
[c43]
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Emanuele Carlini, Vinicius Monteiro de Lira, Amílcar Soares, Mohammad Etemad, Bruno Brandoli, Stan Matwin:
A Topological Perspective of Port Networks From Three Years (2017-2019) of AIS Data. SEBD 2022: 268-275
[c42]
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Hanna Kavalionak, Emanuele Carlini, Patrizio Dazzi, Luca Ferrucci, Matteo Mordacchini, Massimo Coppola:
Decentralized Federated Learning and Network Topologies: an Empirical Study on Convergence. SEBD 2022: 317-324
[c41]
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Emanuele Carlini, Thierry Chevalier, Patrizio Dazzi, Francesco Lettich, Raffaele Perego, Chiara Renso, Salvatore Trani:
A Federated Cloud Solution for Transnational Mobility Data Sharing. SEBD 2022: 586-592
2021
[c40]
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  - conf/coins/BacciuAABBCCCCC21
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Davide Bacciu, Siranush Akarmazyan, Eric Armengaud, Manlio Bacco, George Bravos, Calogero Calandra, Emanuele Carlini, Antonio Carta, Pietro Cassarà, Massimo Coppola, Charalampos Davalas, Patrizio Dazzi, Maria Carmela De Gennaro, Daniele Di Sarli, Jürgen Dobaj, Claudio Gallicchio, Sylvain Girbal, Alberto Gotta, Riccardo Groppo, Vincenzo Lomonaco, Georg Macher, Daniele Mazzei, Gabriele Mencagli, Dimitrios Michail, Alessio Micheli, Roberta Peroglio, Salvatore Petroni, Rosaria Potenza, Farank Pourdanesh, Christos Sardianos, Konstantinos Tserpes, Fulvio Tagliabo, Jakob Valtl, Iraklis Varlamis, Omar Veledar:
TEACHING - Trustworthy autonomous cyber-physical applications through human-centred intelligence. COINS 2021: 1-6
[c39]
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Matteo Mordacchini, Luca Ferrucci, Emanuele Carlini, Hanna Kavalionak, Massimo Coppola, Patrizio Dazzi:
Self-organizing Energy-Minimization Placement of QoE-Constrained Services at the Edge. GECON 2021: 133-142
[c38]
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Luca Ferrucci, Matteo Mordacchini, Massimo Coppola, Emanuele Carlini, Hanna Kavalionak, Patrizio Dazzi:
Latency Preserving Self-optimizing Placement at the Edge. FRAME@HPDC 2021: 3-8
[c37]
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Ioannis Korontanis, Konstantinos Tserpes, Maria Pateraki, Lorenzo Blasi, John Violos, Ferran Diego, Eduard Marin, Nicolas Kourtellis, Massimo Coppola, Emanuele Carlini, Zbyszek Ledwon, Przemyslaw Tarkowski, Thomas Loven, Yago González Rozas, Mike Kentros, Michael Dodis, Patrizio Dazzi:
Inter-operability and Orchestration in Heterogeneous Cloud/Edge Resources: The ACCORDION Vision. FRAME@HPDC 2021: 9-14
[c36]
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Emanuele Carlini, Lorenzo Carnevale, Massimo Coppola, Patrizio Dazzi, Gabriele Mencagli, Domenico Talia, Massimo Villari:
An Osmotic Ecosystem for Data Streaming Applications in Smart Cities. FRAME@HPDC 2021: 27-31
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Emanuele Carlini, Patrizio Dazzi, Francesco Lettich, Raffaele Perego, Chiara Renso:
Cloud and Data Federation in MobiDataLab. FRAME@HPDC 2021: 39-40
[c34]
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Hanna Kavalionak, Emanuele Carlini, Patrizio Dazzi, Luca Ferrucci, Matteo Mordacchini, Massimo Coppola:
Impact of Network Topology on the Convergence of Decentralized Federated Learning Systems. ISCC 2021: 1-6
[i7]
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  - journals/corr/abs-2107-06543
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Davide Bacciu, Siranush Akarmazyan, Eric Armengaud, Manlio Bacco, George Bravos, Calogero Calandra, Emanuele Carlini, Antonio Carta, Pietro Cassarà, Massimo Coppola, Charalampos Davalas, Patrizio Dazzi, Maria Carmela De Gennaro, Daniele Di Sarli, Jürgen Dobaj, Claudio Gallicchio, Sylvain Girbal, Alberto Gotta, Riccardo Groppo, Vincenzo Lomonaco, Georg Macher, Daniele Mazzei, Gabriele Mencagli, Dimitrios Michail, Alessio Micheli, Roberta Peroglio, Salvatore Petroni, Rosaria Potenza, Farank Pourdanesh, Christos Sardianos, Konstantinos Tserpes, Fulvio Tagliabo, Jakob Valtl, Iraklis Varlamis, Omar Veledar:
