Vito Giovanni Castellana

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 30

Top Topics

High Level Synthesis

Machine Learning

Top Venues

IPDPS Workshops

Publications

Ankur Limaye, Claudio Barone, Nicolas Bohm Agostini, Marco Minutoli, Joseph B. Manzano, Vito Giovanni Castellana, Giovanni Gozzi, Michele Fiorito, Serena Curzel, Fabrizio Ferrandi, Antonino Tumeo
Towards Automated Generation of Chiplet-Based Systems Invited Paper. ASPDAC (2024)
Ian Di Dio Lavore, Vito Giovanni Castellana, John Feo, Marco D. Santambrogio
Exploring Architectural-Aware Affinity Policies in Modern HPC Runtimes. PEARC (2024)
Vito Giovanni Castellana, Nicolas Bohm Agostini, Ankur Limaye, Vinay Amatya, Marco Minutoli, Joseph B. Manzano, Antonino Tumeo, Serena Curzel, Michele Fiorito, Fabrizio Ferrandi
Towards On-Chip Learning for Low Latency Reasoning with End-to-End Synthesis. ASP-DAC (2023)
Nicolas Bohm Agostini, Serena Curzel, Ankur Limaye, Vinay Amatya, Marco Minutoli, Vito Giovanni Castellana, Joseph B. Manzano, Antonino Tumeo, Fabrizio Ferrandi
The SODA approach: leveraging high-level synthesis for hardware/software co-design and hardware specialization: invited. DAC (2022)
Nanmiao Wu, Vito Giovanni Castellana, Hartmut Kaiser
Towards superior software portability with SHAD and HPX C++ libraries. CF (2022)
Antonino Tumeo, Nicolas Bohm Agostini, Serena Curzel, Ankur Limaye, Cheng Tan, Vinay Amatya, Marco Minutoli, Vito Giovanni Castellana, Ang Li, Joseph B. Manzano
: End-to-end Generation of Specialized Reconfigurable Architectures (Invited Talk). PARMA-DITAM@HiPEAC (2022)
Marco Minutoli, Vito Giovanni Castellana, Nicola Saporetti, Stefano Devecchi, Marco Lattuada, Pietro Fezzardi, Antonino Tumeo, Fabrizio Ferrandi
Svelto: High-Level Synthesis of Multi-Threaded Accelerators for Graph Analytics. IEEE Trans. Computers 71 (3) (2022)
Serena Curzel, Nicolas Bohm Agostini, Reece Neff, Ankur Limaye, Jeff Jun Zhang, Vinay Amatya, Marco Minutoli, Vito Giovanni Castellana, Joseph B. Manzano, David Brooks, Gu-Yeon Wei, Fabrizio Ferrandi, Antonino Tumeo
From High-Level Frameworks to custom Silicon with SODA. HCS (2022)
Nicolas Bohm Agostini, Serena Curzel, Vinay Amatya, Cheng Tan, Marco Minutoli, Vito Giovanni Castellana, Joseph B. Manzano, David R. Kaeli, Antonino Tumeo
An MLIR-based Compiler Flow for System-Level Design and Hardware Acceleration. ICCAD (2022)
Nicolas Bohm Agostini, Serena Curzel, Jeff Jun Zhang, Ankur Limaye, Cheng Tan, Vinay Amatya, Marco Minutoli, Vito Giovanni Castellana, Joseph B. Manzano, David Brooks, Gu-Yeon Wei, Antonino Tumeo
Bridging Python to Silicon: The SODA Toolchain. IEEE Micro 42 (5) (2022)
Nicolas Bohm Agostini, Ankur Limaye, Marco Minutoli, Vito Giovanni Castellana, Joseph B. Manzano, Antonino Tumeo, Serena Curzel, Fabrizio Ferrandi
SODA Synthesizer: An Open-Source, Multi-Level, Modular, Extensible Compiler from High-Level Frameworks to Silicon. ICCAD (2022)
Serena Curzel, Nicolas Bohm Agostini, Vito Giovanni Castellana, Marco Minutoli, Ankur Limaye, Joseph B. Manzano, Jeff Zhang, David Brooks, Gu-Yeon Wei, Fabrizio Ferrandi, Antonino Tumeo
End-to-End Synthesis of Dynamically Controlled Machine Learning Accelerators. IEEE Trans. Computers 71 (12) (2022)
Vito Giovanni Castellana, Marco Minutoli
Productive Programming of Distributed Systems with the SHAD C++ Library. HPDC (2021)
