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检索条件"任意字段=13th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications"

共 2022 条记录，以下是81-90 订阅

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Performance evaluations and estimations of workload of on-demand updates in soft real-time systems

Performance evaluations and estimations of workload of on-de...

引用

13th ieee international conference on embedded and real-time computing systems and applications

作者： Gustafsson, thomas Hansson, Jorgen Jonkoping Univ Sch Engn Jonkoping Sweden Linkoping Univ Dept Informat & Comp Sci S-58183 Linkoping Sweden Carnegie Mellon Univ Inst Software Engn Pittsburgh PA 15213 USA

ISBN: (纸本)9780769529752

Data being used in real-time systems must be up-to-date to produce correct results. the use of outdated data can have catastrophic consequences since calculated control signals are based on stale data. Two distinct methods to update data exist: (i) dedicated tasks (DT) update data items, and (ii) on-demand (OD) updating being a conditioned part of the execution flow of tasks. On-demand updating has not been studied in terms of CPU utilization analysis for real-time systems. this paper studies on-demand updating in terms of (i) imposed workload and compares the workload to Deferrable Scheduling (DS), and (ii) analytical formula for estimating workload to be used in CPU utilization based schedulability tests. It is found that on-demand updating uses less workload for updates compared to DS, which suggests on-demand updating should be used for resource constrained systems. However, using on-demand updating makes the execution times of updates unpredictable, which currently gives two possibilities (i) be pessimistic and assume all updates always execute or (ii) be less pessimistic but estimate the times between executions of updates. this paper devises a formula for such estimates and compares their result to approach (i). Evaluations show the formula can be useful for soft real-time systems.

关键词： real time systems

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Challenges and Opportunities when Introducing Cloud computing into embedded systems 13

Challenges and Opportunities when Introducing Cloud Computin...

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13th ieee international conference on Industrial Informatics (INDIN)

作者： Hallmans, Daniel Sandstrom, Kristian Nolte, thomas Larsson, Stig ABB AB Ludvika Sweden Malardalen Univ Vasteras Sweden ABB Corp Res Vasteras Sweden SICS Vasteras Sweden

ISBN: (纸本)9781479966493

the use of cloud computing in different application areas is growing fast. More and more functions are being moved into the cloud in order to take advantage of cloud computing strengths such as scalability, resources on demand, and usage based cost models. However, most types of embedded systems are still in an early phase of cloud adoption, with a few exceptions found in e.g., data storage and user interfaces. In this paper we present a number of challenges and opportunities when introducing cloud computing into embedded systems. In particular, we look at embedded systems with requirements on timing predictability, i.e., real-time systems. In the paper we conclude that it is possible to move a complete soft real-time system into the cloud. Moreover we see an upcoming development in cloud computing to potentially allow for hard real-time systems to be moved to the cloud.

关键词： embedded systems cloud computing soft real-time had real-time challenges opportunities

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High Performance Logging System for embedded UNIX and GNU/Linux applications

High Performance Logging System for Embedded UNIX and GNU/Li...

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ieee 19th international conference on embedded and real-time computing systems and applications (RTCSA)

作者： Jeong, Jaein Cisco Syst San Jose CA 95134 USA

ISBN: (纸本)9781479908516

We present a high performance logging system for embedded UNIX and GNU/Linux applications. Compared to the standard UNIX and GNU/Linux logging method, syslog, our method has two orders of magnitude lower latency and an order of magnitude higher message throughput. this speed-up is mainly due to the use of a memory-mapped file as the means of interprocess communication, fewer memory copies and the batching of output messages in the logging daemon. In addition, our logging system also accepts syslog messages, providing compatibility with existing applications. Our logging system is in production use in the Cisco UCS Virtual Interface Card.

关键词： Unix operating system logging mapping files BATCHES HIGH-PERFORMANCE

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On the Equivalence of Idealised DVFS and thermally Constrained DPM in real-time systems

On the Equivalence of Idealised DVFS and Thermally Constrain...