TEACHING - Trustworthy autonomous cyber-physical applications through human-centred intelligence. CoRR abs/2107.06543 (2021)
[i6]
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Emanuele Carlini, Patrizio Dazzi, Luca Ferrucci, Matteo Mordacchini:
Efficient Resources Distribution for an Ephemeral Cloud/Edge continuum. CoRR abs/2107.07195 (2021)
2020
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Konstantinos Tserpes, Patrizio Dazzi, Emanuele Carlini, Massimo Coppola, Dimitrios Zissis:
Special Issue on High Performance Services Computing and Internet Technologies. Future Gener. Comput. Syst. 109: 642-643 (2020)
[c33]
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Emanuele Carlini, Vinicius Monteiro de Lira, Amílcar Soares Júnior, Mohammad Etemad, Bruno Brandoli Machado, Stan Matwin:
Uncovering vessel movement patterns from AIS data with graph evolution analysis. EDBT/ICDT Workshops 2020

2010 – 2019

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2019
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Hung Cao, Monica Wachowicz, Chiara Renso, Emanuele Carlini:
Analytics Everywhere: Generating Insights From the Internet of Things. IEEE Access 7: 71749-71769 (2019)
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Emanuele Carlini, Alessandro Lulli:
Analysis of Movement Features in Multiplayer Online Battle Arenas. J. Grid Comput. 17(1): 45-57 (2019)
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Vinicius Monteiro de Lira, Emanuele Carlini, Patrizio Dazzi:
POLAr: Geographic Placement Optimization for Latency Sensitive Applications. MDM 2019: 361-362
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Massimo Coppola, Emanuele Carlini, Daniele D'Agostino, Jörn Altmann, José Ángel Bañares:
Economics of Grids, Clouds, Systems, and Services - 15th International Conference, GECON 2018, Pisa, Italy, September 18-20, 2018, Proceedings. Lecture Notes in Computer Science 11113, Springer 2019, ISBN 978-3-030-13341-2 [contents]
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Laura Ricci, Emanuele Carlini:
Area of Interest Management in Massively Multiplayer Online Games. Encyclopedia of Computer Graphics and Games 2019
2018
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Emanuele Carlini, Alessandro Lulli, Laura Ricci:
Model driven generation of mobility traces for distributed virtual environments with TRACE. Concurr. Comput. Pract. Exp. 30(20) (2018)
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Hanna Kavalionak, Emanuele Carlini:
An HVAC Regulation Architecture for Smart Building Based on Weather Forecast. GECON 2018: 92-103
2017
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Gaetano F. Anastasi, Emanuele Carlini, Massimo Coppola, Patrizio Dazzi:
QoS-aware genetic Cloud Brokering. Future Gener. Comput. Syst. 75: 1-13 (2017)
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Patrizio Dazzi, Emanuele Carlini, Alessandro Lulli, Laura Ricci:
TELOS: An Approach for Distributed Graph Processing Based on Overlay Composition. Scalable Comput. Pract. Exp. 18(1): 35-49 (2017)
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Alessandro Lulli, Emanuele Carlini, Patrizio Dazzi, Claudio Lucchese, Laura Ricci:
Fast Connected Components Computation in Large Graphs by Vertex Pruning. IEEE Trans. Parallel Distributed Syst. 28(3): 760-773 (2017)
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Emanuele Carlini, Massimo Coppola, Patrizio Dazzi, Konstantinos Tserpes, John Violos, Young-Woo Jung, Ganis Zulfa Santoso, Jörn Altmann, Jamie Marshall, Enric Pages, Myoungjin Kim:
BASMATI: Cloud Brokerage Across Borders for Mobile Users and Applications. ESOCC Workshops 2017: 181-186
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Emanuele Carlini, Alessandro Lulli:
A Spatial Analysis of Multiplayer Online Battle Arena Mobility Traces. Euro-Par Workshops 2017: 496-506
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Jörn Altmann, Baseem Al-athwari, Emanuele Carlini, Massimo Coppola, Patrizio Dazzi, Ana Juan Ferrer, Netsanet Haile, Young-Woo Jung, Jamie Marshall, Enric Pages, Evangelos Psomakelis, Ganis Zulfa Santoso, Konstantinos Tserpes, John Violos:
BASMATI: An Architecture for Managing Cloud and Edge Resources for Mobile Users. GECON 2017: 56-66
