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检索条件"任意字段=International Conference on Embedded Computer Systems -Architectures, Modeling and Simulation"

共 2878 条记录，以下是241-250 订阅

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A workflow for automatically generating application-level safety mechanisms from UML stereotype model representations 15

A workflow for automatically generating application-level sa...

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15th international conference on Evaluation of Novel Approaches to Software Engineering, ENASE 2020

作者： Huning, Lars Iyenghar, Padma Pulvermueller, Elke Institute of Computer Science University of Osnabrück Wachsbleiche 27 Osnabrück49090 Germany

ISBN: (纸本)9789897584213

Safety-critical systems operate in contexts where failure may lead to serious harm for humans or the environment. Safety standards, e.g., IEC 61508 or ISO 26262, provide development guidelines to improve the safety of such systems. For this, they recommend a variety of safety mechanisms to mitigate possible safety hazards. While these standards recommend certain safety mechanisms, they do not provide any concrete development or implementation assistance for any of these techniques. This paper presents a detailed workflow, how such safety mechanisms may be automatically generated from UML model representations in a model-driven development process. We illustrate this approach by applying it to the modeling and automatic generation of voting mechanisms, which are a wide-spread safety mechanism in safety-critical systems that employ some form of redundancy for fault detection or fault masking. Finally, we study the scalability of the proposed code generation via quantitative experiments. © Copyright 2020 by SCITEPRESS - Science and Technology Publications, Lda. All rights reserved.

关键词： embedded systems

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Towards Time-Sensitive Networking in Heterogeneous Platforms with Virtualization 25

Towards Time-Sensitive Networking in Heterogeneous Platforms...

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25th IEEE international conference on Emerging Technologies and Factory Automation, ETFA 2020

作者： Leonardi, Luca Bello, Lucia Lo Patti, Gaetano University of Catania Department of Electrical Electronics and Computer Engineering Catania Italy

ISBN: (纸本)9781728189567

The advent of commercial-off-the-shelf (COTS) heterogeneous multicore platforms is offering many opportunities in the market of embedded computing systems for many application scenarios. The integration of multiple computing elements in a single device entails impressive performance capabilities. At the same time, the increased complexity of emerging systems requires the integration of more subsystems and functionalities, among others the communication subsystem. This work deals with the desirable properties of software transmission mechanisms to enable TSN communications in heterogeneous platforms handled by a hypervisor. Moreover, preliminary simulation results provide some insights on the limits and the advantages of the investigated architectures. © 2020 IEEE.

关键词： Real time systems

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CoD: Coherence-on-Demand - Runtime Adaptable Working Set Coherence for DSM-Based Manycore architectures 19th

CoD: Coherence-on-Demand - Runtime Adaptable Working Set Coh...

引用

19th international conference on embedded computer systems: architectures, modeling, and simulation (SAMOS)

作者： Srivatsa, Akshay Rheindt, Sven Gabriel, Dirk Wild, Thomas Herkersdorf, Andreas Tech Univ Munich Munich Germany

ISBN: (纸本)9783030275624;9783030275617

embedded system applications, with their inherently limited parallelism, rarely exploit all available processing resources in large DSM-based manycore architectures. In addition, global coherence spanning across all tiles does not scale well. Therefore, we have proposed a region-based cache coherence (RBCC) approach that enables coherence among a selectable cluster of tiles in accordance with application requirements. In this paper, we present a novel RBCC-malloc() extension that transparently tailors coherence to actually shared application working sets at runtime. Further, the design and hardware implementation of a flexibly configurable coherency region manager (CRM) supporting RBCC-malloc() are introduced. We synthesized the CRM on an FPGA for a 64-core system and observed a 57% reduction in BRAM-utilization compared to a global coherence directory for regions with up to 16 cores. Experiments reveal an application acceleration of up to 42% compared to a message passing based implementation. We also demonstrate the advantage of RBCC-malloc() compared to standalone RBCC.

关键词： Scalable coherence On-demand coherence DSM systems

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GEMBench: A Platform for Collaborative Development of GPU Accelerated embedded Markov Decision systems 19th

GEMBench: A Platform for Collaborative Development of GPU Ac...

