Dissertations / Theses on the topic 'Embedded component'
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Azumi, Takuya, Hiroaki Takada, and Hiroshi Oyama. "Optimization of Component Connections for an Embedded Component System." IEEE, 2009. http://hdl.handle.net/2237/13983.
Full textCARVALHO, Fernando Ferreira de. "An embedded software component quality evaluation methodology." Universidade Federal de Pernambuco, 2010. https://repositorio.ufpe.br/handle/123456789/2412.
Full textUniversidade de Pernambuco
Um dos maiores desafios para a indústria de embarcados é fornecer produtos com alto nível de qualidade e funcionalidade, a um baixo custo e curto tempo de desenvolvimento, disponibilizando-o rapidamente ao mercado, aumentando assim, o retorno dos investimentos. Os requisitos de custo e tempo de desenvolvimento têm sido abordados com bastante êxito pela engenharia de software baseada em componentes (CBSE) aliada à técnica de reuso de componentes. No entanto, a utilização da abordagem CBSE sem as devidas verificações da qualidade dos componentes utilizados, pode trazer conseqüências catastróficas (Jezequel et al., 1997). A utilização de mecanismos apropriados de pesquisa, seleção e avaliação da qualidade de componentes são considerados pontos chave na adoção da abordagem CBSE. Diante do exposto, esta tese propõe uma Metodologia para Avaliação da Qualidade de Componentes de Software Embarcados sob diferentes aspectos. A idéia é solucionar a falta de consistência entre as normas ISO/IEC 9126, 14598 e 2500, incluindo o contexto de componente de software e estendendo-o ao domínio de sistemas embarcados. Estas normas provêem definições de alto nível para características e métricas para produtos de software, mas não provêem formas de usá-las efetivamente, tornando muito difícil aplicá-las sem adquirir mais informações de outras fontes. A Metodologia é composta de quatro módulos que se complementam em busca da qualidade, através de um processo de avaliação, um modelo de qualidade, técnicas de avaliação agrupadas por níveis de qualidade e uma abordagem de métricas. Desta forma, ela auxilia o desenvolvedor de sistemas embarcado no processo de seleção de componentes, avaliando qual componente melhor se enquadra nos requisitos do sistema. É utilizada por avaliadores terceirizados quando contratados por fornecedores a fim de obter credibilidade em seus componentes. A metodologia possibilita avaliar a qualidade do componente embarcado antes do mesmo ser armazenado em um sistema de repositório, especialmente no contexto do framework robusto para reuso de software, proposto por Almeida (Almeida, 2004)
Matas, Petr. "Connected component tree construction for embedded systems." Thesis, Paris Est, 2014. http://www.theses.fr/2014PEST1116/document.
Full textThe aim of this work is to enable construction of embedded digital image processing systems, which are both flexible and powerful. The thesis proposal explores the possibility of using an image representation called connected component tree (CCT) as the basis for implementation of the entire image processing chain. This is possible, because the CCT is both simple and general, as CCT-based implementations of operators spanning from filtering to segmentation and recognition exist. A typical CCT-based image processing chain consists of CCT construction from an input image, a cascade of CCT transformations, which implement the individual operators, and image restitution, which generates the output image from the modified CCT. The most time-demanding step is the CCT construction and this work focuses on it. It introduces the CCT and its possible representations in computer memory, shows some of its applications and analyzes existing CCT construction algorithms. A new parallel CCT construction algorithm producing the parent point tree representation of the CCT is proposed. The algorithm is suitable for an embedded system implementation due to its low memory requirements. The algorithm consists of many building and merging tasks. A building task constructs the CCT of a single image line, which is treated as a one-dimensional signal. Merging tasks fuse the CCTs together. Three different task scheduling strategies are developed and evaluated. Performance of the algorithm is evaluated on multiple parallel computers. A throughput 83 Mpx/s at speedup 13.3 is achieved on a 16-core machine with Opteron 885 CPUs. Next, the new algorithm is further adapted for hardware implementation and implemented as a new parallel hardware architecture. The architecture contains 16 basic blocks, each dedicated to processing of an image partition and consisting of execution units and memory. A special interconnection switch is designed to allow some executions units to access memory in other basic blocks. The algorithm requires this for the final merging of the CCTs constructed by different basic blocks together. The architecture is implemented in VHDL and its functional simulation shows performance 145 Mpx/s at clock frequency 120 MHz
Karlsson, Daniel. "Verification of Component-based Embedded System Designs." Doctoral thesis, Linköping : Department of Computer and Information Science, Linköping University, 2006. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-7473.
