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Impact of Increased Cache Misses on Runtime Performance of MPX-enabled ProgramsSharma, Niti 10 June 2019 (has links)
Low level languages like C and C++ provide high performance and direct control over memory management. But these languages are prone to memory safety violations. Intel introduced a new ISA extension-Memory Protection Extension(MPX), a hardware-assisted full-stack solution, to protect against the memory safety violations. While MPX efficiently prevents memory errors like buffer overflows and out of bound memory accesses, it comes at the cost of high performance overheads. Also, the cache locality worsens in MPX protected applications.
In our research, we analyze if there is a correlation between increase in cache misses and runtime degradation in programs compiled with MPX support. We analyze 15 SPEC CPU benchmark programs for different input sizes on Windows platform, compiled with Intel's ICC compiler. We find that for input sizes train(medium) and ref(large), the average performance overheads are 140% and 144% respectively. We find that 5 out of 15 benchmarks do not have any runtime overheads and also, do not have any change in cache misses at any level. However for rest of the 10 benchmarks, we find a strong correlation between runtime overheads and cache misses overheads, with the correlation coefficients ranging from 0.8 to 0.36 for different input sizes. Based on our findings, we conclude that there is a direct correlation between runtime overheads and increase in cache misses. We also find that instructions overheads and runtime overheads have a positive correlation, with the coefficient values ranging from 0.7 to 0.33 for different input sizes. / Master of Science / Low level programming languages like C and C++ are primary choices to write low-level systems software such as operating systems, virtual machines, embedded software, and performance-critical applications. But these languages are considered as unsafe and prone to memory safety errors. Intel introduced a new technique- Memory Protection Extensions (MPX) to protect against these memory errors. But prior research found that applications supported with MPX have increased runtimes (slowdowns).
In our research, we analyze these slowdowns for different input sizes(medium and large) in 15 benchmark applications. Based on the input sizes, the average slowdowns range from 140% to 144%. We then examine if there is a correlation between increase in cache misses under MPX and the slowdowns. A hardware cache is a component that stores data so that future requests for that data can be served faster. Hence, cache miss is a state where the data requested for processing by a component or application is not found in the cache. Whenever a cache miss happen, the processor waits for the data to be fetched from the next cache level or from main memory before it can continue to execute. This wait influences the runtime performance of the application. Our evaluations find that 10 out of 15 applications which have increased runtimes, also have increase in cache misses. This shows a positive correlation between these two parameters. Along with that, we also found that increase in instruction size in MPX protected applications also has a direct correlation with the runtime degradation. We also quantify these relationships with a statistical measure called correlation coefficient.
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Analýza nákladů vybrané společnosti pomocí metody Activity Based Costing / Cost Analysis of the Company by Using the Method of Activity Based CostingJursa, Jan January 2017 (has links)
Master’s thesis deals with analysis of costs of the selected company. Theoretical part brings on fundamental that is later elaborated in the second part. The selected company is introduced and also the current economic situation is evaluated in the practical part. Later the costs are analyzed and important part of the thesis is dedicated to the project of utilization of the Activity-Based Costing method. Conclusion of the thesis evaluates the results of this method.
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Performance evaluation of Group Signature schemes in Vehicular Communication : A feasibility study for Vehicular CommunicationAgrawal, Vivek January 2012 (has links)
The aim of this work is to show the effectiveness of techniques that allow a user to maintain its privacy and anonymity while participating in real word scenario. Users need to communicate with each other in many situations in order to share information. This creates the danger of the user’s privacy being breached and it can discourage users from taking active participation in any information sharing task. There are many real scenarios or application where users want to remain anonymous while having their communication secured. This is so in vehicular communication systems. Group signatures are versatile cryptographic tools that are suitable when we need security and privacy protection. A group signature scheme allows members of a group to sign messages on behalf of the group. Any receiver can verify the message validity but cannot discover the identity of the sender from the signed message or link two or more messages from the same signer. However, the identity of the signer can be discovered by an authority using a signed message. For this reason, Group Signature schemes were proposed in the context of vehicular communication systems. In this context, communication and computation overheads are critical. Thus, the focus of this thesis is to implement and compare different group signature schemes in terms of overhead introduced due to processing cost, and analytically evaluate their suitability for vehicular communication scenarios.
