| SAMOS XXII – Technical Program Ver. 2.6 | |||||||||
| SUNDAY JULY 3, 2022 | |||||||||
| 09:00 | – | 11:00 | Tutorial on Tutorial on Machine Learning, Part 1 Michele Saad, Adobe (US) |
||||||
| 11:00 | – | 11:20 | COFFEE BREAK | ||||||
| 11:20 | – | 13:20 | Tutorial on Tutorial on Machine Learning, Part 2 Michele Saad, Adobe (US) |
||||||
| 13:20 | – | 14:00 | LUNCH BREAK | ||||||
| 14:00 | – | 16:00 | Tutorial on Processing Data Where It Makes Sense in Modern Computing Systems: Enabling In-Memory Computation, Part 1 Onur Mutlu (ETH Zurich) |
||||||
| 16:00 | – | 16:20 | COFFEE BREAK | ||||||
| 16:20 | – | 18:20 | Tutorial on Processing Data Where It Makes Sense in Modern Computing Systems: Enabling In-Memory Computation, Part 2 Onur Mutlu (ETH Zurich) |
||||||
| MONDAY JULY 4, 2022 | |||||||||
| 08:00 | – | 08:30 | Conference Registration | ||||||
| 08:30 | – | 08:45 | OPENING (Room A+B) | ||||||
| ROOM A – AUDITORIUM | ROOM B | ||||||||
| 08:45 | – | 10:00 | SESSION 1A: High Level Synthesis | 08:45 | – | 10:00 | SESSION 1B: Memory Systems | ||
| Chair: Andreas Gerstlauer, Univ. of Texas – Austin (US) | Chair: Binoy Ravindran, Virginia Tech (US) | ||||||||
| 08:45 | – | 09:05 | High-Level Synthesis of Digital Circuits from Template Haskell and SDF-AP | 08:45 | – | 09:05 | TREAM: A Tool for Evaluating Error Tolerance of Tree-based Models using Approximate Memory | ||
| Hendrik Folmer, Robert de Groote and Marco Bekooij | Mikail Yayla, Zahra Valipour Dehnoo, Mojtaba Masoudinejad and Jian-Jia Chen | ||||||||
| 09:10 | – | 09:30 | Implementing Synthetic Aperture Radar Backprojection in Chisel – A Field Report | 09:10 | – | 09:30 | ISO26262 Hardware Safety Analysis with SystemC | ||
| Niklas Rother, Christian Fahnemann and Holger Blume | Denis Uecker and Matthias Jung | ||||||||
| 09:35 | – | 09:55 | EasyHBM: Simple and Fast HBM Access for FPGAs using High-Level-Synthesis | 09:35 | – | 09:55 | Tagged Geometric History Length Access Interval Prediction for Tightly Coupled Memory Systems | ||
| Lars Schwenger, Philipp Holzinger, Dietmar Fey, Hector Gerardo Munoz Hernandez and Marc Reichenbach | Viktor Razilov, Robert Wittig, Emil Matus and Gerhard Fettweis | ||||||||
| 10:00 | – | 10:20 | COFFEE BREAK | ||||||
| 10:20 | – | 11:10 | SESSION 1C: Processor Architecture | 10:20 | – | 11:10 | SESSION 1D: Embedded Software Systems and beyond | ||
| Chair: Ramon Canal, UPC (ES) | Chair: Cristina Silvano, Polimi (IT) | ||||||||
| 10:20 | – | 10:40 | NanoController: A Minimal and Flexible Processor Architecture for Ultra-Low-Power Always-On System State Controllers | 10:20 | – | 10:40 | CASA: An Approach for exposing and documenting Concurrency-related Software Properties | ||
| Moritz Weißbrich and Guillermo Paya-Vaya | Jasmin Jahic, Volkan Doganci and Hubert Gehring | ||||||||
| 10:45 | – | 11:05 | ControlPULP: A RISC-V Power Controller for HPC Processors with Parallel Control-Law Computation Acceleration |
10:45 | – | 11:05 | High-Level Simulation of Embedded Software Vulnerability to EM Side-Channel Attacks | ||
