Embedded Computer Systems: Architectures, Modeling, and Simulation

This book constitutes the refereed proceedings of the 20th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation, SAMOS 2020, held in Samos, Greece, in July 2020.*The 16 regular papers presented were carefully reviewed and selected from 35 submissions. In addition, 9 papers from two special sessions were included, which were organized on topics of current interest: innovative architectures for security and European projects on embedded and high performance computing for health applications.

• The conference was held virtually due to the COVID-19 pandemic.

Inhalt

Fast Performance Estimation and Design Space Exploration of SSD Using AI Techniques.- Combining Task- and Data-level Parallelism for High-throughput CNN Inference on Embedded CPUs-GPUs MPSoCs.- AMAIX: A Generic Analytical Model for Deep Learning Accelerators.- Data Mining in System-Level Design Space Exploration of Embedded Systems.- CoPTA: Contiguous Pattern Speculating TLB Architecture.- A Fine-Granularity Image Pyramid Accelerator for Embedded Processors.- Rec2Poly: Converting Recursions to Polyhedral Optimized Loops Using an Inspector-Executor Strategy.- DRAMSys4.0: A Fast and Cycle-Accurate SystemC/TLM-Based DRAM Simulator.- Transpiling Python to Rust for Optimized Performance.- A Fast Heuristic to Pipeline SDF Graphs.- System Simulation of Memristor Based Computation in Memory Platforms.- Compiler Optimizations for Safe Insertion of Checkpoints in Intermittently Powered Systems.- Fine-Grained Power Modeling of Multicore Processors using FFNNs.- From High-Level Synthesis to Bundled-Data Circuits.- Energy-aware Partial-Duplication Task Mapping under Real-Time and Reliability Constraints.- A Quantitative Study of Locality in GPU Caches.- SPECIAL SESSION: Innovative Architectures for Security.- CHASM: Security Evaluation of Cache Mapping Schemes.- DeePar-SCA: Breaking Parallel Architectures of Lattice Cryptography via Learning Based Side-Channel Attacks.- Profiling Dilithium Digital Signature Traces for Correlation Differential Side Channel Attacks.- S-NET: A Confusion Based Countermeasure Against Power Attacks for SBOX.- Risk and Architecture factors in Digital Exposure Notification.- SPECIAL SESSION: European Projects on Embedded and High Performance Computing for Health Applications.- Introduction to the Special Session on "European Projects on Embedded and High Performance Computing for Health Applications".- VGM-Bench: FPU Benchmark Suite for Computer Vision, Computer Graphics and Machine Learning applications.- Decision Support Systems to Promote Health and Well-being of People of Working Age: the Case of the WorkingAge EU Project.- Technical Debt Management and Energy Consumption Evaluation in Implantable Medical Devices: The SDK4ED Approach.- Distributed Training on a Highly Heterogeneus HPC System.