Vito Giovanni Castellana

Pacific Northwest National Laboratory — United States

Computer Science · Physical Sciences

11h-index440citations60works0.72yr avg
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Research Topics

Parallel Computing and Optimization Techniques(34), Embedded Systems Design Techniques(21), Graph Theory and Algorithms(17), Interconnection Networks and Systems(13), Distributed and Parallel Computing Systems(11)

Publications60 total

Towards Scheduling of Pipelined Dataflow Graphs in MLIR
2026
Neuromorphic Architectures for Scientific Computing: a Structural Characterization Case Study
2025
A Synthesis Methodology for Intelligent Memory Interfaces in Accelerator Systems
2025
Custom Accessors: Enabling Scalable Data Ingestion, (Re-)Organization, and Analysis on Distributed Systems
2024· 1 cited
Extending High-Level Synthesis with AI/ML Methods
2024· 1 cited
Programming the Future: the Essential Role of System Topology Awareness in Heterogeneous Disaggregated Environments
Proceedings of the International Symposium on Memory Systems·2024Open Access
To Cache or not to Cache? Exploring the Design Space of Tunable, HLS-generated Accelerators
Proceedings of the International Symposium on Memory Systems·2024
Exploring Architectural-Aware Affinity Policies in Modern HPC Runtimes
2024Open Access
SPARTA: High-Level Synthesis of Parallel Multi-Threaded Accelerators
ACM Transactions on Reconfigurable Technology and Systems·2024· 2 citedOpen Access
Towards Automated Generation of Chiplet-Based Systems Invited Paper
2024· 3 cited
Towards On-Chip Learning for Low Latency Reasoning with End-to-End Synthesis
Proceedings of the 28th Asia and South Pacific Design Automation Conference·2023· 2 citedOpen Access
SODA Synthesizer
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design·2022· 2 citedOpen Access
An MLIR-based Compiler Flow for System-Level Design and Hardware Acceleration
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design·2022· 30 citedOpen Access
From High-Level Frameworks to custom Silicon with SODA
2022
The SODA approach
Proceedings of the 59th ACM/IEEE Design Automation Conference·2022· 3 citedOpen Access
Bridging Python to Silicon: The SODA Toolchain
IEEE Micro·2022· 24 citedOpen Access
Towards superior software portability with SHAD and HPX C++ libraries
2022· 1 citedOpen Access
End-to-End Synthesis of Dynamically Controlled Machine Learning Accelerators
IEEE Transactions on Computers·2022· 9 citedOpen Access
Invited: Bambu: an Open-Source Research Framework for the High-Level Synthesis of Complex Applications
2021· 75 citedOpen Access
Automated Generation of Integrated Digital and Spiking Neuromorphic Machine Learning Accelerators
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD)·2021· 17 citedOpen Access
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Frequent Co-authors

Antonino Tumeo(37), Marco Minutoli(31), Fabrizio Ferrandi(26), Joseph Manzano(15), Nícolas Bohm Agostini(13), Serena Curzel(12), Ankur Limaye(11), John Feo(11), David J. Haglin(10), Vinay Amatya(9), Alessandro Morari(8), Marco Lattuada(7), Oreste Villa(7), Cheng Tan(6), Gu-Yeon Wei(6), Jesse Weaver(6), Michele Fiorito(5), Jeff Zhang(5), David Brooks(5), Pietro Fezzardi(3)