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ieee 19th international conference on embedded and real-time computing systems and applications (RTCSA)

作者： Awan, Muhammad Ali Petters, Stefan M. Polytech Inst Porto ISEP CISTER INESC TEC Oporto Portugal

ISBN: (纸本)9781479908516

Modern real-time embedded systems have increasingly penetrated our daily life and are also often constrained in terms of temperature and energy. In this paper, a thesis is defended that from a real-time systems perspective, thermally constrained dynamic power management approaches behave very similar to idealised dynamic voltage and frequency scaling. Hence, existing dynamic voltage and frequency scaling solutions proposed for periodic/sporadic task models can be applied to thermally constrained dynamic power management systems with moderate effort. this work presents the similarities along with the distinctive elements between two approaches. Within the case study, the porting of a dynamic voltage and frequency scaling algorithm of the literature to thermally constrained dynamic power management system is demonstrated.

关键词： real-time systems Power management system digital power management frequency scaling equivalence task models VOLTAGE

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Instruction Cache Locking for real-time embedded systems with Multi-tasks

Instruction Cache Locking for Real-time Embedded Systems wit...

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15th ieee international conference on embedded and real-time computing systems and applications

作者： Liu, Tiantian Li, Minming Xue, Chun Jason City Univ Hong Kong Hong Kong Hong Kong Peoples R China

ISBN: (纸本)9780769537870

Modern processors often provide cache locking capability which can be applied statically and dynamically to manage cache in a predictable manner. the selection of instructions to be locked in the instruction cache (I-Cache) has dramatic influence on the performance of multi-task real-time embedded systems. this paper focuses on using cache locking techniques on a shared I-Cache in a real-time embedded system with multi-tasks to minimize its worst-case utilization (WCU) which is one of the most important criteria for designing real-time embedded systems. We analyze the static and dynamic strategies to perform I-Cache locking and propose different algorithms which utilize the foreknowing information of the real-time embedded applications. Experiments show that the proposed algorithms can reduce WCU further compared to previous techniques. Design suggestions on which strategy should be utilized under different situations are also induced from the experimental results.

关键词： real time systems

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Achieving predictable performance with on-chip shared L2 caches for manycore-based real-time systems

Achieving predictable performance with on-chip shared L2 cac...

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13th ieee international conference on embedded and real-time computing systems and applications

作者： Cho, Sangyeun Jin, Lei Lee, Kiyeon Univ Pittsburgh Dept Comp Sci Pittsburgh PA 15260 USA

ISBN: (纸本)9780769529752

Doubling the number of processing cores on a single processor chip with each technology generation has become conventional wisdom. While future manycore processors promise to offer much increased computational throughput under a given power envelope, sharing critical on-chip resources, such as caches and coreto-core interconnects, poses challenges to guaranteeing predictable performance to an application program. this paper focuses on the problem of sharing on-chip caching capacity among multiple programs scheduled together, especially at the L2 cache level. Specifically, two design aspects of a large shared L2 cache are considered: (1) non-uniform cache access latency and (2) cache contention. We observe that both the aspects have to do with where, among many cache slices, a cache block is mapped to, and present an OS-based approach to managing the on-chip L2 cache memory by carefully mapping data to a cache at the page granularity. We show that a reasonable extension to the OS memory management subsystem and simple architectural support enable enforcing high-level policies to achieve application performance isolation and improve program performance predictability thereof.

关键词： Cache memory

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Reconfiguration-aware Task Graph Scheduling 13

Reconfiguration-aware Task Graph Scheduling

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13th international conference on embedded and Ubiquitous computing (EUC 2015)

作者： Kooti, Hessam Bozorgzadeh, Eli Google Inc Mountain View CA 94043 USA Univ Calif Irvine Dept Comp Sci Irvine CA USA

ISBN: (纸本)9781467382991

Due to increasing demand for reconfigurability in embedded systems, real-time task scheduling is challenged by non-negligible reconfiguration overheads. We introduce the problem of real-time task scheduling under reconfiguration overhead on heterogeneous reconfigurable systems while considering the data dependencies and data communication overhead. We introduce a novel graph representation which captures the delay overhead due to data dependencies and reconfiguration. We formulate the problem as a network flow problem and provide a mixed integer linear programming solution to minimize the completion time so called makespan. Results show that our proposed scheduling improves the makespan by 24.20% (on average) in comparison with maximum-transition-overhead scheduling.

