Matteo Mordacchini

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 33

Top Topics

Social Cognitive

Resource Allocation

Top Venues

Euro-Par Workshops

ACM Trans. Auton. Adapt. Syst.

Publications

Patrizio Dazzi, Luca Ferrucci, Marco Danelutto, Konstantinos Tserpes, Antonios Makris, Theodoros Theodoropoulos, Jacopo Massa, Emanuele Carlini, Matteo Mordacchini
Urgent Edge Computing. FRAME@HPDC (2024)
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 (2024)
Patrizio Dazzi, Luca Ferrucci, Marco Danelutto, Konstantinos Tserpes, Antonios Makris, Theodoros Theodoropoulos, Jacopo Massa, Emanuele Carlini, Matteo Mordacchini
Urgent Edge Computing. CoRR (2024)
Luca Ferrucci, Matteo Mordacchini, Patrizio Dazzi
Decentralized Replica Management in Latency-Bound Edge Environments for Resource Usage Minimization. IEEE Access 12 (2024)
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)
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 (2024)
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)
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)
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)
Matteo Mordacchini, Lorenzo Valerio, Marco Conti, Andrea Passarella
Design and evaluation of a cognitive approach for disseminating semantic knowledge and content in opportunistic networks. CoRR (2022)
Matteo Mordacchini, Emanuele Carlini, Patrizio Dazzi
A Mathematical Model for Latency Constrained Self-Organizing Application Placement in the Edge. FRAME@HPDC (2022)
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)
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)
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)
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)
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)
Emanuele Carlini, Patrizio Dazzi, Luca Ferrucci, Matteo Mordacchini
Efficient Resources Distribution for an Ephemeral Cloud/Edge continuum. CoRR (2021)
Matteo Mordacchini, Andrea Passarella, Marco Conti, Stuart M. Allen, Martin James Chorley, Gualtiero B. Colombo, Vlad Tanasescu, Roger M. Whitaker
Crowdsourcing through Cognitive Opportunistic Networks. CoRR (2021)
Luca Ferrucci, Matteo Mordacchini, Massimo Coppola, Emanuele Carlini, Hanna Kavalionak, Patrizio Dazzi
Latency Preserving Self-optimizing Placement at the Edge. FRAME@HPDC (2021)
Matteo Mordacchini, Andrea Passarella, Marco Conti
A Social Cognitive Heuristic for Adaptive Data Dissemination in Mobile Opportunistic Networks. CoRR (2021)
Matteo Mordacchini, Marco Conti, Andrea Passarella, Raffaele Bruno
Human-centric Data Dissemination in the IoP: Large-scale Modeling and Evaluation. CoRR (2021)
Matteo Mordacchini, Marco Conti, Andrea Passarella, Raffaele Bruno
Human-centric Data Dissemination in the IoP: Large-scale Modeling and Evaluation. ACM Trans. Auton. Adapt. Syst. 14 (3) (2020)
Patrizio Dazzi, Matteo Mordacchini
Scalable Decentralized Indexing and Querying of Multi-Streams in the Fog. J. Grid Comput. 18 (3) (2020)
Michele Albano, Matteo Mordacchini, Laura Ricci
AoI-Based Multicast Routing Over Voronoi Overlays With Minimal Overhead. IEEE Access 8 (2020)
Michele Albano, Matteo Mordacchini, Laura Ricci
AoI-based Multicast Routing over Voronoi Overlays with Minimal Overhead. CoRR (2020)
Patrizio Dazzi, Matteo Mordacchini
NOA-AID: Network Overlays for Adaptive Information Aggregation, Indexing and Discovery at the Edge. Euro-Par Workshops (2017)
Matteo Mordacchini, Andrea Passarella, Marco Conti
A social cognitive heuristic for adaptive data dissemination in mobile Opportunistic Networks. Pervasive Mob. Comput. 42 (2017)