Vito Giovanni Castellana, Antonino Tumeo, Fabrizio Ferrandi
High-Level Synthesis of Parallel Specifications Coupling Static and Dynamic Controllers. IPDPS (2021)
Jeff Jun Zhang, Nicolas Bohm Agostini, Shihao Song, Cheng Tan, Ankur Limaye, Vinay Amatya, Joseph B. Manzano, Marco Minutoli, Vito Giovanni Castellana, Antonino Tumeo, Gu-Yeon Wei, David Brooks
Towards Automatic and Agile AI/ML Accelerator Design with End-to-End Synthesis. ASAP (2021)
Serena Curzel, Nicolas Bohm Agostini, Shihao Song, Ismet Dagli, Ankur Limaye, Cheng Tan, Marco Minutoli, Vito Giovanni Castellana, Vinay Amatya, Joseph B. Manzano, Anup Das, Fabrizio Ferrandi, Antonino Tumeo
Automated Generation of Integrated Digital and Spiking Neuromorphic Machine Learning Accelerators. ICCAD (2021)
Cheng Tan, Nicolas Bohm Agostini, Jeff Zhang, Marco Minutoli, Vito Giovanni Castellana, Chenhao Xie, Tong Geng, Ang Li, Kevin J. Barker, Antonino Tumeo
OpenCGRA: Democratizing Coarse-Grained Reconfigurable Arrays. ASAP (2021)
Fabrizio Ferrandi, Vito Giovanni Castellana, Serena Curzel, Pietro Fezzardi, Michele Fiorito, Marco Lattuada, Marco Minutoli, Christian Pilato, Antonino Tumeo
Invited: Bambu: an Open-Source Research Framework for the High-Level Synthesis of Complex Applications. DAC (2021)
Marco Minutoli, Vito Giovanni Castellana, Cheng Tan, Joseph B. Manzano, Vinay Amatya, Antonino Tumeo, David Brooks, Gu-Yeon Wei
SODA: a New Synthesis Infrastructure for Agile Hardware Design of Machine Learning Accelerators. ICCAD (2020)
Maurizio Drocco, Vito Giovanni Castellana, Marco Minutoli
Practical Distributed Programming in C++. HPDC (2020)
Antonino Tumeo, Marco Minutoli, Vito Giovanni Castellana, Joseph B. Manzano, Vinay Amatya, David Brooks, Gu-Yeon Wei
Invited: Software Defined Accelerators From Learning Tools Environment. DAC (2020)
Vito Giovanni Castellana, Maurizio Drocco, John Feo, Jesun Sahariar Firoz, Thejaka Amila Kanewala, Andrew Lumsdaine, Joseph B. Manzano, Andres Marquez, Marco Minutoli, Joshua Suetterlein, Antonino Tumeo, Marcin Zalewski
A Parallel Graph Environment for Real-World Data Analytics Workflows. DATE (2019)
Vito Giovanni Castellana, Marco Minutoli, Antonino Tumeo, Marco Lattuada, Pietro Fezzardi, Fabrizio Ferrandi
Software defined architectures for data analytics. ASP-DAC (2019)
Vito Giovanni Castellana, Marco Minutoli
SHAD: The Scalable High-Performance Algorithms and Data-Structures Library. CCGrid (2018)
Vito Giovanni Castellana, Marco Minutoli, Shreyansh Bhatt, Khushbu Agarwal, Arthur Bleeker, John Feo, Daniel G. Chavarría-Miranda, David J. Haglin
High-Performance Data Analytics Beyond the Relational and Graph Data Models with GEMS. IPDPS Workshops (2017)
Marco Minutoli, Vito Giovanni Castellana, Antonino Tumeo, Marco Lattuada, Fabrizio Ferrandi
A dynamically scheduled architecture for the synthesis of graph methods. Hot Chips Symposium (2016)
Marco Minutoli, Vito Giovanni Castellana, Antonino Tumeo, Marco Lattuada, Fabrizio Ferrandi
Enabling the high level synthesis of data analytics accelerators. CODES+ISSS (2016)
Marco Minutoli, Vito Giovanni Castellana, Antonino Tumeo, Fabrizio Ferrandi, Marco Lattuada
A Dynamically Scheduled Architecture for the Synthesis of Graph Database Queries. FCCM (2016)
Marco Minutoli, Vito Giovanni Castellana, Antonino Tumeo, Marco Lattuada, Fabrizio Ferrandi
