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首页> 外文会议>Proceedings of the 2010 13th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops (ISORC Workshops 2010) >Towards Scalability and Reliability of Autonomic Systems on Chip
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Towards Scalability and Reliability of Autonomic Systems on Chip

机译：芯片上自主系统的可扩展性和可靠性

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摘要

Autonomic Systems on Chip provision VLSI systems with the capabilities of self-organization, self-healing and self-optimization, thereby allowing them to adapt to their environment and improve their functionality through run-time learning. This paper presents our current status of work on autonomic SoC architectures, beginning with a robust, self-correcting processor data path architecture and progressing to reinforcement machine learning techniques for self-optimization and self-organization at run time. An outlook of our future work and upcoming challenges in regard to autonomic systems on chip is then presented as a basis for discussion at the SORT workshop, and with the organic computing community in general.
机译：自治的片上系统配置VLSI系统具有自组织，自修复和自优化的功能，从而使它们能够适应环境并通过运行时学习来改善其功能。本文介绍了我们在自主SoC架构方面的当前工作状况，首先是一个健壮的，自我校正的处理器数据路径架构，然后逐步发展为用于在运行时进行自我优化和自我组织的增强型机器学习技术。然后，介绍了我们未来的工作前景以及与片上自动系统有关的挑战，作为SORT研讨会以及与整个有机计算社区进行讨论的基础。

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