Alberto Scolari

Most-cited papers

PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems
Yunseong Lee, Alberto Scolari, Byung-Gon Chun, M. Santambrogio +2 more
2018USENIX Symposium on Operating Systems Design and Implementation133 citations
Semantic Scholar
From the Edge to the Cloud: Model Serving in ML.NET
Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Markus Weimer +1 more
2018IEEE Data Engineering Bulletin22 citations
Semantic Scholar
An Energy-Efficient Domain-Specific Architecture for Regular Expressions
Davide Conficconi, Emanuele Del Sozzo, Filippo Carloni, Alessandro Comodi +2 more
2023IEEE Transactions on Emerging Topics in Computing19 citations Open access
Semantic Scholar
A Software Cache Partitioning System for Hash-Based Caches
Alberto Scolari, D. Bartolini, M. Santambrogio
2016ACM Transactions on Architecture and Code Optimization (TACO)18 citations Open access
Semantic Scholar
Pareto Optimal Design Space Exploration for Accelerated CNN on FPGA
Enrico Reggiani, Marco Rabozzi, Anna Maria Nestorov, Alberto Scolari +2 more
2019IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum17 citations Open access
Semantic Scholar
TiReX: Tiled Regular eXpression Matching Architecture
Alessandro Comodi, Davide Conficconi, Alberto Scolari, M. Santambrogio
2018IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum13 citations
Semantic Scholar
Coloring the cloud for predictable performance
Alberto Scolari, F. Sironi, D. Bartolini, D. Sciuto +1 more
2013ACM Symposium on Cloud Computing8 citations
Semantic Scholar
Heterogeneous exascale supercomputing: The role of CAD in the exaFPGA project
Marco Rabozzi, Giuseppe Natale, Emanuele Del Sozzo, Alberto Scolari +2 more
2017Design, Automation and Test in Europe7 citations
Semantic Scholar
Effective implementation of the High Performance Conjugate Gradient benchmark on GraphBLAS
Alberto Scolari, A. Yzelman
2023IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum4 citations Open access
Semantic Scholar
A Survey on Recent Hardware and Software-Level Cache Management Techniques
Alberto Scolari, F. Sironi, D. Sciuto, M. Santambrogio
20142014 IEEE International Symposium on Parallel and Distributed Processing with Applications4 citations
Semantic Scholar
Characterizing Molecular Dynamics Simulation on Commodity Platforms
Francesco Peverelli, Davide Conficconi, D. Bartolini, Alberto Scolari +1 more
2022IEEE International Symposium on Workload Characterization3 citations Open access
Semantic Scholar
A Case Study for an Accelerated DCNN on FPGA-Based Embedded Distributed System
Anna Maria Nestorov, Alberto Scolari, Enrico Reggiani, Luca Stornaiuolo +1 more
2019IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum3 citations Open access
Semantic Scholar
Towards Accelerating Generic Machine Learning Prediction Pipelines
Alberto Scolari, Yunseong Lee, Markus Weimer, Matteo Interlandi
2017ICCD3 citations
Semantic Scholar
HUGenomics: A support to personalized medicine research
Lorenzo Di Tucci, Giulia Guidi, Sara Notargiacomo, Luca Cerina +2 more
2017International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow1 citations
Semantic Scholar
FPGA-Based Design Using the FASTER Toolchain: The Case of STM Spear Development Board
Fabrizio Spada, Alberto Scolari, Gianluca Durelli, Riccardo Cattaneo +9 more
20142014 IEEE International Symposium on Parallel and Distributed Processing with Applications1 citations Open access
Semantic Scholar
Optimizing data-intensive applications for modern hardware platforms
Alberto Scolari
20190 citations
Semantic Scholar
Partitioning Deep Cache Hierarchies in Software for Predictable Performance
Alberto Scolari
20140 citations
Semantic Scholar