Svelto: High-Level Synthesis of Multi-Threaded Accelerators for Graph Analytics
Minutoli, Marco, Castellana, Vito Giovanni, Saporetti, Nicola, Devecchi, Stefano, Lattuada, Marco, Fezzardi, Pietro, Tumeo, Antonino, Ferrandi, Fabrizio
Published in IEEE transactions on computers (01.03.2022)
Published in IEEE transactions on computers (01.03.2022)
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Journal Article
Invited: Bambu: an Open-Source Research Framework for the High-Level Synthesis of Complex Applications
Ferrandi, Fabrizio, Castellana, Vito Giovanni, Curzel, Serena, Fezzardi, Pietro, Fiorito, Michele, Lattuada, Marco, Minutoli, Marco, Pilato, Christian, Tumeo, Antonino
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
IMpart: A Partitioning-based Parallel Approach to Accelerate Influence Maximization
Barik, Reet, Minutoli, Marco, Halappanavar, Mahantesh, Kalyanaraman, Ananth
Published in 2022 IEEE 29th International Conference on High Performance Computing, Data, and Analytics (HiPC) (01.12.2022)
Published in 2022 IEEE 29th International Conference on High Performance Computing, Data, and Analytics (HiPC) (01.12.2022)
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Conference Proceeding
End-to-End Synthesis of Dynamically Controlled Machine Learning Accelerators
Curzel, Serena, Agostini, Nicolas Bohm, Castellana, Vito Giovanni, Minutoli, Marco, Limaye, Ankur, Manzano, Joseph, Zhang, Jeff, Brooks, David, Wei, Gu-Yeon, Ferrandi, Fabrizio, Tumeo, Antonino
Published in IEEE transactions on computers (01.12.2022)
Published in IEEE transactions on computers (01.12.2022)
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Journal Article
Bridging Python to Silicon: The SODA Toolchain
Agostini, Nicolas Bohm, Curzel, Serena, Zhang, Jeff Jun, Limaye, Ankur, Tan, Cheng, Amatya, Vinay, Minutoli, Marco, Castellana, Vito Giovanni, Manzano, Joseph, Brooks, David, Wei, Gu-Yeon, Tumeo, Antonino
Published in IEEE MICRO (01.09.2022)
Published in IEEE MICRO (01.09.2022)
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Journal Article
Inter-procedural resource sharing in High Level Synthesis through function proxies
Minutoli, Marco, Castellana, Vito Giovanni, Tumeo, Antonino, Ferrandi, Fabrizio
Published in 2015 25th International Conference on Field Programmable Logic and Applications (FPL) (01.09.2015)
Published in 2015 25th International Conference on Field Programmable Logic and Applications (FPL) (01.09.2015)
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Conference Proceeding
An MLIR-based Compiler Flow for System-Level Design and Hardware Acceleration
Agostini, Nicolas Bohm, Curzel, Serena, Amatya, Vinay, Tan, Cheng, Minutoli, Marco, Castellana, Vito Giovanni, Manzano, Joseph, Kaeli, David, Tumeo, Antonino
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
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Conference Proceeding
SODA Synthesizer: an Open-source, Multi-level, Modular, Extensible Compiler from High-level Frameworks to Silicon
Agostini, Nicolas Bohm, Limaye, Ankur, Minutoli, Marco, Castellana, Vito Giovanni, Manzano, Joseph, Tumeo, Antonino, Curzel, Serena
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
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Conference Proceeding
Fast and Scalable Implementations of Influence Maximization Algorithms
Minutoli, Marco, Halappanavar, Mahantesh, Kalyanaraman, Ananth, Sathanur, Arun, Mcclure, Ryan, McDermott, Jason
Published in 2019 IEEE International Conference on Cluster Computing (CLUSTER) (01.09.2019)
Published in 2019 IEEE International Conference on Cluster Computing (CLUSTER) (01.09.2019)
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Conference Proceeding
Invited: Software Defined Accelerators From Learning Tools Environment
