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Cost and Reliability Evaluation of Repairable Storage System by Symbiotic System Model
Thesis

Cost and Reliability Evaluation of Repairable Storage System by Symbiotic System Model

Tseng, Shu-Mei
Masters, 國立清華大學, 電機工程學系所
2016

Abstract

內建自我測試 內建自我修復 共生計算 共生系統 在線測試 彈性系統 built-in self-test built-in self-repair symbiotic computing symbotic system on-line testing resilient system
With the advent of the internet of things (IOT), the amount of global electronic data is growing at an exponential rate, raising the demand for memories and storages. Therefore, the cost and reliability issues of storages and memories become more important than ever. To efficiently evaluate the cost and reliability of the storage nodes of an IOT system, we propose a high-level symbiotic system (SS) model, with the novel peer-repair mechanism. Experimental results show that the peer-repair mechanism can improve around 60% of the storage system’s lifetime. We also find that peer-repair is more suitable for systems with a wide variation of failure rates, which can be applied to, e.g., future IOT systems with nodes being distributed over a wide area. In exploring the possibility of cost reduction by peer-repair mechanism, experimental results show that by replacing failed nodes as well as nodes with 40% fewer spare resources, the lowest total cost can be achieved, as the replacement cost is high. In general, peer-repair can meet the same lifetime requirement with much lower cost, as compared to testing the devices and systems much more thoroughly before shipping.

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