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19th international conference on embedded computer systems: architectures, modeling, and simulation (SAMOS)

作者： Sapio, Adrian E. Tatiefo, Rocky L. Bhattacharyya, Shuvra S. Wolf, Marilyn Univ Maryland College Pk MD 20742 USA Georgia Inst Technol Atlanta GA 30332 USA

ISBN: (纸本)9783030275624;9783030275617

Markov Decision Processes (MDPs) provide a powerful decision making framework, which is increasingly being used in the design of embedded Computing systems (ECSs). This paper presents a detailed accounting of the use of MDPs in this context across research groups, including reference implementations, common datasets, file formats and platforms. Inspired by recent results showing the promising outlook of using embedded GPUs to solve MDPs on ECSs, we detail the many challenges that designers currently face and present GEMBench (the Gpu accelerated embedded Mdp testBench) in order to facilitate experimental research in this area. GEMBench is targeted to a specific embedded GPU platform, the NVIDIA Jetson platform, and is designed for future retargetability to other platforms. GEMBench is a novel open source software package that is intended to run on the target platform. The package contains libraries of MDP solvers, parsers, datasets and reference solutions, which provide a comprehensive infrastructure for understanding trade-offs among existing embedded MDP techniques, and experimenting with novel techniques.

关键词： Markov Decision Processes MDP GPU CUDA Value Iteration embedded software Benchmarking

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Variability-Aware Thermal simulation using CNNs

Variability-Aware Thermal Simulation using CNNs

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international conference on VLSI Design

作者： Hameedah Sultan Smruti R. Sarangi School of Information Technology Indian Institute of Technology New Delhi India Computer Science and Engineering Indian Institute of Technology New Delhi India

With rising power densities in modern-day electronic systems, temperature has emerged as a fundamental design constraint. This has led to the advent of a range of thermal-aware design and runtime management techniques. However, such techniques are heavily dependent on a fast and accurate thermal modeling method. These methods need to account for manufacturing variability, that significantly impacts the chip's power and performance. Similarly, leakage power too contributes to a substantial portion of the total power. Thus a thermal modeling method can be accurate only if it is capable of incorporating the effects of process variation as well as leakage power. In this paper, we propose a simple and elegant residual convolutional neural network for thermal estimation in the presence of variability, which leverages the physics of heat transfer. Our approach is capable of modeling modern-day 3D chips with microchannels and incorporates accurate leakage power models. To enable ultra-fast thermal estimation, we implement our technique on a GPU. Our experiments show that our technique is orders of magnitude faster than the state-of-the-art with a similar, if not better, accuracy. The mean absolute error using our technique is 0.61°C, for a maximum temperature rise of 67.5°C (0.9%).

关键词： Thermal management of electronics Solid modeling Adaptation models Three-dimensional displays Runtime Graphics processing units Estimation

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Low Precision Processing for High Order Stencil Computations 19th

Low Precision Processing for High Order Stencil Computations

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19th international conference on embedded computer systems: architectures, modeling, and simulation (SAMOS)

作者： Singh, Gagandeep Diamantopoulos, Dionysios Stuijk, Sander Hagleitner, Christoph Corporaal, Henk Eindhoven Univ Technol Eindhoven Netherlands IBM Res Zurich Ruschlikon Switzerland

ISBN: (纸本)9783030275624;9783030275617

Modern scientific workloads have demonstrated the inefficiency of using high precision formats. Moving to a lower bit format or even to a different number system can provide tremendous gains in terms of performance and energy efficiency. In this article, we explore the applicability of different number formats and exhaustively search for the appropriate bit width for 3D complex stencil kernels, which are one of the most widely used scientific kernels. Further, we demonstrate the achievable performance of these kernels on state-of-the-art hardware that includes CPU and FPGA, which is the only hardware supporting arbitrary fixed-point precision. Thus, this work fills the gap between current hardware capabilities and future systems for stencil-based scientific applications.

关键词： Numbering systems

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Hardware/Software Self-adaptation in CPS: The CERBERO Project Approach 19th

Hardware/Software Self-adaptation in CPS: The CERBERO Projec...

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19th international conference on embedded computer systems: architectures, modeling, and simulation (SAMOS)

作者： Palumbo, Francesca Fanni, Tiziana Sau, Carlo Rodriguez, Alfonso Madronal, Daniel Desnos, Karol Morvan, Antoine Pelcat, Maxime Rubattu, Claudio Lazcano, Raquel Raffo, Luigi de la Torre, Eduardo Juarez, Eduardo Sanz, Cesar Sanchez de Rojas, Pablo Univ Sassari Sassari Italy Univ Cagliari Cagliari Italy Univ Politecn Madrid Madrid Spain IETR UMR CNRS INSA 6164 Rennes France Inst Pascal UMR CNRS 6602 Aubiere France Thales Alenia Space Espana Madrid Spain

Cyber-Physical systems (CPS) are interconnected devices, reactive and dynamic to sensed external and internal triggers. The H2020 CERBERO EU Project is developing a design environment composed by modelling, deployment... 详细信息

ISBN: (纸本)9783030275624;9783030275617

关键词： Cyber-Physical systems Self-adaptivity HW reconfiguration HW monitoring Run-time management

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Accelerating Automotive Analytics: The M2DC Appliance Approach 19th

Accelerating Automotive Analytics: The M2DC Appliance Approa...