Full textAzumi, Takuya, Shimpei Yamada, Hiroshi Oyama, Yukikazu Nakamoto, and Hiroaki Takada. "A Visual Modeling Environment for Embedded Component Systems." IEEE, 2007. http://hdl.handle.net/2237/9440.
Full textCampeanu, Gabriel. "GPU-aware Component-based Development for Embedded Systems." Licentiate thesis, Mälardalens högskola, Inbyggda system, 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-33368.
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Vulgarakis, Aneta. "A Resource-Aware Component Model for Embedded Systems." Licentiate thesis, Västerås : School of Innovation, Design and Engineering, Mälardalen University, 2009. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-6681.
Full textBhandaram, Abhinav. "Detecting Component Failures and Critical Components in Safety Critical Embedded Systems using Fault Tree Analysis." Thesis, University of North Texas, 2018. https://digital.library.unt.edu/ark:/67531/metadc1157555/.
Full textHjertström, Andreas. "Data Management in Component-Based Embedded Real-Time Systems." Doctoral thesis, Mälardalens högskola, Akademin för innovation, design och teknik, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-14511.
Full textWiklander, Jimmie. "Component-based software design of embedded real-time systems." Licentiate thesis, Luleå : Luleå University of Technology, 2009. http://pure.ltu.se/ws/fbspretrieve/3318285.
Full textSentilles, Séverine. "Towards Efficient Component-Based Software Development of Distributed Embedded Systems." Licentiate thesis, Mälardalen University, School of Innovation, Design and Engineering, 2009. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-7368.
Full textHjertström, Andreas. "Information Centric Development of Component-Based Embedded Real-Time Systems." Licentiate thesis, Mälardalen University, School of Innovation, Design and Engineering, 2009. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-7582.
Full textThis thesis presents new techniques for data management of run-time data objectsin component-based embedded real-time systems. These techniques enabledata to be modeled, analyzed and structured to achieve data managementduring development, maintenance and execution.The evolution of real-time embedded systems has resulted in an increasedsystem complexity beyond what was thought possible just a few years ago.Over the years, new techniques and tools have been developed to manage softwareand communication complexity. However, as this thesis show, currenttechniques and tools for data management are not sufficient. Today, developmentof real-time embedded systems focuses on the function aspects of thesystem, in most cases disregarding data management.The lack of proper design-time data management often results in ineffectivedocumentation routines and poor overall system knowledge. Contemporarytechniques to manage run-time data do not satisfy demands on flexibility,maintainability and extensibility. Based on an industrial case-study that identifiesa number of problems within current data management techniques, bothduring design-time and run-time, it is clear that data management needs to beincorporated as an integral part of the development of the entire system architecture.As a remedy to the identified problems, we propose a design-time data entityapproach, where the importance of data in the system is elevated to beincluded in the entire design phase with proper documentation, properties, dependenciesand analysis methods to increase the overall system knowledge.Furthermore, to efficiently manage data during run-time, we introduce databaseproxies to enable the fusion between two existing techniques; ComponentBased Software Engineering (CBSE) and Real-Time Database ManagementSystems (RTDBMS). A database proxy allows components to be decoupledfrom the underlying data management strategy without violating the componentencapsulation and communication interface.
INCENSE
Oyama, Hiroshi, Takayuki Ukai, Hiroaki Takada, and Takuya Azumi. "Wheeled Inverted Pendulum with Embedded Component System : A Case Study." IEEE, 2010. http://hdl.handle.net/2237/14474.
Full textKaur, Navjot. "A service-oriented approach to embedded component-based manufacturing automation." Thesis, Loughborough University, 2012. https://dspace.lboro.ac.uk/2134/9445.
Full textHjertström, Andreas. "Information centric development of component-based embedded real-time systems /." Västerås : School of Innovation, Design and Engineering, Mälardalen University, 2009. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-7582.
