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ORCIDSAMOS 2021: Virtual Event
- Alex Orailoglu, Matthias Jung, Marc Reichenbach:
Embedded Computer Systems: Architectures, Modeling, and Simulation - 21st International Conference, SAMOS 2021, Virtual Event, July 4-8, 2021, Proceedings. Lecture Notes in Computer Science 13227, Springer 2022, ISBN 978-3-031-04579-0
Simulation and Design Space Exploration
- Alessandro Cornaglia, Alexander Viehl, Oliver Bringmann:
Accurate LLVM IR to Binary CFGs Mapping for Simulation of Optimized Embedded Software. 3-15 - Matteo Perotti, Giuseppe Tagliavini, Stefan Mach, Luca Bertaccini, Luca Benini:
RVfplib: A Fast and Compact Open-Source Floating-Point Emulation Library for Tiny RISC-V Processors. 16-32 - Luise Müller
, Kai Neubauer, Christian Haubelt:
Exploiting Similarity in Evolutionary Product Design for Improved Design Space Exploration. 33-49 - Valentina Richthammer, Michael Glaß:
Automatic Search-Space Compression in System-Level Design Space Exploration Using Deep Generative Models. 50-61
The 3Cs - Cache, Cluster and Cloud
- Daniel Rodrigues Carvalho, André Seznec:
A Case for Partial Co-allocation Constraints in Compressed Caches. 65-77 - Jan Solanti, Michal Babej, Julius Ikkala, Vinod Kumar Malamal Vadakital, Pekka Jääskeläinen:
PoCL-R: A Scalable Low Latency Distributed OpenCL Runtime. 78-94 - Vasilios I. Kelefouras, Karim Djemame, Georgios Keramidas, Nikolaos S. Voros:
An Analytical Model for Loop Tiling Transformation. 95-107 - Achilleas Tzenetopoulos, Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris:
Interference-Aware Workload Placement for Improving Latency Distribution of Converged HPC/Big Data Cloud Infrastructures. 108-123
Heterogeneous SoC
- Erqian Tang, Svetlana Minakova, Todor P. Stefanov:
Energy-Efficient and High-Throughput CNN Inference on Embedded CPUs-GPUs MPSoCs. 127-143 - Joel Öhrling, Sébastien Lafond, Dragos Truscan:
Evaluating System Identification Methods for Predicting Thermal Dissipation of Heterogeneous SoCs. 144-160 - Andrés Goens, Jerónimo Castrillón:
Embeddings of Task Mappings to Multicore Systems. 161-176
Novel CPU Architectures and Applications
- Christoph Spang, Florian Meisel, Andreas Koch:
RT-LIFE: Portable RISC-V Interface for Real-Time Lightweight Security Enforcement. 179-194 - Erika S. Alcorta, Pranav Rama, Aswin Ramachandran, Andreas Gerstlauer:
Phase-Aware CPU Workload Forecasting. 195-209 - Petros Arvanitis, Jan-Harm L. F. Betting, Laurens W. J. Bosman, Zaid Al-Ars, Christos Strydis:
WhiskEras 2.0: Fast and Accurate Whisker Tracking in Rodents. 210-225
Dataflow
- Sam Nicholas Kouteili, Francesca Spagnuolo, Bruno Bodin:
Strictly Periodic Scheduling of Cyclo-Static Dataflow Models. 229-241 - Hanna Kruppe, Lukas Sommer, Lukas Weber, Julian Oppermann, Cristian Axenie, Andreas Koch:
Efficient Operator Sharing Modulo Scheduling for Sum-Product Network Inference on FPGAs. 242-258 - Hai Nam Tran, Alexandre Honorat, Shuvra S. Bhattacharyya, Jean-Pierre Talpin, Thierry Gautier, Loïc Besnard:
A Framework for Fixed Priority Periodic Scheduling Synthesis from Synchronous Data-Flow Graphs. 259-271
Special Session on Innovative Architectures and Tools for Security
- George Christou, Giorgos Vasiliadis, Elias Athanasopoulos, Sotiris Ioannidis:
Hard Edges: Hardware-Based Control-Flow Integrity for Embedded Devices. 275-287 - Konstantina Miteloudi, Lejla Batina, Joan Daemen, Nele Mentens:
ROCKY: Rotation Countermeasure for the Protection of Keys and Other Sensitive Data. 288-299 - Tanu Shree Rastogi, Elif Bilge Kavun:
