High Performance Computing (HPC)
Head: Raffaele Perego
Home
Web Site: http://hpc.isti.cnr.it
HPC Lab carries out research on algorithms and information systems dealing with computational, data-intensive problems in business, social, and knowledge-based applications. HPC Lab research areas include information indexing and retrieval, large-scale distributed and cloud systems, big data analytics, machine learning and artificial intelligence, mobility analysis and semantic enrichment.
We develop state-of-the-art solutions for the efficient management and retrieval of large amount of data. Our (distributed) information systems scale far larger than most others and can provide in near real-time effective answers to complex queries by possibly using a limited amount of computational resources. We study space/time-efficient solutions to deal with scale and latency constraints, and quality/efficiency trade-offs exploiting the peculiarities of the specific application domain.
The group is composed of about 20 people and has very close collaborations and exchanges with outstanding international partners from both industry and academia.
People
- Carlini Emanuele Research Staff
- Coppola Massimo Research Staff
- Dazzi Patrizio Research Staff
- Gabrielli Lorenzo Research Staff
- Kavalionak Hanna Research Staff
- Lettich Francesco Research Staff
- Muntean Cristina Ioana Research Staff
- Nardini Franco Maria Research Staff
- Perego Raffaele Research Staff
- Rapisarda Beatrice Technical Staff
- Renso Chiara Research Staff
- Rulli Cosimo Research Staff
- Trani Salvatore Research Staff
- Alessio Marco Research Associate
- Cecchetti Jacopo Research Associate
- Di Francesco Andrea Giuseppe Research Associate
- Frieder Ophir Research Associate
- Kasela Pranav Research Associate
- Li Lanpei Research Associate
- Martinico Silvio Research Associate
- Molo Mbasa Joaquim Research Associate
- Nanula Claudia Doctoral Student
- Orlando Salvatore Research Associate
- Pibiri Giulio Ermanno Research Associate
- Pinelli Fabio Research Associate
- Reis de Almeida Passos Nelson Aloysio Research Associate
- Rocchietti Guido Graduate Fellow
- Rucci Davide Postdoctoral Fellow
- Silvestri Fabrizio Research Associate
- Tonellotto Nicola Research Associate
- Veneri Alberto Graduate Fellow
- Venturini Rossano Research Associate
Projects
CHARITY
Cloud for Holography and Cross Reality
EDGELESS
Cognitive edge-cloud with serverless computing
EFRA
Extreme Food Risk Analytics
HPCQS
High Performance Computer and Quantum Simulator hybrid
MASTER
Multiple Aspects Trajectory management and Analysis
MobiDataLab
Labs for prototyping future Mobility Data sharing cloud solutions
MUSIT
MUlti-Sensor Inferred Trajectories
NAVIGATOR
An Imaging Biobank to Precisely Prevent and Predict cancer, and facilitate the Participation of oncologic patients to Diagnosis and Treatment
SoBigData RI PPP
SoBigData RI Preparatory Phase Project
SoBigData RI PPP (HPC)
SoBigData RI Preparatory Phase Project
SoBigData++
SoBigData++: European Integrated Infrastructure for Social Mining and Big Data Analytics’ — ‘SoBigData-PlusPlus’
SoBigData++ HPC
HPC chapter of SoBigData++
SoBigData.it - CUP B53C22001760006
SoBigData.it: Strengthening the Italian RI for Social Mining and Big Data Analytics
News
Best Paper Runner Up at SIGIR 2024
Achievements
2024-07-19 h.10:44
The paper "Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations" by Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, and Rossano Venturini, and the...
1st Workshop on Generative AI for Mobility Data (GenAI4MoDA)
Events
2024-03-19 h.11:03
Generative AI, a subset within the realm of artificial intelligence, has undergone significant progress in recent years. This progress empowers machines to craft, imitate, and produce con...
Best Paper Honorable Mention at ACM SIGIR 2023 Conference
Achievements
2023-08-23 h.13:23
Link: https://sigir.org/sigir2023/program/best-paper-award/ The paper "A Geometric Framework for Query Performance Prediction in Conversational Search" by Guglielmo Faggioli, Nicola Ferr...
EFRA (Extreme Food Risk Analytics)
News
2023-02-20 h.14:00
A new EU project to transform food risk prediction with AI-powered analytics.
Patrizio Dazzi, Cnr-Isti, speaker at the H-Cloud summit. Cloud Expo Europe
News
2021-12-08
Horizon Cloud is a European Commission initiative that aims to consolidate and grow the Cloud Computing research and innovation community in Europe. (read more)
Eleven innovations developed in European Projects with ISTI Partner or Coordinator among the List of the EC Innovation Radar
News
2018-04-19
The Innovation Radar (IR) is a new initiative of the European Commission that focuses on the identification of high-potential innovations in the ICT FP7, CIP and H2020 projects and the ...
Test of Time Award for the Paper "Sorting out the Document Identifier Assignment Problem" by Fabrizio Silvestri
Achievements
2018-03-29
The paper authored by Fabrizio Silvestri (HPC Lab) has been awarded at the European Conference on Information Retrieval (ECIR 2018), 26-29 March 2018 - Grenoble, France. The Test of T...
Best Student Paper Award - ACM DocEng 2016
Achievements
2016-11-29
The paper "SEL: A Unified Algorithm for Entity Linking and Saliency Detection" by Salvatore Trani, Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, and Raffaele Perego has been ...
A Digital Agent to Manage Your Travel
News
2015-12-09
TripBuilder, a prototype by the Researchers at Federal University of Ceará (UFC) in Brazil and the HPC Lab of the Institute of Information Science and Technologies (ISTI) of the Italia...
ACM SIGIR Best Paper Award 2015
Achievements
2015-08-16
C. Lucchese, F. M. Nardini, S. Orlando, R. Perego, N. Tonellotto, and R. Venturini (High Performance Computing Laboratory - ISTI) are the recipients of the SIGIR Best Paper Award 2015.
SIGIR Best Paper Award 2014
Achievements
2014-07-18
Giuseppe Ottaviano and Rossano Venturini (High Performance Computing Laboratory - ISTI) are the recipients of the SIGIR Best Paper Award 2014.
Computing Reviews' Notable Books and Articles 2013
Achievements
2014-04-08
"Discovering tasks from search engine query logs" by Lucchese, C.; Orlando, S.; Perego, R.; Silvestri, F.; and Tolomei, G.(HPC Lab of ISTI) has been selected as a notable article in compu...
ISTI-CNR partner tecnico di istella.it, il nuovo motore di ricerca di Tiscali
News
2013-03-21
Il CNR con il laboratorio High Performance Computing di ISTI, l'Università di Pisa, Internet Memory Research Foundation, Dell e HERE, il brand di location cloud di Nokia, sono i partne...