Full textFischer, Marco. "A formal fault model for component based models of embedded systems." Dresden TUDpress, 2006. http://deposit.d-nb.de/cgi-bin/dokserv?id=2960240&prov=M&dok_var=1&dok_ext=htm.
Full textFischer, Marco. "A Formal Fault Model for Component-Based Models of Embedded Systems." Doctoral thesis, Dresden : TUDpress, 2007. http://deposit.d-nb.de/cgi-bin/dokserv?id=2960240&prov=M&dok_var=1&dok_ext=htm.
Full textSentilles, Séverine. "Managing Extra-Functional Properties in Component-Based Development of Embedded Systems." Doctoral thesis, Mälardalens högskola, Akademin för innovation, design och teknik, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-14543.
Full textVulgarakis, Aneta. "A Resource-Aware Framework for Designing Predictable Component-Based Embedded Systems." Doctoral thesis, Mälardalens högskola, Akademin för innovation, design och teknik, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-14558.
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翁楚灝 and Chor-ho Yung. "A mobile object container for dynamic component composition." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2001. http://hub.hku.hk/bib/B31225573.
Full textYung, Chor-ho. "A mobile object container for dynamic component composition." Hong Kong : University of Hong Kong, 2001. http://sunzi.lib.hku.hk/hkuto/record.jsp?B23234428.
Full textFredriksson, Johan. "Improving predictability and resource utilization in component-based embedded real-time systems." Doctoral thesis, Mälardalens högskola, Akademin för innovation, design och teknik, 2008. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-6602.
Full textSuryadevara, Jagadish. "Design and Analysis Support for Abstract Models of Component-based Embedded Systems." Licentiate thesis, Mälardalens högskola, Akademin för innovation, design och teknik, 2011. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-12251.
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Kainz, Gerd [Verfasser]. "Tool Support for Integrated Development of Component-Based Embedded Systems / Gerd Kainz." München : Verlag Dr. Hut, 2015. http://d-nb.info/1080754229/34.
Full textRoop, Parthasarathi Computer Science & Engineering Faculty of Engineering UNSW. "Forced simulation : a formal approach to component based development of embedded systems." Awarded by:University of New South Wales. School of Computer Science and Engineering, 2000. http://handle.unsw.edu.au/1959.4/20470.
Full textMubeen, Saad. "Modeling and Timing Analysis of Industrial Component-Based Distributed Real-time Embedded Systems." Licentiate thesis, Mälardalens högskola, Akademin för innovation, design och teknik, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-13883.
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Lüders, Frank. "An evolutionary approach to software components in embedded real-time systems /." Västerås : Department of Computer Science and Electronics, Mälardalen University, 2006. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-166.
Full textFörster, Stefan. "A formal framework for modelling component extension and layers in distributed embedded systems." Dresden TUDpress, 2006. http://archiv.tu-chemnitz.de/pub/2007/0063.
Full textFörster, Stefan. "A formal framework for modelling component extension and layers in distributed embedded systems /." Dresden : TUDpress, 2007. http://www.loc.gov/catdir/toc/fy0803/2007462554.html.
Full textFörster, Stefan. "A Formal Framework for Modelling Component Extension and Layers in Distributed Embedded Systems." TUDpress, 2006. https://monarch.qucosa.de/id/qucosa%3A18707.
Full textThis volume of the scientific series Eingebettete, selbstorganisierende Systeme (Embedded Self-Organized Systems) gives an outline of the design of distributed embedded systems. Fields of application for such systems are, amongst others, mission systems and control systems of airplanes (aeronautic applications) and - with increasing level of integration - also the automotive area. In this area it is essential to meet highest safety standards and to ensure the maximum of availability. Mr Förster addresses these problems in an early state of the design process, namely the specification. Implementation versions like hardware and software are differentiated as well as system components like computation components and communication components. For a general specification Mr Förster develops a formal framework based on the pi-calculus, which supports a standardised modelling of modules in different design steps. The main focus of Mr Förster's research is the extension of system specifications. Therefore it will be possible to modify or substitute modules and to check automatically the correctness and consistency of the total specification. Mr Förster can prove the correctness of his approach and demonstrates impressively the complexity by clearly defined extension relations and formally verifiable embedding in the pi-calculus formalism. A detailed example shows the practical relevance of this research. I am glad that Mr Förster publishes his important research in this scientific series. So I hope you will enjoy reading it and benefit from it.