Deep Learning Techniques for Side-Channel Analysis on AES Datasets Collected from Hardware and Software Platforms. 300-316
Special Session on Reports from Research Projects
- Dimitris Theodoropoulos, Andreas Brokalakis, Nikolaos Alachiotis, Dionisios N. Pnevmatikatos:
EDRA: A Hardware-Assisted Decoupled Access/Execute Framework on the Digital Market - Invited Paper. 319-330 - Panagiotis Miliadis, Panagiotis Mpakos, Nikela Papadopoulou, Georgios I. Goumas, Dionisios N. Pnevmatikatos:
Modeling the Scalability of the EuroExa Reconfigurable Accelerators - Preliminary Results - Invited Paper. 331-341 - Christos P. Lamprakos, Charalampos Marantos, Lazaros Papadopoulos, Dimitrios Soudris:
The Known Unknowns: Discovering Trade-Offs Between Heterogeneous Code Changes - Invited Paper. 342-353 - Aggelos Ferikoglou, Ioannis Oroutzoglou, Argyris Kokkinis, Dimitrios Danopoulos, Dimosthenis Masouros, Efthymios Chondrogiannis, Aitor Fernández Gómez, Aristotelis Kretsis, Panagiotis C. Kokkinos, Emmanouel A. Varvarigos, Kostas Siozios:
Towards Efficient HW Acceleration in Edge-Cloud Infrastructures: The SERRANO Approach - Invited Paper. 354-367 - Thomas Bauer, Joseba Andoni Agirre, David Fürcho, Wolfgang Herzner, Bob Hruska, Mustafa Karaca, David Pereira, José Proença, Rupert Schlick, Robert Sicher, Ales Smrcka, Ugur Yayan, Behrooz Sangchoolie:
Cross-domain Modelling of Verification and Validation Workflows in the Large Scale European Research Project VALU3S - Invited Paper. 368-382
Special Session on Next Generation Computing
- Roland Müller, Maximilian Oppelt, Bijoy Kundu, Bangalore Ramesh Akshay Agashe, Thomas Thönes, Elmar Herzer, Claudia Schuhmann, Soumitro Chakrabarty, Christian Kroos, Loreto Mateu:
Hardware/Software Co-Design of an Automatically Generated Analog NN. 385-400 - Markus Fritscher, Johannes Knödtel, Maen Mallah, Stefan Pechmann, Emilio Pérez-Bosch Quesada, Tommaso Rizzi, Christian Wenger, Marc Reichenbach:
Mitigating the Effects of RRAM Process Variation on the Accuracy of Artificial Neural Networks. 401-417 - Anand Ravishankar, Santhi Natarajan, A. Bharathi Malakreddy:
SparseMAX: Accelerating Quantum Neural Networks on GPU Clusters Using Sparse-Matrix Kernels. 418-431 - Patrick Aichroth, Christoph Antes, Pierre Gembatzka, Holger Graf, David S. Johnson, Matthias Jung, Thomas Kämpfe, Thomas Kleinberger, Thomas Köllmer, Thomas Kuhn, Christoph Kutter, Jens Krüger, Dominik Marek Loroch, Hanna M. Lukashevich, Nellie Laleni, Lei Zhang, Johannes Leugering, Rodrigo Martín Fernández, Loreto Mateu, Shaown Mojumder, Benjamin Prautsch, Ferdinand Pscheidl, Karsten Roscher, Sören Schneickert, Frank Vanselow, Paul Wallbott, Oliver Walter, Nico Weber:
SEC-Learn: Sensor Edge Cloud for Federated Learning - Invited Paper. 432-448
Special Session on Insights from Negative Results
- Louis Narmour, Tomofumi Yuki, Sanjay V. Rajopadhye:
(When) Do Multiple Passes Save Energy? 451-466 - Emanuele Vitali, Anton Lokhmotov, Gianluca Palermo:
Dynamic Network Selection for the Object Detection Task: Why It Matters and What We (Didn't) Achieve. 467-480 - Douglas Pereira Pasqualin, Matthias Diener, André Rauber Du Bois, Maurício Lima Pilla:
Sharing-Aware Data Mapping in Software Transactional Memory. 481-492 - Anna Drewes, Martin Koppehel, Thilo Pionteck:
Dead-Ends in FPGAs for Database Acceleration. 493-504 - Francesco Dall'Occo, Andrés Bueno-Crespo, José L. Abellán, Davide Bertozzi, Michele Favalli:
The Challenge of Classification Confidence Estimation in Dynamically-Adaptive Neural Networks. 505-522
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