Efficient synthesis of graph methods: a dynamically scheduled architecture. ICCAD (2016)
Daniel G. Chavarría-Miranda, Vito Giovanni Castellana, Alessandro Morari, David Haglin, John Feo
GraQL: A Query Language for High-Performance Attributed Graph Databases. IPDPS Workshops (2016)
Alessandro Morari, Jesse Weaver, Oreste Villa, David J. Haglin, Antonino Tumeo, Vito Giovanni Castellana, John Feo
High-Performance, Distributed Dictionary Encoding of RDF Datasets. CLUSTER (2015)
Vito Giovanni Castellana, Marco Minutoli, Alessandro Morari, Antonino Tumeo, Marco Lattuada, Fabrizio Ferrandi
High Level Synthesis of RDF Queries for Graph Analytics. ICCAD (2015)
Pak Chung Wong, David J. Haglin, David Gillen, Daniel G. Chavarría-Miranda, Vito Giovanni Castellana, Cliff A. Joslyn, Alan R. Chappell, Song Zhang
A visual analytics paradigm enabling trillion-edge graph exploration. LDAV (2015)
Marco Minutoli, Vito Giovanni Castellana, Antonino Tumeo, Fabrizio Ferrandi
Inter-procedural resource sharing in High Level Synthesis through function proxies. FPL (2015)
Vito Giovanni Castellana, Alessandro Morari, Jesse Weaver, Antonino Tumeo, David Haglin, Oreste Villa, John Feo
In-Memory Graph Databases for Web-Scale Data. Computer 48 (3) (2015)
Marco Minutoli, Vito Giovanni Castellana, Antonino Tumeo, Fabrizio Ferrandi
Function Proxies for Improved Resource Sharing in High Level Synthesis. FCCM (2015)
Vito Giovanni Castellana, Antonino Tumeo, Fabrizio Ferrandi
An adaptive Memory Interface Controller for improving bandwidth utilization of hybrid and reconfigurable systems. DATE (2014)
Alessandro Morari, Vito Giovanni Castellana, Oreste Villa, Antonino Tumeo, Jesse Weaver, David Haglin, Sutanay Choudhury, John Feo
Scaling Semantic Graph Databases in Size and Performance. IEEE Micro 34 (4) (2014)
Vito Giovanni Castellana, Antonino Tumeo, Fabrizio Ferrandi
High-level synthesis of memory bound and irregular parallel applications with Bambu. Hot Chips Symposium (2014)
Jesse Weaver, Vito Giovanni Castellana, Alessandro Morari, Antonino Tumeo, Sumit Purohit, Alan R. Chappell, David Haglin, Oreste Villa, Sutanay Choudhury, Karen Schuchardt, John Feo
Toward a data scalable solution for facilitating discovery of science resources. Parallel Comput. 40 (10) (2014)
Alessandro Morari, Vito Giovanni Castellana, David Haglin, John Feo, Jesse Weaver, Antonino Tumeo, Oreste Villa
Accelerating semantic graph databases on commodity clusters. IEEE BigData (2013)
Vito Giovanni Castellana, Fabrizio Ferrandi
An automated flow for the High Level Synthesis of coarse grained parallel applications. FPT (2013)
Vito Giovanni Castellana, Fabrizio Ferrandi
Scheduling independent liveness analysis for register binding in high level synthesis. DATE (2013)
Vito Giovanni Castellana, Antonino Tumeo, Oreste Villa, David Haglin, John Feo
Composing Data Parallel Code for a SPARQL Graph Engine. SocialCom (2013)
Vito Giovanni Castellana, Fabrizio Ferrandi
Applications Acceleration through Adaptive Hardware Components. IPDPS Workshops (2013)
Vito Giovanni Castellana, Fabrizio Ferrandi
Abstract: Speeding-Up Memory Intensive Applications through Adaptive Hardware Accelerators. SC Companion (2012)
Christian Pilato, Vito Giovanni Castellana, Silvia Lovergine, Fabrizio Ferrandi
A runtime adaptive controller for supporting hardware components with variable latency. AHS (2011)