Förster, Stefan. "A Formal Framework for Modelling Component Extension and Layers in Distributed Embedded Systems." Doctoral thesis, Universitätsbibliothek Chemnitz, 2007. http://nbn-resolving.de/urn:nbn:de:swb:ch1-200700638.
Full textThis volume of the scientific series Eingebettete, selbstorganisierende Systeme (Embedded Self-Organized Systems) gives an outline of the design of distributed embedded systems. Fields of application for such systems are, amongst others, mission systems and control systems of airplanes (aeronautic applications) and - with increasing level of integration - also the automotive area. In this area it is essential to meet highest safety standards and to ensure the maximum of availability. Mr Förster addresses these problems in an early state of the design process, namely the specification. Implementation versions like hardware and software are differentiated as well as system components like computation components and communication components. For a general specification Mr Förster develops a formal framework based on the pi-calculus, which supports a standardised modelling of modules in different design steps. The main focus of Mr Förster's research is the extension of system specifications. Therefore it will be possible to modify or substitute modules and to check automatically the correctness and consistency of the total specification. Mr Förster can prove the correctness of his approach and demonstrates impressively the complexity by clearly defined extension relations and formally verifiable embedding in the pi-calculus formalism. A detailed example shows the practical relevance of this research. I am glad that Mr Förster publishes his important research in this scientific series. So I hope you will enjoy reading it and benefit from it
Hobelsberger, Martin [Verfasser], and Reiner [Akademischer Betreuer] Dumke. "Reusability evaluation of component-based embedded automative software systems / Martin Hobelsberger. Betreuer: Reiner Dumke." Magdeburg : Universitätsbibliothek, 2012. http://d-nb.info/1053227736/34.
Full textAzarmehr, Ramin. "Real-time Embedded Age and Gender Classification in Unconstrained Video." Thesis, Université d'Ottawa / University of Ottawa, 2015. http://hdl.handle.net/10393/32463.
Full textTriki, Ahlem. "Distributed Implementations of Timed Component-based Systems." Thesis, Université Grenoble Alpes (ComUE), 2015. http://www.theses.fr/2015GRENM014/document.
Full textCorrect distributed implementation of real-time systems has always been a challenging task. The coordination of components executing on a distributed platform has to be ensured by complex communication protocols taking into account their timing constraints. In this thesis, we propose rigorous design flow starting from a high-level model of an application software in BIP (Behavior, Interaction, Priority) and leading to a distributed implementation. The design flow involves the use of model transformations while preserving the functional properties of the original BIP models. A BIP model consists of a set of components synchronizing through multiparty interactions and priorities. Our method transforms high-level BIP models into Send/Receive models that operate using asynchronous message passing. The obtained models are directly implementable on a given platform. We present three solutions for obtaining Send/Receive BIP models. -In the first solution, we propose Send/Receive models with a centralized scheduler that implements interactions and priorities. Atomic components of the original models are transformed into Send/Receive components that communicate with the centralized scheduler via Send/Receive interactions. The centralized scheduler is required to schedule interactions under some conditions defined by partial state models. Those models represent high-level representation of parallel execution of BIP models. - In the second solution, we propose to decentralize the scheduler. The obtained Send/Receive models are structured in 3 layers: (1) Send/Receive atomic components, (2) a set of schedulers each one handling a subset of interactions, and (3) a set of components implementing a conflict resolution protocol. With the above solutions, we assume that the obtained Send/Receive models are implemented on platforms that provide fast communications (e.g. multi-process platforms) to meet perfect synchronization in components. This is because the obtained schedulers are modeled such that interactions scheduling corresponds exactly to execution in components. - In the third solution, we propose Send/Receive models that execute correctly even if communications are not fast enough. This solution is based on the fact that schedulers plan interactions execution and notify components in advance. In order to plan correctly the interactions, we show that the schedulers are required to observe additional components, in addition to the ones participating in the interactions. We present also a method to optimize the number of observed components, based on the use of static analysis techniques. From a given Send/Receive model, we generate a distributed implementation where Send/Receive interactions are implemented by TCP sockets. The experimental results on non trivial examples and case studies show the efficiency of our design flow
Mahmud, Nesredin. "Automated Orchestra for Industrial Automation on Virtualized Multicore Environment." Thesis, Mälardalens högskola, Akademin för innovation, design och teknik, 2013. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-23672.
