Alberto Parravicini

According to our database, Alberto Parravicini authored at least 15 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

The case for reconfigurable architectures in high-performance graph and sparse information retrieval.

Alberto Parravicini

PhD thesis, 2022

A Mixed Precision, Multi-GPU Design for Large-scale Top-K Sparse Eigenproblems.

Francesco Sgherzi, Alberto Parravicini, Marco D. Santambrogio

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

2021

Fraud Prevention and Detection on Heterogeneous Information Networks with Deep Graph Infomax.

Nicolas Racchi, Alberto Parravicini, Guido Walter Di Donato, Marco D. Santambrogio

Proceedings of the 6th IEEE International Forum on Research and Technology for Society and Industry, 2021

Towards Graph Machine Learning for Smart Grid Knowledge Graphs in Industrial Scenarios.

Guido Walter Di Donato, Andrea Damiani, Alberto Parravicini, Enea Bionda, Francesca Soldan, Carlo Tornelli, Marco D. Santambrogio

Proceedings of the 6th IEEE International Forum on Research and Technology for Society and Industry, 2021

DAG-based Scheduling with Resource Sharing for Multi-task Applications in a Polyglot GPU Runtime.

Alberto Parravicini, Arnaud Delamare, Marco Arnaboldi, Marco D. Santambrogio

Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

The Cost of Speculation: Revisiting Overheads in the V8 JavaScript Engine.

Alberto Parravicini, René Müller

Proceedings of the IEEE International Symposium on Workload Characterization, 2021

Solving Large Top-K Graph Eigenproblems with a Memory and Compute-optimized FPGA Design.

Francesco Sgherzi, Alberto Parravicini, Marco Siracusa, Marco D. Santambrogio

Proceedings of the 29th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2021

Scaling up HBM Efficiency of Top-K SpMV for Approximate Embedding Similarity on FPGAs.

Alberto Parravicini, Luca Giuseppe Cellamare, Marco Siracusa, Marco D. Santambrogio

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding.

Edoardo Ramalli, Alberto Parravicini, Guido Walter Di Donato, Mirko Salaris, Céline Hudelot, Marco D. Santambrogio

Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021

A reduced-precision streaming SpMV architecture for Personalized PageRank on FPGA.

Alberto Parravicini, Francesco Sgherzi, Marco D. Santambrogio

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2019

Solving write conflicts in GPU-accelerated graph computation: A PageRank case-study.

Diego Piccinotti, Edoardo Ramalli, Alberto Parravicini, Rolando Brondolin, Marco D. Santambrogio

Proceedings of the 5th IEEE International forum on Research and Technology for Society and Industry, 2019

Exploring transductive and inductive methods for vertex embedding in biological networks.

Luca G. Cellamare, Michele A. Bertoldi, Alberto Parravicini, Marco D. Santambrogio

Proceedings of the 5th IEEE International forum on Research and Technology for Society and Industry, 2019

Fast and Accurate Entity Linking via Graph Embedding.

Alberto Parravicini, Rhicheek Patra, Davide B. Bartolini, Marco D. Santambrogio

Proceedings of the 2nd Joint International Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA), 2019

2018

FIDA: A Framework to Automatically Integrate FPGA Kernels Within Data-Science Applications.

Luca Stornaiuolo, Alberto Parravicini, Donatella Sciuto, Marco D. Santambrogio

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

2017

Exploiting FPGAs from Higher Level Languages A Signal Analysis Case Study.

Luca Stornaiuolo, Alberto Parravicini, Gianluca Durelli, Marco D. Santambrogio

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017