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19th international conference on embedded computer systems: architectures, modeling, and simulation (SAMOS)

作者： Agosta, Giovanni Brandolese, Carlo Fornaciari, William Mainardi, Nicholas Pelosi, Gerardo Reghenzani, Federico Zanella, Michele Des Courchamps, Gaetan Ducrot, Vincent Juilly, Kevin Monot, Sebastien Ceva, Luca Politecn Milan DEIB Milan Italy AS Grp Eolen Malakoff France Vodafone Automot Telemat Zurich Switzerland

ISBN: (纸本)9783030275624;9783030275617

The Modular Microserver DataCenter (M2DC) project provides low-energy, configurable, heterogeneous servers for applications that focus on the elaboration of large data sets, but can take advantage of performance enhancement provided by transparent acceleration techniques. In this paper, we exemplify the M2DC approach through one of the project's use cases, namely automotive Internet of Things analytics. We present the main goals of the use case and we show how an appropriate M2DC microserver can be used to accelerate the application without significant modifications to its code.

关键词： Data analytics embedded systems Compilers Applied cryptography Automotive

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Training laboratories with online access on the *** platform 12

Training laboratories with online access on the *** platform

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12th Majorov international conference on Software Engineering and computer systems, MICSECS 2020

作者： Platunov, Alexey Kluchev, Arkady Pinkevich, Vasiliy Kluchev, Vladislav Kolchurin, Maxim ITMO University Kronverksky prospekt 49 Saint Petersburg197101 Russia LMT Ltd. Birzhevaya liniya 16 Saint Petersburg199034 Russia

In the era of total digitalization, an important application area is the creation of platforms for remote educational and scientific laboratory research on real equipment. The online laboratory *** is a multi-level infrastructure that integrates laboratory equipment for various purposes (from microcontrollers and FPGAs to analytical instruments and technological units) with cloud services for the preparation, performing a full-scale and mixed experiment, with simulation and modeling tools, information and methodological databases, logs of experiments and checkpoint tests. The platform is actively developing. Now it supports laboratory equipment from two very different application areas: embedded computing and thermophysical experiment. © 2020 Copyright for this paper by its authors.

关键词： embedded systems

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1st international conference on computer Science, Electronics and Industrial Engineering, CSEI 2019

1st International Conference on Computer Science, Electronic...

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1st international conference on computer Science, Electronics and Industrial Engineering, CSEI 2019

ISBN: (纸本)9783030336134

The proceedings contain 23 papers. The special focus in this conference is on computer Science, Electronics and Industrial Engineering. The topics include: Real-Time Hand Gesture Recognition: A Long Short-Term Memory Approach with Electromyography;development of a Fuzzy Logic-Based Solar Charge Controller for Charging Lead–Acid Batteries;enabling Electronic System for Emergency Alerts;evaluation of Internet of Things Protocols for Shopfloor Communication Integration;embedded System for Hand Gesture Recognition Using EMG Signals: Effect of Size in the Analysis Windows;A Novel Technique for Improving the Robustness to Sensor Rotation in Hand Gesture Recognition Using sEMG;optimization of Motorcycle Assembly Processes Based on Lean Manufacturing Tools;a Study on modeling and simulation of Automobile Painting Process Based on Flexsim;ergonomic Postural Evaluation System Through Non-invasive Sensors;semantic Processing Method to Improve a Query-Based Approach for Mining Concept Maps;energy Supply of a Hybrid System of Biomass and Wind Turbines of the Pichacay Landfill Towards an Intelligent Network for the City of Cuenca-Ecuador;fractal Control Design with Anti-windup Effect for Optimal Operation of a Power Flyback Source;symptomatology of Musculoskeletal Pain Related to Repetitive Movements. Preliminary Study "Post-harvest in Floriculture Companies";design of an Ergonomic Prototype for Physical Rehabilitation of People with Paraplegia;an Ontology-Based Data Management Model Applied to a Real Information System;image Analysis Based on Heterogeneous architectures for Precision Agriculture: A Systematic Literature Review;educational Robot Using Lego Mindstorms and Mobile Device;use of E-Learning and Audio-Lingual Method for the Development of Listening Comprehension Skills.

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