Full textVinnova project “AUTOSAR for Multi-Core in Automotive and Automation Industries “
Haeri, Seyed Hossein [Verfasser], and Sybille [Akademischer Betreuer] Schupp. "Component-based mechanisation of programming languages in embedded settings / Seyed Hossein Haeri. Betreuer: Sybille Schupp." Hamburg-Harburg : Universitätsbibliothek der Technischen Universität Hamburg-Harburg, 2015. http://d-nb.info/1067490884/34.
Full textDomis, Dominik [Verfasser]. "Integrating Fault Tree Analysis and Component-Oriented Model-Based Design of Embedded Systems / Dominik Domis." München : Verlag Dr. Hut, 2012. http://d-nb.info/1021072818/34.
Full textHarris, Kelly Dion. "A utilization-focused evaluation of the job-embedded component of the collaborataive principal preparation program." Diss., Columbia, Mo. : University of Missouri-Columbia, 2006. http://hdl.handle.net/10355/4342.
Full textThe entire dissertation/thesis text is included in the research.pdf file; the official abstract appears in the short.pdf file (which also appears in the research.pdf); a non-technical general description, or public abstract, appears in the public.pdf file. Title from title screen of research.pdf file viewed on (April 25, 2007) Vita. Includes bibliographical references.
Anozie, Chidi H. "Event-Triggered Design of Networked Embedded Automation Systems." University of Akron / OhioLINK, 2010. http://rave.ohiolink.edu/etdc/view?acc_num=akron1291754351.
Full textTešanović, Aleksandra. "Towards Aspectual Component-Based Real-Time System Development." Licentiate thesis, Linköping University, Linköping University, RTSLAB - Real-Time Systems Laboratory, 2003. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-5693.
Full textIncreasing complexity of real-time systems and demands for enabling their configurability and tailorability are strong motivations for applying new software engineering principles such as aspect-oriented and component-based software development. The integration of these two techniques into real-time systems development would enable: (i) efficient system configuration from the components in the component library based on the system requirements, (ii) easy tailoring of components and/or a system for a specific application by changing the behavior (code) of the component by aspect weaving, and (iii) enhanced flexibility of the real-time and embedded software through the notion of system configurability and component tailorability.
In this thesis we focus on applying aspect-oriented and component-based software development to real-time system development. We propose a novel concept of aspectual component-based real-time system development (ACCORD). ACCORD introduces the following into real-time system development: (i) a design method that assumes the decomposition of the real-time system into a set of components and a set of aspects, (ii) a real-time component model denoted RTCOM that supports aspect weaving while enforcing information hiding, (iii) a method and a tool for performing worst-case execution time analysis of different configurations of aspects and components, and (iv) a new approach to modelling of real-time policies as aspects.
We present a case study of the development of a configurable real-time database system, called COMET, using ACCORD principles. In the COMET example we show that applying ACCORD does have an impact on the real-time system development in providing efficient configuration of the real-time system. Thus, it could be a way for improved reusability and flexibility of real-time software, and modularization of crosscutting concerns.
In connection with development of ACCORD, we identify criteria that a design method for component-based real-time systems needs to address. The criteria include a well-defined component model for real-time systems, aspect separation, support for system configuration, and analysis of the composed real-time system. Using the identified set of criteria we provide an evaluation of ACCORD. In comparison with other approaches, ACCORD provides a distinct classification of crosscutting concerns in the real-time domain into different types of aspects, and provides a real-time component model that supports weaving of aspects into the code of a component, as well as a tool for temporal analysis of the weaved system.
Report code: LiU-TEK-LIC-2003:23.
Wang, Xiaobo. "Design and Implementation of a Tool for Modeling, Simulation and Verification of Component-based Embedded Systems." Thesis, Linköping University, Department of Computer and Information Science, 2004. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-2655.
Full textNowadays, embedded systems are becoming more and more complex. For this reason, designers focus more and more to adopt component-based methods for their designs. Consequently, there is an increasing interest on modeling and verification issues of component-based embedded systems.