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A web-oriented framework for the development and deployment of academic facing administrative tools and servicesNicoll, J. Ross January 2015 (has links)
The demand for higher education has increased dramatically in the last decade. At the same time, institutions have faced continual pressure to reduce costs and increase quality of education, while delivering that education to greater numbers of students. The introduction of software systems such as virtual learning environments, online learning resources and centralised student record systems has become routine in attempts to address these demands. However, these approaches suffer from a variety of limitations: They do not take all stakeholders' needs into account. They do not seek to reduce administrative overheads in academic processes. They do not reflect institution-specific academic policies. They do not integrate readily with other information systems. They are not capable of adequately modelling the complex authorisation roles and organisational structure of a real institution. They are not well suited to rapidly changing policies and requirements. Their implementation is not informed by sound software engineering practises or data architecture design. Crucially, as a consequence of these drawbacks such systems can increase administrative workload for academic staff. This thesis describes the research, development and deployment of a system which seeks to address these limitations, the Module Management System (MMS). MMS is a collaborative web application targeted at streamlining and minimising administrative tasks. MMS encapsulates a number of user-facing tools for tasks including coursework submission and marking, tutorial attendance tracking, exam mark recording and final grade calculation. These tools are supported by a framework which acts as a form of “university operating system”. This framework provides a number of different services including an institution abstraction layer, role-based views and privileges, security policy support integration with external systems.
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Selective software-implemented hardware fault tolerance tecnhiques to detect soft errors in processors with reduced overhead / Técnicas seletivas de tolerência a falhas em software com custo reduzido para detectar erros causados por falhas transientes em processadoresChielle, Eduardo January 2016 (has links)
A utilização de técnicas de tolerância a falhas em software é uma forma de baixo custo para proteger processadores contra soft errors. Contudo, elas causam aumento no tempo de execução e utilização de memória. Em consequência disso, o consumo de energia também aumenta. Sistemas que operam com restrição de tempo ou energia podem ficar impossibilitados de utilizar tais técnicas. Por esse motivo, este trabalho propoe técnicas de tolerância a falhas em software com custos no desempenho e memória reduzidos e cobertura de falhas similar a técnicas presentes na literatura. Como detecção é menos custoso que correção, este trabalho foca em técnicas de detecção. Primeiramente, um conjunto de técnicas de dados baseadas em regras de generalização, chamada VAR, é apresentada. As técnicas são baseadas nesse conjunto generalizado de regras para permitir uma investigação exaustiva, em termos de confiabilidade e custos, de diferentes variações de técnicas. As regras definem como a técnica duplica o código e insere verificadores. Cada técnica usa um diferente conjunto de regras. Então, uma técnica de controle, chamada SETA, é introduzida. Comparando SETA com uma técnica estado-da-arte, SETA é 11.0% mais rápida e ocupa 10.3% menos posições de memória. As técnicas de dados mais promissoras são combinadas com a técnica de controle com o objetivo de proteger tanto os dados quanto o fluxo de controle da aplicação alvo. Para reduzir ainda mais os custos, métodos para aplicar seletivamente as técnicas propostas foram desenvolvidos. Para técnica de dados, em vez de proteger todos os registradores, somente um conjunto de registradores selecionados é protegido. O conjunto é selecionado com base em uma métrica que analisa o código e classifica os registradores por sua criticalidade. Para técnicas de controle, há duas abordagens: (1) remover verificadores de blocos básicos, e (2) seletivamente proteger blocos básicos. As técnicas e suas versões seletivas são avaliadas em termos de tempo de execução, tamanho do código, cobertura de falhas, e o Mean Work to Failure (MWTF), o qual é uma métrica que mede o compromisso entre cobertura de falhas e tempo de execução. Resultados mostram redução dos custos sem diminuição da cobertura de falhas, e para uma pequena redução na cobertura de falhas foi possível significativamente reduzir os custos. Por fim, uma vez que a avaliação de todas as possíveis combinações utilizando métodos seletivos toma muito tempo, este trabalho utiliza um método para extrapolar os resultados obtidos por simulação com o objetivo de encontrar os melhores parâmetros para a proteção seletiva e combinada de técnicas de dados e de controle que melhorem o compromisso entre confiabilidade e custos. / Software-based fault tolerance techniques are a low-cost way to protect processors against soft errors. However, they introduce significant overheads to the execution time and code size, which consequently increases the energy consumption. System operation with time or energy restrictions may not be able to make use of these techniques. For this reason, this work proposes software-based fault tolerance techniques with lower overheads and similar