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Embedded Computer Systems: Architectures, Modeling, and Simulation

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Cover of 'Embedded Computer Systems: Architectures, Modeling, and Simulation'

Table of Contents

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    Book Overview
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    Chapter 1 Fast Performance Estimation and Design Space Exploration of SSD Using AI Techniques
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    Chapter 2 Combining Task- and Data-Level Parallelism for High-Throughput CNN Inference on Embedded CPUs-GPUs MPSoCs
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    Chapter 3 AMAIX: A Generic Analytical Model for Deep Learning Accelerators
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    Chapter 4 Data Mining in System-Level Design Space Exploration of Embedded Systems
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    Chapter 5 CoPTA: Contiguous Pattern Speculating TLB Architecture
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    Chapter 6 A Fine-Granularity Image Pyramid Accelerator for Embedded Processors
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    Chapter 7 Rec2Poly: Converting Recursions to Polyhedral Optimized Loops Using an Inspector-Executor Strategy
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    Chapter 8 DRAMSys4.0: A Fast and Cycle-Accurate SystemC/TLM-Based DRAM Simulator
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    Chapter 9 Transpiling Python to Rust for Optimized Performance
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    Chapter 10 A Fast Heuristic to Pipeline SDF Graphs
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    Chapter 11 System Simulation of Memristor Based Computation in Memory Platforms
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    Chapter 12 Compiler Optimizations for Safe Insertion of Checkpoints in Intermittently Powered Systems
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    Chapter 13 Fine-Grained Power Modeling of Multicore Processors Using FFNNs
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    Chapter 14 From High-Level Synthesis to Bundled-Data Circuits
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    Chapter 15 Energy-Aware Partial-Duplication Task Mapping Under Real-Time and Reliability Constraints
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    Chapter 16 A Quantitative Study of Locality in GPU Caches
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    Chapter 17 CHASM: Security Evaluation of Cache Mapping Schemes
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    Chapter 18 DeePar-SCA: Breaking Parallel Architectures of Lattice Cryptography via Learning Based Side-Channel Attacks
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    Chapter 19 Profiling Dilithium Digital Signature Traces for Correlation Differential Side Channel Attacks
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    Chapter 20 S-NET: A Confusion Based Countermeasure Against Power Attacks for SBOX
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    Chapter 21 Risk and Architecture Factors in Digital Exposure Notification
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    Chapter 23 VGM-Bench: FPU Benchmark Suite for Computer Vision, Computer Graphics and Machine Learning Applications
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    Chapter 24 Decision Support Systems to Promote Health and Well-Being of People During Their Working Age: The Case of the WorkingAge EU Project
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    Chapter 25 Technical Debt Management and Energy Consumption Evaluation in Implantable Medical Devices: The SDK4ED Approach
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    Chapter 26 Distributed Training on a Highly Heterogeneous HPC System
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Title
Embedded Computer Systems: Architectures, Modeling, and Simulation
Published by
Springer International Publishing, December 2020
DOI 10.1007/978-3-030-60939-9
ISBNs
978-3-03-060938-2, 978-3-03-060939-9
Editors

Orailoglu, Alex, Jung, Matthias, Reichenbach, Marc

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