PUBLIC MATERIAL
PUBLICATIONS
Journals
Stephanie Soldavini, Karl F. A. Friebel, Mattia Tibaldi, Gerald Hempel, Jeromino Castrillon, Christian Pilato. Automatic Creation of High-Bandwidth Memory Architectures from Domain-Specific Languages: The Case of Computational Fluid Dynamics. arXiv, 2022. (available at: https://arxiv.org/abs/2203.10850)
Mattia Tibaldi, Gianluca Palermo and Christian Pilato. Dynamically-Tunable Dataflow Architectures Based on Markov Queuing Models. Electronics, an open access journal by MDPI, 12 February 2022. (available at: https://www.mdpi.com/2079-9292/11/4/555)
Stephanie Soldavini and Christian Pilato. A Survey on Domain-Specific Memory Architecture. Journal of Integrated Circuits and Systems, vol. 16, n. 2, 2021, JISC Special Issue, 23 August 2021. (available at: https://doi.org/10.29292/jics.v16i2.509 )
Conferences
K. F. A. Friebel, A. A. Khan, J. Castrillon. Modelling linear algebra kernels as polyhedral volume
operations. IMPACT 2023
S. Soldavini, D. Sciuto, C. Pilato. Iris: Automatic Generation of Efficient Data Layouts
for High Bandwidth Utilization. ASPDAC 2023
K. Nayak, D. Upadhyaya, F. Regazzoni, I. Polian. On the Limitations of Logic Locking the
Approximate Circuits. AsiaHOST 2023.
P. N. Soomro, M. Abduljabbar, J. Castrillon, M. Pericàs. Shisha: Online scheduling of CNN pipelines on heterogeneous architectures. PPAM 2022 (available at: https://arxiv.org/abs/2202.11575).
S. Curzel, S. Jovic, M. Fiorito, A. Tumeo, F. Ferrandi. High Level Synthesis: Experimenting with MLIR polyhedral representation for accelerator design. IMPACT 2022.
Karl Friebel, Stephanie Soldavini, Gerald Hempel, Christian Pilato, Jeronimo Castrillon. From Domain-Specific Languages to Memory-Optimized Accelerators for Fluid Dynamics. FPGA for HPC Workshop 2021, HPCFPGA2021, 7-10 September 2021, Virtual Event (available at: https://arxiv.org/abs/2108.03326).
Dionysios Diamantopoulos, Raphael Polig, Burkhard Ringlein, Mitra Purandare,Beat Weiss, Christoph Hagleitner, Mark Lantz, Franc ̧ois Abel. Acceleration-as-a-μService: A Cloud-native Monte-Carlo Option Pricing Engine on CPUs, CPUs and Disaggregated FPGAs. IEEE World Congress on Services (IEEE CLOUD 2021), 5-11 September (available at:https://ieeexplore.ieee.org/document/9582168).
Emanuele Vitali, Anton Lokhmotov and Gianluca Palermo Dynamic Network selection for the Object Detection task: why it matters and what we (didn’t) achieve Proceedings of the International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS XXI), 5-7 July 2021, Virtual Event (available at: https://arxiv.org/abs/2105.13279).
Flavia Caforio, Pierpaolo Iannicelli, Michele Paolino, Daniel Raho VOSySmonitoRV: a mixed-criticality solution on Linux-capable RISC-V platforms Proceedings of 10th Mediterranean conference on embedded computing (MECO21), 7-10 June 2021, Budva, Montenegro (available at: https://ieeexplore.ieee.org/document/9460246).
Christian Pilato, Francesco Regazzoni High-Level Synthesis of Security Properties via Software-Level Abstractions Presented at 1st Workshop on Languages, Tools, and Techniques for Accelerator Design (LATTE 2021) , 15 April 2021, Virtual Event (available at: http://arxiv.org/abs/2104.01446).
Stephanie Soldavini, Christian Pilato Compiler Infrastructure for Specializing Domain-Specific Memory Templates Presented at 1st Workshop on Languages, Tools, and Techniques for Accelerator Design (LATTE 2021) , 15 April 2021, Virtual Event (available at: http://arxiv.org/abs/2104.01448).
Christian Pilato, Stanislav Bohm, Fabien Brocheton, Jeronimo Castrillon, Riccardo Cevasco, Vojtech Cima, Radim Cmar, Dionysios Diamantopoulos, Fabrizio Ferrandi, Jan Martinovic, Gianluca Palermo, Michele Paolino, Antonio Parodi, Lorenzo Pittaluga, Daniel Raho, Francesco Regazzoni, Katerina Slaninova, Christoph Hagleitner EVEREST: A design environment for extreme-scale big data analytics on heterogeneous platforms Proceedings of the IEEE Design, Automation and Test in Europe Conference (DATE), 1-5 February 2021, Virtual Event (available at: https://arxiv.org/abs/2103.04185).
Poster
S. Curzel, S. Jovic, M. Fiorito, A. Tumeo, F. Ferrandi. MLIR Loop Optimizations for High-Level Synthesis: A Case Study, PACT 2022.
Tom Slooff, Francesco Regazzoni, Fabien Brocheton, Antonio Parodi, Radim Cmar. Anomaly detection to improve security of big data analytics, CF 2022.
Radim Cmar , Martin Šurkovský, Martin Šurkovský, Jan Martinovič Advanced Traffic Modelling for Smart Cities using Powerful Data Processing Platform, EBDVF 2021.
A.Galizia, A.Parodi ,R.Cevasco, M.Grasso Predicting Renewable Engergy Generation by the means of Weather-Scenarios, IOT Sensors and Complex HPC Infrastructure, EBDVF 2021.
F. Brocheton, D. Poulet , A.Galizia, A.Parodi, M. Golasowski, J. Martinovič Improving Air Dispersion Prediction Exploiting Complex Infrastructure and Ensemble Forecast, EBDVF 2021.
Radim Cmar, Martin Šurkovský, Kateřina Slaninová, Jan Martinovič Advanced Traffic Modelling for Smart CitiesUsing Powerful Data Processing Platform, EHPCSW 2022.
Martin Šurkovský, Stanislav Bohm, Kateřina Slaninová, Jan Martinovič, Radim Cmar, Gianluca Palermo Advanced Traffic Modelling for Smart Cities – Project Demonstrator Using Everest Methodology, ISC 2022
PUBLIC DELIVeRABLES
D1.2 Initial Data Management Plan
D2.1 Definition of the Application Use Cases (NOT YET APPROVED BY EC)
D2.2 Definition of the Language Requiremetns (NOT YET APPROVED BY EC)
D2.3 Definition of Data Requirements (NOT YET APPROVED BY EC)
D7.2 Initial dissemination Plan
D4.1 Definition of the compilation framework (NOT YET APPROVED BY EC)
D1.3 Interim Data Management Plan
D3.1 Data Management Techniques: Initial Version (NOT YET APPROVED BY EC)
D4.2 Intermediate Report of the Compilation Framework
Webinars
other videos
EVENTS
- DATE workshop DATA-DREAM22 click for more information
- HiPEAC workshop EVEREST: Design and Programming High-performance, distributed, reconfigurable and heterogeneous platforms for extreme-scale analytics click for more information
- PhD Summer School: Extreme-scale big data analytics and scientific computing on heterogeneous platforms click for more information
- European Big Data Value Forum 2022 special session: EVEREST SDK: High-Performance, Distributed, Reconfigurable and Heterogeneous Platforms for Extreme-Scale Data Analytics click for more information