fault coverage to state-of-the-art software techniques. Once detection is less costly than correction, the work focuses on software-based detection techniques. Firstly, a set of data-flow techniques called VAR is proposed. The techniques are based on general building rules to allow an exhaustive assessment, in terms of reliability and overheads, of different technique variations. The rules define how the technique duplicates the code and insert checkers. Each technique uses a different set of rules. Then, a control-flow technique called SETA (Software-only Error-detection Technique using Assertions) is introduced. Comparing SETA with a state-of-the-art technique, SETA is 11.0% faster and occupies 10.3% fewer memory positions. The most promising data-flow techniques are combined with the control-flow technique in order to protect both dataflow and control-flow of the target application. To go even further with the reduction of the overheads, methods to selective apply the proposed software techniques have been developed. For the data-flow techniques, instead of protecting all registers, only a set of selected registers is protected. The set is selected based on a metric that analyzes the code and rank the registers by their criticality. For the control-flow technique, two approaches are taken: (1) removing checkers from basic blocks: all the basic blocks are protected by SETA, but only selected basic blocks have checkers inserted, and (2) selectively protecting basic blocks: only a set of basic blocks is protected. The techniques and their selective versions are evaluated in terms of execution time, code size, fault coverage, and Mean Work To Failure (MWTF), which is a metric to measure the trade-off between fault coverage and execution time. Results show that was possible to reduce the overheads without affecting the fault coverage, and for a small reduction in the fault coverage it was possible to significantly reduce the overheads. Lastly, since the evaluation of all the possible combinations for selective hardening of every application takes too much time, this work uses a method to extrapolate the results obtained by simulation in order to find the parameters for the selective combination of data and control-flow techniques that are probably the best candidates to improve the trade-off between reliability and overheads.
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Selective software-implemented hardware fault tolerance tecnhiques to detect soft errors in processors with reduced overhead / Técnicas seletivas de tolerência a falhas em software com custo reduzido para detectar erros causados por falhas transientes em processadoresChielle, Eduardo January 2016 (has links)
A utilização de técnicas de tolerância a falhas em software é uma forma de baixo custo para proteger processadores contra soft errors. Contudo, elas causam aumento no tempo de execução e utilização de memória. Em consequência disso, o consumo de energia também aumenta. Sistemas que operam com restrição de tempo ou energia podem ficar impossibilitados de utilizar tais técnicas. Por esse motivo, este trabalho propoe técnicas de tolerância a falhas em software com custos no desempenho e memória reduzidos e cobertura de falhas similar a técnicas presentes na literatura. Como detecção é menos custoso que correção, este trabalho foca em técnicas de detecção. Primeiramente, um conjunto de técnicas de dados baseadas em regras de generalização, chamada VAR, é apresentada. As técnicas são baseadas nesse conjunto generalizado de regras para permitir uma investigação exaustiva, em termos de confiabilidade e custos, de diferentes variações de técnicas. As regras definem como a técnica duplica o código e insere verificadores. Cada técnica usa um diferente conjunto de regras. Então, uma técnica de controle, chamada SETA, é introduzida. Comparando SETA com uma técnica estado-da-arte, SETA é 11.0% mais rápida e ocupa 10.3% menos posições de memória. As técnicas de dados mais promissoras são combinadas com a técnica de controle com o objetivo de proteger tanto os dados quanto o fluxo de controle da aplicação alvo. Para reduzir ainda mais os custos, métodos para aplicar seletivamente as técnicas propostas foram desenvolvidos. Para técnica de dados, em vez de proteger todos os registradores, somente um conjunto de registradores selecionados é protegido. O conjunto é selecionado com base em uma métrica que analisa o código e classifica os registradores por sua criticalidade. Para técnicas de controle, há duas abordagens: (1) remover verificadores de blocos básicos, e (2) seletivamente proteger blocos básicos. As técnicas e suas versões seletivas são avaliadas em termos de tempo de execução, tamanho do código, cobertura de falhas, e o Mean Work to Failure (MWTF), o qual é uma métrica que mede o compromisso entre cobertura de falhas e tempo de execução. Resultados mostram redução dos custos sem diminuição da cobertura de falhas, e para uma pequena redução na cobertura de falhas foi possível significativamente reduzir os custos. Por fim, uma vez que a avaliação de todas as possíveis combinações utilizando métodos seletivos toma muito tempo, este trabalho utiliza um método para extrapolar os resultados obtidos por simulação com o objetivo de encontrar os melhores parâmetros para a proteção seletiva e combinada de técnicas de dados e de controle que melhorem o compromisso entre confiabilidade e custos. / Software-based fault tolerance techniques are a low-cost way to protect processors against soft errors. However, they introduce significant overheads to the execution time and code size, which consequently