| Alessandro Ottaviano, Robert Balas, Giovanni Bambini, Corrado Bonfanti, Simone Benatti, Davide Rossi, Luca Benini and Andrea Bartolini | Aditya Thimmaiah, Vishnuvardhan V. Iyer, Andreas Gerstlauer and Michael Orshansky | ||||||||
| 11:10 | – | 11:20 | SHORT BREAK | ||||||
| 11:20 | – | 12:20 | KEYNOTE (Auditorium) — Future Microprocessors: Plenty of Room at the Top And STILL plenty of room at the Bottom Yale N. Patt, University of Texas – Austin (US) Chair: Alex Orailoglu, University of California San Diego (US) |
||||||
| 12:20 | END OF THE SESSIONS | ||||||||
| AFTERNOON: SOCIAL EVENT – BOAT TOUR and BEACHNOTE – Yale Patt, University of Texas at Austin (US) | |||||||||
| TUESDAY JULY 5, 2022 |
|||||||||
| 08:15 | – | 08:30 | Conference Registration | ||||||
| ROOM A – AUDITORIUM | ROOM B | ||||||||
| 08:30 | – | 09:45 | SESSION 2A: Deep Learning Optimization I | 08:30 | – | 09:45 | SESSION 2B: Extra-functional Property Estimation | ||
| Chair: Jasmin Jahic, Univ. of Cambridge (UK) | Chair: Georgi Gaydadjiev, Univ. of Groningen (NL) | ||||||||
| 08:30 | – | 08:50 | A Design Space Exploration Methodology for Enabling Tensor Train Decomposition in Edge Devices | 08:30 | – | 08:50 | The Impact of Dynamic Storage Allocation on CPython Execution Time, Memory Footprint and Energy Consumption: An Empirical Study | ||
| Milad Kokhazadeh, Georgios Keramidas, Vasilios Kelefouras and Iakovos Stamoulis | Christos P. Lamprakos, Lazaros Papadopoulos, Francky Catthoor and Dimitrios Soudris | ||||||||
| 08:55 | – | 09:15 | Study of DNN-based Ragweed Detection from Drones | 08:55 | – | 09:15 | Application runtime estimation for AURIX embedded MCU using deep learning | ||
| Martin Lechner, Axel Jantsch and Lukas Steindl | Florian Fricke, Stefan Scharoba, Sebastian Rachuj, Andreas Konopik, Florian Kluge, Georg Hofstetter and Marc Reichenbach | ||||||||
| 09:20 | – | 09:40 | PULP-TrainLib: Enabling On-Device Training for RISC-V Multi-Core MCUs through Performance-Driven Autotuning | 09:20 | – | 09:40 | A Hybrid Performance Prediction Approach for Fully-Connected Artificial Neural Networks on Multi-Core Platforms | ||
| Davide Nadalini, Manuele Rusci, Giuseppe Tagliavini, Leonardo Ravaglia, Luca Benini and Francesco Conti | Quentin Dariol, Sebastien Le Nours, Sebastien Pillement, Ralf Stemmer, Domenik Helms and Kim Grüttner | ||||||||
| 09:45 | – | 10:05 | COFFEE BREAK | ||||||
| 10:05 | – | 11:05 | KEYNOTE (Auditorium) — Extreme-scale Virtual Screening for Drug Discovery Targeting Urgent Computing Cristina Silvano, Polimi (IT) Chair: Marc Reichenbach, Brandenburg University of Technology (BTU), Cottbus (DE) |
||||||
| 11:05 | – | 11:15 | SHORT BREAK | ||||||
| 11:15 | – | 12:15 | PANEL — The Annual Open Mike panel Chair: Yale N. Patt, University of Texas – Austin (US) |
||||||
| 12:15 | END OF THE SESSIONS | ||||||||
| AFTERNOON: SOCIAL EVENT – TRIP TO PSILIAMOS | |||||||||
| WEDNESDAY JULY 6, 2022 | |||||||||
| 08:30 | – | 09:20 | SESSION 3A: Deep Learning Optimization II | 08:30 | – | 09:20 | SPECIAL SESSION: Innovative Architectures and tools for Security | ||
| Chair: Andy Pimentel, Amsterdam Univ. (NL) | Chair: Francesco Regazzoni, Amsterdam Univ. (NL) | ||||||||
