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Sökning: WFRF:(Sandström Thomas) > Konferensbidrag

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1.
  • Becker, Matthias, et al. (författare)
  • Dynamic Power Management for Thermal Control of Many-Core Real-Time Systems
  • 2014
  • Ingår i: 6th Workshop on Adaptive and Reconfigurable Embedded Systems APRES'14. - Berlin, Germany.
  • Konferensbidrag (refereegranskat)abstract
    • Many-Core systems, processors incorporating numerous cores interconnected by a Network on Chip (NoC), provide the computing power needed by future applications. High power density caused by the steadily shrinking transistor size, which is still following Moore's law, leads to a number of problems such as overheating cores, affecting processor reliability and lifetime. Embedded real-time systems are exposed to a changing ambient temperature and thus need to adapt their configuration in order to keep the individual core temperature below critical values. %Targeting embedded real-time systems, systems need to adapt to changing environments. In our approach a hysteresis controller is implemented on each core, triggering a redistribution of the cores and the transition into idle state allowing the core to cool down. We propose two approaches, one global and one local approach, to redistribute the tasks and relive overheating cores during runtime. We evaluate the two proposed approaches by comparing them against each other based on simulations.
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2.
  • Becker, Matthias, et al. (författare)
  • Increased Reliability of Many-Core Platforms through Thermal Feedback Control
  • 2014
  • Ingår i: Performance, Power and Predictability of Many-Core Embedded Systems 3PMCES'14. - Dresden, Germany.
  • Konferensbidrag (refereegranskat)abstract
    • In this paper we present a low overhead thermal management approach to increase reliability of many-core embedded real-time systems. Each core is controlled by a feedback controller. We adapt the utilization of the core in order to decrease the dynamic power consumption and thus the corresponding heat development. Sophisticated control mechanisms allow us to migrate the load in advance, before reaching critical temperature values and thus we can migrate in a safe way with a guarantee to meet all deadlines.
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3.
  • Becker, Matthias, et al. (författare)
  • Limiting temperature gradients on many-cores by adaptive reallocation of real-time workloads
  • 2014
  • Ingår i: The 19th IEEE International Conference on Emerging Technologies and Factory Automation ETFA'14. - Barcelona, Spain.
  • Konferensbidrag (refereegranskat)abstract
    • The advent of many-core processors came with the increase in computational power needed for future applications. However new challenges arrived at the same time, especially for the real-time community. Each core on such a processor is a heat source and uneven usage can lead to hot spots on the processor, affecting its lifetime and reliability. For real-time systems, it is therefore of paramount importance to keep the temperature differences between the individual cores below critical values, in order to prevent premature failure of the system. We argue that this problem can not be solved by traditional approaches, since the growing number of cores makes them intractable. We rather argue to split the problem in the spacial domain and control the temperature on core level. The cores control their temperature by rearranging the load in a predictable manner during runtime. To achieve this, a feedback controller is implemented on each core. We conclude our work with a simulation based evaluation of the proposed approach comparing its performance against a previously presented algorithm.
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4.
  • Becker, Matthias, et al. (författare)
  • Mapping Real-Time Tasks onto Many-Core Systems considering Message Flows
  • 2014
  • Ingår i: Proceedings of the Work-in-Progress Session of the 20th IEEE Real-Time and Embedded Technology and Applications Symposium. - Berlin, Germany. ; s. 17-18
  • Konferensbidrag (refereegranskat)abstract
    • In this work we focus on the task mapping problem for many-core real-time systems. The growing number of cores connected by a Network-on-Chip (NoC) calls for sophisticated mapping techniques to meet the growing demands of real-time applications. Hardware should be used in an efficient way such that unnecessary resource usage is avoided. Because of the NP-hardness of the problem, heuristic and meta-heuristic techniques are used to find good solutions. We further consider periodic communication between tasks and we focus on a static mapping solution.
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  • Hallmans, Daniel, et al. (författare)
  • GPGPU for Industrial Control Systems
  • 2013
  • Ingår i: 18th IEEE International Conference on Emerging Technologies & Factory Automation ETFA'13. - 978-1-4799-0862-2 ; s. Article number 6648166
  • Konferensbidrag (refereegranskat)abstract
    • In this work in progress paper we present parts of our ongoing work on using the Graphical Processing Unit (GPU) in the context of Embedded Systems. As a first step we are investigating the possibility to move functions from a Digital Signal Processor (DSP) to a GPU. If it is possible to make such a migration then it would simplify the hardware designs for some embedded systems by removing external hardware and also remove a potential life cycle issue with obsolete components. We are currently designing a test system to be able to compare performance between a legacy control system used today in industry, based on a CPU/DSP combination, to a new design with a CPU/GPU combination. In this setting the pre-filtering of sampled data, previously done in the DSP, is moved to the GPU.
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  • Resultat 1-10 av 18
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