Lorenzo Valerio, Matteo Mordacchini
Special Section on Opportunistic Communication and Computation. Comput. Commun. 96 (2016)
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)
Emanuele Carlini, Massimo Coppola, Patrizio Dazzi, Matteo Mordacchini, Andrea Passarella
Self-Optimising Decentralised Service Placement in Heterogeneous Cloud Federation. SASO (2016)
Luca Ferrucci, Laura Ricci, Michele Albano, Ranieri Baraglia, Matteo Mordacchini
Multidimensional range queries on hierarchical Voronoi overlays. J. Comput. Syst. Sci. 82 (7) (2016)
Matteo Mordacchini, Lorenzo Valerio, Marco Conti, Andrea Passarella
Design and evaluation of a cognitive approach for disseminating semantic knowledge and content in opportunistic networks. Comput. Commun. 81 (2016)
Emanuele Carlini, Massimo Coppola, Patrizio Dazzi, Matteo Mordacchini
Challenges to be addressed for realising an Ephemeral Cloud Federation. CoRR (2016)
Matteo Mordacchini, Andrea Passarella, Marco Conti, Stuart M. Allen, Martin J. Chorley, Gualtiero B. Colombo, Vlad Tanasescu, Roger M. Whitaker
Crowdsourcing through Cognitive Opportunistic Networks. ACM Trans. Auton. Adapt. Syst. 10 (2) (2015)
Matteo Mordacchini, Andrea Passarella, Marco Conti
A Cognitive-Based Ego Network Detection System for Mobile Social Networking. WMNC (2015)
Matteo Mordacchini, Andrea Passarella, Marco Conti
Social Cognitive Heuristics for adaptive data dissemination in Opportunistic Networks. WOWMOM (2015)
Patrizio Dazzi, Matteo Mordacchini, Laura Ricci
Epidemic Information Diffusion: A Simple Solution to Support Community-based Recommendations in P2P Overlays. CoRR (2015)
Emanuele Carlini, Patrizio Dazzi, Matteo Mordacchini, Alessandro Lulli, Laura Ricci
Community Discovery for Interest Management in DVEs: A Case Study. Euro-Par Workshops (2015)
Gaetano F. Anastasi, Pietro Cassarà, Patrizio Dazzi, Alberto Gotta, Matteo Mordacchini, Andrea Passarella
A Hybrid Cross-Entropy Cognitive-Based Algorithm for Resource Allocation in Cloud Environments. SASO (2014)
Matteo Mordacchini, Andrea Passarella, Marco Conti
Community detection in opportunistic networks using memory-based cognitive heuristics. PerCom Workshops (2014)
Ranieri Baraglia, Patrizio Dazzi, Matteo Mordacchini, Laura Ricci
A peer-to-peer recommender system for self-emerging user communities based on gossip overlays. J. Comput. Syst. Sci. 79 (2) (2013)
Ranieri Baraglia, Patrizio Dazzi, Matteo Mordacchini, Laura Ricci
ATLAAS-P2P: a two layer network solution for easing the resource discovery process in unstructured networks. CoRR (2013)
Matteo Mordacchini, Lorenzo Valerio, Marco Conti, Andrea Passarella
A cognitive-based solution for semantic knowledge and content dissemination in opportunistic networks. WOWMOM (2013)
Emanuele Carlini, Patrizio Dazzi, Matteo Mordacchini, Laura Ricci
Toward Community-Driven Interest Management for Distributed Virtual Environment. Euro-Par Workshops (2013)
Matteo Mordacchini, Andrea Passarella, Martin J. Chorley, Gualtiero Colombo, Vlad Tanasescu
Making Mobile Users' Devices Aware of the Surrounding Physical Environment: An Approach Based on Cognitive Heuristics. SASO (2013)
Marco Conti, Matteo Mordacchini, Andrea Passarella, Liudmila Rozanova
A Semantic-Based Algorithm for Data Dissemination in Opportunistic Networks. IWSOS (2013)
Ranieri Baraglia, Patrizio Dazzi, Matteo Mordacchini, Laura Ricci
ATLAAS-P2P: A Two-Layer Architecture for Approximated Search in Peer to Peer. ERCIM News 2013 (92) (2013)
Matteo Mordacchini, Patrizio Dazzi, Ranieri Baraglia, Laura Ricci
Towards GROUP protocol formalization. P2P (2013)