increases the energy consumption. System operation with time or energy restrictions may not be able to make use of these techniques. For this reason, this work proposes software-based fault tolerance techniques with lower overheads and similar fault coverage to state-of-the-art software techniques. Once detection is less costly than correction, the work focuses on software-based detection techniques. Firstly, a set of data-flow techniques called VAR is proposed. The techniques are based on general building rules to allow an exhaustive assessment, in terms of reliability and overheads, of different technique variations. The rules define how the technique duplicates the code and insert checkers. Each technique uses a different set of rules. Then, a control-flow technique called SETA (Software-only Error-detection Technique using Assertions) is introduced. Comparing SETA with a state-of-the-art technique, SETA is 11.0% faster and occupies 10.3% fewer memory positions. The most promising data-flow techniques are combined with the control-flow technique in order to protect both dataflow and control-flow of the target application. To go even further with the reduction of the overheads, methods to selective apply the proposed software techniques have been developed. For the data-flow techniques, instead of protecting all registers, only a set of selected registers is protected. The set is selected based on a metric that analyzes the code and rank the registers by their criticality. For the control-flow technique, two approaches are taken: (1) removing checkers from basic blocks: all the basic blocks are protected by SETA, but only selected basic blocks have checkers inserted, and (2) selectively protecting basic blocks: only a set of basic blocks is protected. The techniques and their selective versions are evaluated in terms of execution time, code size, fault coverage, and Mean Work To Failure (MWTF), which is a metric to measure the trade-off between fault coverage and execution time. Results show that was possible to reduce the overheads without affecting the fault coverage, and for a small reduction in the fault coverage it was possible to significantly reduce the overheads. Lastly, since the evaluation of all the possible combinations for selective hardening of every application takes too much time, this work uses a method to extrapolate the results obtained by simulation in order to find the parameters for the selective combination of data and control-flow techniques that are probably the best candidates to improve the trade-off between reliability and overheads.
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Selective software-implemented hardware fault tolerance tecnhiques to detect soft errors in processors with reduced overhead / Técnicas seletivas de tolerência a falhas em software com custo reduzido para detectar erros causados por falhas transientes em processadoresChielle, Eduardo January 2016 (has links)
A utilização de técnicas de tolerância a falhas em software é uma forma de baixo custo para proteger processadores contra soft errors. Contudo, elas causam aumento no tempo de execução e utilização de memória. Em consequência disso, o consumo de energia também aumenta. Sistemas que operam com restrição de tempo ou energia podem ficar impossibilitados de utilizar tais técnicas. Por esse motivo, este trabalho propoe técnicas de tolerância a falhas em software com custos no desempenho e memória reduzidos e cobertura de falhas similar a técnicas presentes na literatura. Como detecção é menos custoso que correção, este trabalho foca em técnicas de detecção. Primeiramente, um conjunto de técnicas de dados baseadas em regras de generalização, chamada VAR, é apresentada. As técnicas são baseadas nesse conjunto generalizado de regras para permitir uma investigação exaustiva, em termos de confiabilidade e custos, de diferentes variações de técnicas. As regras definem como a técnica duplica o código e insere verificadores. Cada técnica usa um diferente conjunto de regras. Então, uma técnica de controle, chamada SETA, é introduzida. Comparando SETA com uma técnica estado-da-arte, SETA é 11.0% mais rápida e ocupa 10.3% menos posições de memória. As técnicas de dados mais promissoras são combinadas com a técnica de controle com o objetivo de proteger tanto os dados quanto o fluxo de controle da aplicação alvo. Para reduzir ainda mais os custos, métodos para aplicar seletivamente as técnicas propostas foram desenvolvidos. Para técnica de dados, em vez de proteger todos os registradores, somente um conjunto de registradores selecionados é protegido. O conjunto é selecionado com base em uma métrica que analisa o código e classifica os registradores por sua criticalidade. Para técnicas de controle, há duas abordagens: (1) remover verificadores de blocos básicos, e (2) seletivamente proteger blocos básicos. As técnicas e suas versões seletivas são avaliadas em termos de tempo de execução, tamanho do código, cobertura de falhas, e o Mean Work to Failure (MWTF), o qual é uma métrica que mede o compromisso entre cobertura de falhas e tempo de execução. Resultados mostram redução dos custos sem diminuição da cobertura de falhas, e para uma pequena redução na cobertura de falhas foi possível significativamente reduzir os custos. Por fim, uma vez que a avaliação de todas as possíveis combinações utilizando métodos seletivos toma muito tempo, este trabalho utiliza um método para extrapolar os resultados obtidos por simulação com o objetivo de encontrar os melhores parâmetros para a proteção seletiva e combinada de técnicas de dados e de controle que melhorem o