关键词： partial reconfiguration real time systems task scheduling TASK SCHEDULING real-time systems data dependency Reconfiguration task graphs network flow Graph representations data communication Mixed integer linear programming Completion time

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IDAMC: A NoC for Mixed Criticality systems

IDAMC: A NoC for Mixed Criticality Systems

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ieee 19th international conference on embedded and real-time computing systems and applications (RTCSA)

作者： Tobuschat, Sebastian Axer, Philip Ernst, Rolf Diemer, Jonas Tech Univ Carolo Wilhelmina Braunschweig Inst Comp & Network Engn Braunschweig Germany Symtavision GmbH Braunschweig Germany

ISBN: (纸本)9781479908516

Increasing demand for performance and further integration promotes the use of multi-and many-core systems - also in safety-critical embedded systems. In this domain, hardware platforms obviously have to support real-time, predictability constrained applications such as an anti-lock braking system. However, the on-going trend to integrate multiple functions with different criticalities (mixed critical) on a single platform calls for a paradigm shift. Mixed-critical systems require special attention with respect to functional (access protection) and non-functional (performance) isolation. An additional layer of protection and guaranteed service on the underlying infrastructure enables the efficient adoption of such architectures in safety-critical domains. In this paper, we present the IDAMe, a many-core platform which provides mechanisms to integrate applications of different criticalities on a single platform.

关键词： Criticality Platform Hardware Platform Antilock Braking systems ARCHITECTURE Integrate Ozone protection

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Embedding Smart Tech: MVC Blazor Learning Management System with embedded computing 13

Embedding Smart Tech: MVC Blazor Learning Management System ...

引用

13th Mediterranean conference on embedded computing (MECO)

作者： Memeti, Agon Nuhi, Asri Univ Tetova Dept Informat Tetovo North Macedonia

ISBN: (纸本)9798350387568;9798350387575

Integrating a Learning Management System with embedded computing involves considering the communication between web-based applications and the embedded systems. the study proposes a model for SmartQuiz and Dynamic dashboard embedded component within a Learning Management System with Blazor components and Biometric Sensor Integration. the objective relies on creating advanced learning platform upon enhancement of the security, having user-friendly experience for learners and educators, as well as real-time analytics. the proposed platforms will optimize the assessment process and improve data accuracy for a more efficient educational ecosystem.

关键词： LMS Blazor components APIs SmartQuiz Dynamic dashboard

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Machine Learning in embedded systems: Limitations, Solutions and Future Challenges 13

Machine Learning in Embedded Systems: Limitations, Solutions...

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ieee 13th Annual computing and Communication Workshop and conference (CCWC)

作者： Batzolis, Eleftherios Vrochidou, Eleni Papakostas, George A. Int Hellen Univ MLV Res Grp Dept Comp Sci Kavala 65404 Greece

ISBN: (纸本)9798350332865

Machine learning has attracted a lot of interest in the last few years as a solution to a variety of difficult challenges in many disciplines. An emerging area is that of embedded devices, where machine learning is deployed to efficiently carry out tasks like data analysis, prediction, and decision-making in real-time applications. Challenges such as the necessity for fast and effective algorithms and the restricted resources available in embedded systems to cover the computational and storage demands need to be confronted to successfully integrate machine learning models into embedded systems. this work aims to provide an overview of the use of machine learning in embedded systems, including past and current solutions, and to present the challenges that need to be addressed. Future directions for the use of machine learning in embedded systems are also discussed.

关键词： machine learning deep learning artificial intelligence embedded systems Internet of things (IoT)

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