In this thesis, a tool, which integrates modeling, simulation and verification of component-based embedded systems, is designed and implemented. This tool uses the PRES+, Petri Net based Representation for Embedded Systems, to model component-based embedded systems. Both simulation and verification of systems are based on the PRES+ models.
This tool consists of three integrated sub-tools, each of them with a graphical interface, the PRES+ Modeling tool, the PRES+ Simulation tool and the PRES+ Verification tool. The PRES+ Modeling tool is a graphical editor, with which system designers can model component-based embedded systems easily. The PRES+ Simulation tool, which is used to validate systems, visualizes the execution of a model in an intuitive manner. The PRES+ Verification tool provides a convenient access to a model checker, in which models can be formally verified with respect to temporal logic formulas.
Ciccozzi, Federico. "Toward Preservation of Extra-Functional Properties for Model-Driven Component-Based Software Engineering of Embedded Systems." Licentiate thesis, Mälardalens högskola, Akademin för innovation, design och teknik, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-14017.
Full textPersson, Magnus. "A Formalized Approach to Multi-View Components for Embedded Systems : Applied to Tool Integration, Run-Time Adaptivity and Architecture Exploration." Doctoral thesis, KTH, Inbyggda styrsystem, 2013. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-122487.
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Nayak, Sunita. "A vision-based approach for unsupervised modeling of signs embedded in continuous sentences." [Tampa, Fla.] : University of South Florida, 2005. http://purl.fcla.edu/fcla/etd/SFE0001265.
Full textSteiner, Max [Verfasser], and Peter [Akademischer Betreuer] Liggesmeyer. "Integrating Security Concerns into Safety Analysis of Embedded Systems Using Component Fault Trees / Max Steiner ; Betreuer: Peter Liggesmeyer." Kaiserslautern : Technische Universität Kaiserslautern, 2016. http://d-nb.info/1115183664/34.
Full textTeitelbaum, Aryeh Roberto, and a_hay@jct ac il. "Arts'Codes: A New Methodology for the Development of Real-Time Embedded Applications for Control Systems." RMIT University. Accounting and Law, 2007. http://adt.lib.rmit.edu.au/adt/public/adt-VIT20071219.094115.
Full textSenkerik, David. "Modeling deployment and allocation in the Progress IDE." Thesis, Mälardalens högskola, Akademin för innovation, design och teknik, 2009. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-6801.
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Karlsson, Daniel. "Towards Formal Verification in a Component-based Reuse Methodology." Licentiate thesis, Linköping : Univ, 2003. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-5696.
Full textNouri, Ayoub. "Rigorous System-level Modeling and Performance Evaluation for Embedded System Design." Thesis, Université Grenoble Alpes (ComUE), 2015. http://www.theses.fr/2015GRENM008/document.
Full textIn the present work, we tackle the problem of modeling and evaluating performance in the context of embedded systems design. These have become essential for modern societies and experienced important evolution. Due to the growing demand on functionality and programmability, software solutions have gained in importance, although known to be less efficient than dedicated hardware. Consequently, considering performance has become a must, especially with the generalization of resource-constrained devices. We present a rigorous and integrated approach for system-level performance modeling and analysis. The proposed method enables faithful high-level modeling, encompassing both functional and performance aspects, and allows for rapid and accurate quantitative performance evaluation. The approach is model-based and relies on the $mathcal{S}$BIP formalism for stochastic component-based modeling and formal verification. We use statistical model checking for analyzing performance requirements and introduce a stochastic abstraction technique to enhance its scalability. Faithful high-level models are built by calibrating functional models with low-level performance information using automatic code generation and statistical inference. We provide a tool-flow that automates most of the steps of the proposed approach and illustrate its use on a real-life case study for image processing. We consider the design and mapping of a parallel version of the HMAX models algorithm for object recognition on the STHORM many-cores platform. We explored timing aspects and the obtained results show not only the usability of the approach but also its pertinence for taking well-founded decisions in the context of system-level design
von, Wenckstern Michael [Verfasser]. "Verification of Structural and Extra-Functional Properties in Component and Connector Models for Embedded and Cyber-Physical Systems / Michael von Wenckstern." Düren : Shaker, 2020. http://d-nb.info/1208599623/34.
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