Embedded Computer Systems: Architectures, Modeling, and Simulation

20th International Conference, SAMOS 2020, Samos, Greece, July 5–9, 2020, Proceedings

AvAlex Orailoglu,Matthias Jung

Häftad, Engelska, 2020

Del 12471 i serien Lecture Notes in Computer Science

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2020-10-15
Mått:155 x 235 x 21 mm
Vikt:587 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:372
Förlag:Springer Nature Switzerland AG
ISBN:9783030609382

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Programvaruutveckling inom Data och IT
Nätverk och kommunikation inom Data och IT

Innehållsförteckning

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.