Marco Conti, Matteo Mordacchini, Andrea Passarella
Design and Performance Evaluation of Data Dissemination Systems for Opportunistic Networks Based on Cognitive Heuristics. ACM Trans. Auton. Adapt. Syst. 8 (3) (2013)
Raffaele Bruno, Marco Conti, Matteo Mordacchini, Andrea Passarella
An analytical model for content dissemination in opportunistic networks using cognitive heuristics. MSWiM (2012)
Patrizio Dazzi, Matteo Mordacchini, Fabio Baglini
Experiences with Complex User Profiles for Approximate P2P Community Matching. CIT (2011)
Marco Conti, Matteo Mordacchini, Andrea Passarella
Data dissemination in opportunistic networks using cognitive heuristics. WOWMOM (2011)
Ranieri Baraglia, Patrizio Dazzi, Matteo Mordacchini, Laura Ricci, Luca Alessi
GROUP: A Gossip Based Building Community Protocol. NEW2AN (2011)
Ranieri Baraglia, Patrizio Dazzi, Matteo Mordacchini, Laura Ricci, Luca Alessi
On Democracy in Peer-to-Peer systems CoRR (2011)
Claudio Gennaro, Rita Lenzi, Federica Mandreoli, Riccardo Martoglia, Matteo Mordacchini, Wilma Penzo, Simona Sassatelli
A unified multimedia and semantic perspective for data retrieval in the semantic web. Inf. Syst. 36 (2) (2011)
Ranieri Baraglia, Patrizio Dazzi, Matteo Mordacchini, Raffaele Perego, Laura Ricci
Gossip Communities: Collaborative Filtering Through Peer-to-Peer Overlays (Extended Abstract). SEBD (2010)
Matteo Mordacchini, Ranieri Baraglia, Patrizio Dazzi, Laura Ricci
A P2P REcommender System based on Gossip Overlays (PREGO). CIT (2010)
Carlo Bertolli, Daniele Buono, Gabriele Mencagli, Massimo Torquati, Marco Vanneschi, Matteo Mordacchini, Franco Maria Nardini
Resource discovery support for time-critical adaptive applications. IWCMC (2010)
Matteo Mordacchini, Laura Ricci, Luca Ferrucci, Michele Albano, Ranieri Baraglia
Hivory: Range Queries on Hierarchical Voronoi Overlays. Peer-to-Peer Computing (2010)
Matteo Mordacchini, Patrizio Dazzi, Gabriele Tolomei, Ranieri Baraglia, Fabrizio Silvestri, Salvatore Orlando
Challenges in designing an interest-based distributed aggregation of users in P2P systems. ICUMT (2009)
Patrizio Dazzi, Pascal Felber, Le Bao Anh, Lorenzo Leonini, Matteo Mordacchini, Raffaele Perego, Martin Rajman, Etienne Riviere
Peer-to-Peer Clustering of Web-browsing Users. LSDS-IR@SIGIR (2009)
Michele Albano, Ranieri Baraglia, Matteo Mordacchini, Laura Ricci
Efficient Broadcast on Area of Interest in Voronoi Overlays. CSE (1) (2009)
Claudio Gennaro, Matteo Mordacchini, Salvatore Orlando, Fausto Rabitti
Processing complex similarity queries in peer-to-peer networks. SAC (2008)
Claudio Gennaro, Matteo Mordacchini, Salvatore Orlando, Fausto Rabitti
A Scalable Distributed Data Structure for Multi-Feature Similarity Search. SEBD (2008)
Paolo Trunfio, Domenico Talia, Harris Papadakis, Paraskevi Fragopoulou, Matteo Mordacchini, M. Pennanen, Konstantin Popov, Vladimir Vlassov, Seif Haridi
Peer-to-Peer resource discovery in Grids: Models and systems. Future Gener. Comput. Syst. 23 (7) (2007)
Moreno Marzolla, Matteo Mordacchini, Salvatore Orlando
Peer-to-peer systems for discovering resources in a dynamic grid. Parallel Comput. 33 (4-5) (2007)
Moreno Marzolla, Matteo Mordacchini, Salvatore Orlando
A P2P Resource Discovery System Based on a Forest of Trees. DEXA Workshops (2006)
Moreno Marzolla, Matteo Mordacchini, Salvatore Orlando
Tree Vector Indexes: Efficient Range Queries for Dynamic Content on Peer-to-Peer Networks. PDP (2006)
Moreno Marzolla, Matteo Mordacchini, Salvatore Orlando
Resource Discovery in a Dynamic Grid Environment. DEXA Workshops (2005)