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Hanna Kavalionak, Emanuele Carlini, Alessandro Lulli, Claudio Gennaro, Giuseppe Amato, Carlo Meghini, Laura Ricci:
A prediction-based distributed tracking protocol for video surveillance. ICNSC 2017: 140-145
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Ganis Zulfa Santoso, Young-Woo Jung, Seong-Woo Seok, Emanuele Carlini, Patrizio Dazzi, Jörn Altmann, John Violos, Jamie Marshall:
Dynamic Resource Selection in Cloud Service Broker. HPCS 2017: 233-235
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Hanna Kavalionak, Emanuele Carlini, Pietro Cassarà, Carlo Meghini:
Toward Decentralised Consensus and Offloading for Area Coverage in a Fleet of Drones. WISATS 2017: 96-105
[i5]
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Hung Cao, Monica Wachowicz, Chiara Renso, Emanuele Carlini:
An edge-fog-cloud platform for anticipatory learning process designed for Internet of Mobile Things. CoRR abs/1711.09745 (2017)
2016
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Emanuele Carlini, Alessandro Lulli, Laura Ricci:
dragon: Multidimensional range queries on distributed aggregation trees. Future Gener. Comput. Syst. 55: 101-115 (2016)
[c24]
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Emanuele Carlini, Patrizio Dazzi, Matteo Mordacchini:
A Holistic Approach for High-level Programming of Next-generation Data-intensive Applications Targeting Distributed Heterogeneous Computing Environment. Cloud Forward 2016: 131-134
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Emanuele Carlini, Alessandro Lulli, Laura Ricci:
TRACE: Generating Traces from Mobility Models for Distributed Virtual Environments. Euro-Par Workshops 2016: 272-283
[c22]
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Emanuele Carlini, Patrizio Dazzi, Alessandro Lulli, Laura Ricci:
Distributed graph processing: an approach based on overlay composition. SAC 2016: 1912-1917
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Emanuele Carlini, Massimo Coppola, Patrizio Dazzi, Matteo Mordacchini, Andrea Passarella:
Self-Optimising Decentralised Service Placement in Heterogeneous Cloud Federation. SASO 2016: 110-119
[i4]
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Emanuele Carlini, Massimo Coppola, Patrizio Dazzi, Matteo Mordacchini:
Challenges to be addressed for realising an Ephemeral Cloud Federation. CoRR abs/1610.07371 (2016)
2015
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Laura Ricci, Luca Genovali, Emanuele Carlini, Massimo Coppola:
AOI-cast in distributed virtual environments: an approach based on delay tolerant reverse compass routing. Concurr. Comput. Pract. Exp. 27(9): 2329-2350 (2015)
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Emanuele Carlini, Laura Ricci, Massimo Coppola:
Integrating centralized and peer-to-peer architectures to support interest management in massively multiplayer on-line games. Concurr. Comput. Pract. Exp. 27(13): 3362-3382 (2015)
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Hanna Kavalionak, Emanuele Carlini, Laura Ricci, Alberto Montresor, Massimo Coppola:
Integrating peer-to-peer and cloud computing for massively multiuser online games. Peer-to-Peer Netw. Appl. 8(2): 301-319 (2015)
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Emanuele Carlini, Patrizio Dazzi, Matteo Mordacchini, Alessandro Lulli, Laura Ricci:
Community Discovery for Interest Management in DVEs: A Case Study. Euro-Par Workshops 2015: 273-285
[c19]
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Alessandro Lulli, Patrizio Dazzi, Laura Ricci, Emanuele Carlini:
A Multi-layer Framework for Graph Processing via Overlay Composition. Euro-Par Workshops 2015: 515-527
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Alessandro Lulli, Laura Ricci, Emanuele Carlini, Patrizio Dazzi, Claudio Lucchese:
Cracker: Crumbling large graphs into connected components. ISCC 2015: 574-581
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Massimiliano Bertolucci, Emanuele Carlini, Patrizio Dazzi, Alessandro Lulli, Laura Ricci:
Static and Dynamic Big Data Partitioning on Apache Spark. PARCO 2015: 489-498
