Emanuele Carlini

Emanuele Carlini Emanuele Carlini

Researcher in Computer Science

National Research Council of Italy (CNR)

Hi, Emanuele here! I am a researcher in computer science at the High-Performance Computing Laboratory of the Institute of Information Science and Technologies of the National Research Council of Italy (CNR). My research lies at the intersection of decentralized systems and graph analysis, which we apply to application orchestration and resource management for Cloud-Edge platforms. I am also tinkering with temporal community detection with GNNs. Active on European-funded projects.

Interests
  • Decentralized Systems
  • Graphs Analysis and GNNs
  • Cloud-Edge continuum
Education

  • PhD in Computer Science and Engineering, 2012

    IMT Lucca, Italy

  • Master Degree in Computer Science, 2009

    University of Pisa, Italy

News

Local Arrangements Chair of HPDC24!
The conference takes place in Pisa Italy, June 3-7, 2024.
Mar 13, 2024
Local Arrangements Chair of HPDC24!

EU Projects

ACCORDION
I was the coordinator of the ACCORDION project, a 3-year venture ended in April 2023. ACCORDION established an opportunistic approach in bringing together edge resource/infrastructures (public clouds, on-premise infrastructures, telco resources, end-devices) in pools defined in terms of latency, which can support NextGen application requirements.
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ACCORDION
EDGELESS
EDGELESS project aims to leverage the serverless concept in all the layers in the edge-cloud continuum to fully benefit from diverse and decentralised computational resources available on-demand close to where data are produced or consumed. In particular, we aim at realising an efficient and transparent horizontal pooling of the resources on edge nodes with constrained capabilities or specialised hardware, smoothly integrated with cloud resources, which is a giant leap forward compared to state-of-the-art vertical offloading solutions where the edge is a mere supplement of the cloud.
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EDGELESS

Recent Publications

Patrizio Dazzi, Emanuele Carlini, Massimo Coppola, Konstantinos Tserpes, Dimitrios Zissis (2024). Special Issue on High Performance Services Computing and Internet Technologies. Elsevier.

Cite

Antonios Makris, Evangelos Psomakelis, Emanuele Carlini, Matteo Mordacchini, Theodoros Theodoropoulos, Patrizio Dazzi, Konstantinos Tserpes (2024). Pro-active component image placement in Edge computing environments. Future Generation Computer Systems.

Cite DOI URL

Mbasa Joaquim Molo, Emanuele Carlini, Luca Ciampi, Claudio Gennaro, Lucia Vadicamo (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.

Cite DOI URL

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 (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.

Cite DOI URL

Emanuele Carlini, Massimo Coppola, Patrizio Dazzi, Luca Ferrucci, Hanna Kavalionak, Matteo Mordacchini (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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Teaching

Progettazione e Programmazione Web (Web Design)
Degree in Digital humanities, University of Pisa.
Last updated on Mar 1, 2024
Moodle (Italian)