compromisso entre confiabilidade e custos. / Software-based fault tolerance techniques are a low-cost way to protect processors against soft errors. However, they introduce significant overheads to the execution time and code size, which consequently increases the energy consumption. System operation with time or energy restrictions may not be able to make use of these techniques. For this reason, this work proposes software-based fault tolerance techniques with lower overheads and similar fault coverage to state-of-the-art software techniques. Once detection is less costly than correction, the work focuses on software-based detection techniques. Firstly, a set of data-flow techniques called VAR is proposed. The techniques are based on general building rules to allow an exhaustive assessment, in terms of reliability and overheads, of different technique variations. The rules define how the technique duplicates the code and insert checkers. Each technique uses a different set of rules. Then, a control-flow technique called SETA (Software-only Error-detection Technique using Assertions) is introduced. Comparing SETA with a state-of-the-art technique, SETA is 11.0% faster and occupies 10.3% fewer memory positions. The most promising data-flow techniques are combined with the control-flow technique in order to protect both dataflow and control-flow of the target application. To go even further with the reduction of the overheads, methods to selective apply the proposed software techniques have been developed. For the data-flow techniques, instead of protecting all registers, only a set of selected registers is protected. The set is selected based on a metric that analyzes the code and rank the registers by their criticality. For the control-flow technique, two approaches are taken: (1) removing checkers from basic blocks: all the basic blocks are protected by SETA, but only selected basic blocks have checkers inserted, and (2) selectively protecting basic blocks: only a set of basic blocks is protected. The techniques and their selective versions are evaluated in terms of execution time, code size, fault coverage, and Mean Work To Failure (MWTF), which is a metric to measure the trade-off between fault coverage and execution time. Results show that was possible to reduce the overheads without affecting the fault coverage, and for a small reduction in the fault coverage it was possible to significantly reduce the overheads. Lastly, since the evaluation of all the possible combinations for selective hardening of every application takes too much time, this work uses a method to extrapolate the results obtained by simulation in order to find the parameters for the selective combination of data and control-flow techniques that are probably the best candidates to improve the trade-off between reliability and overheads.
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Analza nklad vybran© spoleÄnosti pomoc metody Activity Based Costing / Cost Analysis of the Company by Using the Method of Activity Based CostingStojaspalov, Vendula January 2021 (has links)
The aim of the diploma thesis Analysis of costs of a selected company using Activity Based Costing methods is to design a form of implementation of modern calculation methods for a selected company CIREX CZ, s.r.o. The analytical part is devoted to the introduction of the company and the products offered. The design part will be processed on the basis of outputs that result from strategic analyzes. The implementation of the calculation model consists of five stages, each stage will be discussed and analyzed separately. The diploma thesis sets out strategic initiatives that lead to eeting the objectives of the goal. The conclusion contains ecommendations and benefits that are associated with the implementation of the model in society.
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Režijní náklady ve stavebním podniku / Overhead Costs in the Contruction CompanyVondálová, Ludmila January 2020 (has links)
This thesis deals with overheads in the construction business. The theoretical part of the work is focused on costs and their types, on cost management in the con-struction business and its overheads. In the practical section, the management of the overhead costs of the surveyed company is analyzed, a different method of calculation is proposed, and a subsequent comparison of the method used by the company and the method proposed. In conclusion, the company's recommenda-tions are for more effective monitoring of overheads.
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Režijní náklady v cenách stavebních prací / Overhead costs in the prices of construction worksRedecha, Martin January 2014 (has links)
The first part deals with the issue of overhead costs in a construction company. The theoretical part describes the project management, the issue of pricing and costing in civil engineering. In the practical part of the analysis is performed management overheads construction company and prepared a draft optimized management overheads. Subsequently been developed analysis of the selected company in terms of costs, revenues and profits. A questionnaire survey regarding calculations in construction companies on the basis of these analyzes was performed proposals for new surtax mode of construction company. Subsequently, the construction budget was drawn artwork using the old regime extras to construction companies as well as the budget has been prepared based on the works of new extras to directing construction company. Subsequently, the two budgets compared.
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