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Alessandro Lulli, Laura Ricci, Emanuele Carlini, Patrizio Dazzi:
Distributed Current Flow Betweenness Centrality. SASO 2015: 71-80
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Emanuele Carlini:
Combining Peer-to-Peer and Cloud Computing for Large Scale On-line Games. CoRR abs/1510.08940 (2015)
[i2]
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Emanuele Carlini, Patrizio Dazzi, Alessandro Lulli, Laura Ricci:
Layered Thinking in Vertex Centric Computations. ERCIM News 2015(102) (2015)
2014
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Gaetano F. Anastasi, Emanuele Carlini, Massimo Coppola, Patrizio Dazzi:
QBROKAGE: A Genetic Approach for QoS Cloud Brokering. IEEE CLOUD 2014: 304-311
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Gaetano F. Anastasi, Emanuele Carlini, Massimo Coppola, Patrizio Dazzi, Marco Distefano:
An OVF toolkit supporting Inter-Cloud application splitting. CloudNet 2014: 96-101
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Emanuele Carlini, Patrizio Dazzi, Andrea Esposito, Alessandro Lulli, Laura Ricci:
Balanced Graph Partitioning with Apache Spark. Euro-Par Workshops (1) 2014: 129-140
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Gaetano F. Anastasi, Emanuele Carlini, Massimo Coppola, Patrizio Dazzi, Aliaksandr Lazouski, Fabio Martinelli, Gaetano Mancini, Paolo Mori:
Usage Control in Cloud Federations. IC2E 2014: 141-146
2013
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Emanuele Carlini, Laura Ricci, Massimo Coppola:
Flexible load distribution for hybrid distributed virtual environments. Future Gener. Comput. Syst. 29(6): 1561-1572 (2013)
[c11]
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Emanuele Carlini, Patrizio Dazzi, Matteo Mordacchini, Laura Ricci:
Toward Community-Driven Interest Management for Distributed Virtual Environment. Euro-Par Workshops 2013: 363-373
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Gaetano F. Anastasi, Emanuele Carlini, Patrizio Dazzi:
Smart cloud federation simulations with CloudSim. ORMaCloud 2013: 9-16
[i1]
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Patrizio Dazzi, Emanuele Carlini:
Epeerdemics: A Peer-to-Peer Simulator Targeting Epidemic-Based Protocols. ERCIM News 2013(92) (2013)
2012
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Laura Ricci, Emanuele Carlini:
Distributed Virtual Environments: From client server to cloud and P2P architectures. HPCS 2012: 8-17
[c8]
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Emanuele Carlini, Laura Ricci, Massimo Coppola:
Reducing Server Load in MMOG via P2P Gossip. NetGames 2012: 1-2
2011
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Emanuele Carlini, Massimo Coppola, Laura Ricci:
Probabilistic Dropping in Push and Pull Dissemination over Distributed Hash Tables. CIT 2011: 47-52
[c6]
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Emanuele Carlini, Massimo Coppola, Patrizio Dazzi, Laura Ricci, Giacomo Righetti:
Cloud Federations in Contrail. Euro-Par Workshops (1) 2011: 159-168
[c5]
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Laura Ricci, Luca Genovali, Emanuele Carlini, Massimo Coppola:
AOI-cast by compass routing in Delaunay based DVE overlays. HPCS 2011: 135-142
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Emanuele Carlini, Massimo Coppola, Laura Ricci:
Evaluating compass routing based AOI-cast by MOGs mobility models. SimuTools 2011: 328-335
2010
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Emanuele Carlini, Massimo Coppola, Laura Ricci:
Integration of P2P and Clouds to support Massively Multiuser Virtual Environments. NETGAMES 2010: 1-6

2000 – 2009

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2009
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Emanuele Carlini, Massimo Coppola, Domenico Laforenza, Laura Ricci:
Reducing traffic in DHT-based discovery protocols for dynamic resources. CoreGRID@Euro-Par 2009: 73-87
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Emanuele Carlini, Massimo Coppola, Patrizio Dazzi, Domenico Laforenza, Susanna Martinelli, Laura Ricci:
Service and Resource Discovery supports over P2P overlays. ICUMT 2009: 1-8

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