Tumeo, Antonino, Minutoli, Marco, Castellana, Vito Giovanni, Manzano, Joseph, Amatya, Vinay, Brooks, David, Wei, Gu-Yeon
Published in 2020 57th ACM/IEEE Design Automation Conference (DAC) (01.07.2020)
Published in 2020 57th ACM/IEEE Design Automation Conference (DAC) (01.07.2020)
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Conference Proceeding
Efficient synthesis of graph methods: A dynamically scheduled architecture
Minutoli, Marco, Castellana, Vito Giovanni, Tumeo, Antonino, Lattuada, Marco, Ferrandi, Fabrizio
Published in 2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2016)
Published in 2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2016)
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Conference Proceeding
Learning to Simulate Aerosol Dynamics with Graph Neural Networks
Ferracina, Fabiana, Beeler, Payton, Halappanavar, Mahantesh, Krishnamoorthy, Bala, Minutoli, Marco, Fierce, Laura
Year of Publication 20.09.2024
Year of Publication 20.09.2024
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Journal Article
GreediRIS: Scalable Influence Maximization using Distributed Streaming Maximum Cover
Barik, Reet, Cappa, Wade, Ferdous, S M, Minutoli, Marco, Halappanavar, Mahantesh, Kalyanaraman, Ananth
Year of Publication 20.08.2024
Year of Publication 20.08.2024
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Journal Article
Message from the Workshop Chairs
Published in 2021 IEEE/ACM 11th Workshop on Irregular Applications: Architectures and Algorithms (IA3)
(01.11.2021)
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Conference Proceeding
Picasso: Memory-Efficient Graph Coloring Using Palettes With Applications in Quantum Computing
Ferdous, S M, Neff, Reece, Peng, Bo, Shuvo, Salman, Minutoli, Marco, Mukherjee, Sayak, Kowalski, Karol, Becchi, Michela, Halappanavar, Mahantesh
Year of Publication 12.01.2024
Year of Publication 12.01.2024
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Journal Article
Automated Generation of Integrated Digital and Spiking Neuromorphic Machine Learning Accelerators
Curzel, Serena, Agostini, Nicolas Bohm, Song, Shihao, Dagli, Ismet, Limaye, Ankur, Tan, Cheng, Minutoli, Marco, Castellana, Vito Giovanni, Amatya, Vinay, Manzano, Joseph, Das, Anup, Ferrandi, Fabrizio, Tumeo, Antonino
Published in 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (01.11.2021)
Published in 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (01.11.2021)
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Conference Proceeding
Fused Breadth-First Probabilistic Traversals on Distributed GPU Systems
Neff, Reece, Mostafa Eghbali Zarch, Minutoli, Marco, Halappanavar, Mahantesh, Tumeo, Antonino, Kalyanaraman, Ananth, Becchi, Michela
Published in arXiv.org (16.11.2023)
Published in arXiv.org (16.11.2023)
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Paper
Journal Article
Vertex Reordering for Real-World Graphs and Applications: An Empirical Evaluation
Barik, Reet, Minutoli, Marco, Halappanavar, Mahantesh, Tallent, Nathan R., Kalyanaraman, Ananth
Published in 2020 IEEE International Symposium on Workload Characterization (IISWC) (01.10.2020)
Published in 2020 IEEE International Symposium on Workload Characterization (IISWC) (01.10.2020)
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Conference Proceeding
Picasso: Memory-Efficient Graph Coloring Using Palettes With Applications in Quantum Computing
Ferdous, S M, Neff, Reece, Peng, Bo, Shuvo, Salman, Minutoli, Marco, Mukherjee, Sayak, Kowalski, Karol, Becchi, Michela, Halappanavar, Mahantesh
Published in 2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (27.05.2024)
Published in 2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (27.05.2024)
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Conference Proceeding