Embedded Computer Systems: Architectures, Modeling, and Simulation: 20th International Conference, SAMOS 2020, Samos, Greece, July 5–9, 2020, Proceedings [1st ed.] 9783030609382, 9783030609399

Table of contents :
Front Matter ....Pages i-xiii
Fast Performance Estimation and Design Space Exploration of SSD Using AI Techniques (Jangryul Kim, Soonhoi Ha)....Pages 1-17
Combining Task- and Data-Level Parallelism for High-Throughput CNN Inference on Embedded CPUs-GPUs MPSoCs (Svetlana Minakova, Erqian Tang, Todor Stefanov)....Pages 18-35
AMAIX: A Generic Analytical Model for Deep Learning Accelerators (Lukas Jünger, Niko Zurstraßen, Tim Kogel, Holger Keding, Rainer Leupers)....Pages 36-51
Data Mining in System-Level Design Space Exploration of Embedded Systems (Valentina Richthammer, Tobias Scheinert, Michael Glaß)....Pages 52-66
CoPTA: Contiguous Pattern Speculating TLB Architecture (Yichen Yang, Haojie Ye, Yuhan Chen, Xueyang Liu, Nishil Talati, Xin He et al.)....Pages 67-83
A Fine-Granularity Image Pyramid Accelerator for Embedded Processors (Chun-Jen Tsai, Chiang-Yi Wang)....Pages 84-95
Rec2Poly: Converting Recursions to Polyhedral Optimized Loops Using an Inspector-Executor Strategy (Salwa Kobeissi, Alain Ketterlin, Philippe Clauss)....Pages 96-109
DRAMSys4.0: A Fast and Cycle-Accurate SystemC/TLM-Based DRAM Simulator (Lukas Steiner, Matthias Jung, Felipe S. Prado, Kirill Bykov, Norbert Wehn)....Pages 110-126
Transpiling Python to Rust for Optimized Performance (Henri Lunnikivi, Kai Jylkkä, Timo Hämäläinen)....Pages 127-138
A Fast Heuristic to Pipeline SDF Graphs (Alexandre Honorat, Karol Desnos, Mickaël Dardaillon, Jean-François Nezan)....Pages 139-151
System Simulation of Memristor Based Computation in Memory Platforms (Ali BanaGozar, Kanishkan Vadivel, Joonas Multanen, Pekka Jääskeläinen, Sander Stuijk, Henk Corporaal)....Pages 152-168
Compiler Optimizations for Safe Insertion of Checkpoints in Intermittently Powered Systems (Bahram Yarahmadi, Erven Rohou)....Pages 169-185
Fine-Grained Power Modeling of Multicore Processors Using FFNNs (Mark Sagi, Nguyen Anh Vu Doan, Nael Fasfous, Thomas Wild, Andreas Herkersdorf)....Pages 186-199
From High-Level Synthesis to Bundled-Data Circuits (Yoan Decoudu, Jean Simatic, Katell Morin-Allory, Laurent Fesquet)....Pages 200-212
Energy-Aware Partial-Duplication Task Mapping Under Real-Time and Reliability Constraints (Minyu Cui, Lei Mo, Angeliki Kritikakou, Emmanuel Casseau)....Pages 213-227
A Quantitative Study of Locality in GPU Caches (Sohan Lal, Ben Juurlink)....Pages 228-242
Front Matter ....Pages 243-243
CHASM: Security Evaluation of Cache Mapping Schemes (Fernando Mosquera, Nagendra Gulur, Krishna Kavi, Gayatri Mehta, Hua Sun)....Pages 245-261
DeePar-SCA: Breaking Parallel Architectures of Lattice Cryptography via Learning Based Side-Channel Attacks (Furkan Aydin, Priyank Kashyap, Seetal Potluri, Paul Franzon, Aydin Aysu)....Pages 262-280
Profiling Dilithium Digital Signature Traces for Correlation Differential Side Channel Attacks (Apostolos P. Fournaris, Charis Dimopoulos, Odysseas Koufopavlou)....Pages 281-294
S-NET: A Confusion Based Countermeasure Against Power Attacks for SBOX (Abdullah Aljuffri, Pradeep Venkatachalam, Cezar Reinbrecht, Said Hamdioui, Mottaqiallah Taouil)....Pages 295-307
Risk and Architecture Factors in Digital Exposure Notification (Archanaa S. Krishnan, Yaling Yang, Patrick Schaumont)....Pages 308-319
Front Matter ....Pages 321-322
VGM-Bench: FPU Benchmark Suite for Computer Vision, Computer Graphics and Machine Learning Applications (Luca Cremona, William Fornaciari, Andrea Galimberti, Andrea Romanoni, Davide Zoni)....Pages 323-335
Decision Support Systems to Promote Health and Well-Being of People During Their Working Age: The Case of the WorkingAge EU Project (Rosa Maria Resende de Almeida, Adriana Grau Aberturas, Yolanda Bueno Aguado, Maurizio Atzori, Alessandro Barenghi, Gianluca Borghini et al.)....Pages 336-347
Technical Debt Management and Energy Consumption Evaluation in Implantable Medical Devices: The SDK4ED Approach (Charalampos Marantos, Angeliki-Agathi Tsintzira, Lazaros Papadopoulos, Apostolos Ampatzoglou, Alexander Chatzigeorgiou, Dimitrios Soudris)....Pages 348-358
Distributed Training on a Highly Heterogeneous HPC System (Jose Flich, Carles Hernandez, Eduardo Quiñones, Roberto Paredes)....Pages 359-370
Back Matter ....Pages 371-372

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