| 08:30 | – | 08:50 | A Smart HW-Accelerator for Non-Uniform Linear Interpolation of ML-Activation Functions | 08:30 | – | 08:50 | Obfuscating the Hierarchy of a Digital IP | ||
| Sebastian Prebeck, Wafic Lawand, Mounika Vaddeboina and Wolfgang Ecker | Giorgi Basiashvili, Zain Ul Abideen and Samuel Pagliarini | ||||||||
| 08:55 | – | 09:15 | Hardware-Aware Evolutionary Filter Pruning | 08:55 | – | 09:15 | On the effectiveness of true random number generators implemented on FPGAs | ||
| Christian Heidorn, Nicolai Meyerhöfer, Christian Schinabeck, Frank Hannig and Jürgen Teich | Davide Galli, Andrea Galimberti, William Fornaciari and Davide Zoni | ||||||||
| 09:20 | – | 09:40 | COFFEE BREAK | ||||||
| 09:40 | – | 10:40 | KEYNOTE (Auditorium) — DESIGN OF SECURE POWER MONITORS FOR HARDWARE ACCELERATORS William Fornaciari, Polimi (IT) Chair: Matthias Jung, Fraunhofer IESE, Kaiserslautern (DE) |
||||||
| 10:40 | – | 10:50 | SHORT BREAK | ||||||
| 10:50 | – | 12:30 | SESSION 3B: Power and Energy | 10:50 | – | 12:30 | SPECIAL SESSION: European Projects | ||
| Chair: Dimitrios Soudris, NTUA (GR) | Chairs: Giovanni Agosta, Politecnico di Milano (IT) | ||||||||
| 10:50 | – | 11:10 | SIDAM: A Design Space Exploration Framework for Multi-Sensor Embedded Systems Powered by Energy Harvesting | 10:50 | – | 11:10 | SafeDX: Standalone Modules Providing Diverse Redundancy for Safety-Critical Applications | ||
| Pierre-Louis Sixdenier, Stefan Wildermann, Daniel Ziegler and Jürgen Teich | Ramon Canal, Francisco Bas, Sergi Alcaide, Guillem Cabo, Pedro Benedicte, Francisco Fuentes, Feng Chang, Ilham Lasfar, and Jaume Abella | ||||||||
| 11:15 | – | 11:35 | A Data-Driven Approach to Lightweight DVFS-aware Counter-based Power Modeling for Heterogeneous Platforms | 11:15 | – | 11:35 | HW/SW Acceleration of Multiple Workloads Within the SERRANO’s Computing Continuum | ||
| Sergio Mazzola, Thomas Benz, Björn Forsberg and Luca Benini | Argyris Kokkinis, Aggelos Ferikoglou, Ioannis Oroutzoglou, Dimitrios Danopoulos, Dimosthenis Masouros, and Kostas Siozios | ||||||||
| 11:40 | – | 12:00 | A Critical Assessment of DRAM-PIM Architectures – Trends, Challenges and Solutions | 11:40 | – | 12:00 | LSTM acceleration with FPGA and GPU devices for edge computing applications in B5G MEC | ||
| Chirag Sudarshan, Mohammad Hassani Sadi, Lukas Steiner, Christian Weis and Norbert When | Dimitrios Danopoulos, Ioannis Stamoulias, George Lentaris, Dimosthenis Masouros, Ioannis Kanaropoulos, Andreas Kakolyris and Dimitrios Soudris | ||||||||
| 12:05 | – | 12:25 | 12:05 | – | 12:25 | The TEXTAROSSA Approach to Thermal Control of Future HPC Systems | |||
| William Fornaciari, Federico Terraneo, Giovanni Agosta, Giuseppe Zummo, Luca Saraceno, Giorgia Lancione, Daniele Gregori and Massimo Celino | |||||||||
| 12:30 | – | 12:40 | SHORT BREAK | ||||||
| 12:40 | – | 12:50 | CLOSING (Room A+B) Georgi Gaydadjiev, University of Groningen (NL) |
||||||
| EVENING: SOCIAL EVENT – CONFERENCE DINNER AGIOS KONSTANTINOS | |||||||||
| THURSDAY JULY 7, 2022 | |||||||||
| MORNING-AFTERNOON: SOCIAL EVENT – HIKING ON THE MOUNTAINS AGIOS KONSTANTINOS – MANOLATES | |||||||||
