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Dynamic Data Encoding for Page-Oriented Memories

机译:面向页面的内存的动态数据编码

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摘要

This dissertation presents a key portion of the system architecture for a high performance page-oriented memory. The focus of this research is the development of new dynamic encoding algorithms that provide high data reliability with code density that is higher than in the conventional static modulation schemes. It also presents an intelligent read/write head architecture capable of implementing the most promising of these algorithms in real-time.Data encoding techniques for page-oriented mass storage devices are typically conservative in order to overcome the destructive effects of inter-symbol interference and noise due to the physical characteristics of the media. Therefore significantly more bits are required in an encoded version of data than in the original information. This penalty in the code density, usually referred to as code rate, keeps the utilization of the media relatively low, often less than 50% of the capacity of a maximally dense code. This is partially because encoding techniques are static and assume the worst case for the information surrounding the data block being encoded. However, in the context of page-oriented data transfers it is possible to evaluate the surrounding information for each code block location, and, thus, to apply a custom code set for each code block. Since evaluating each possible code during runtime leads to very high time complexity for encoding and decoding algorithms, we also present alternative algorithms that successfully trade time complexity for code density and are a strong competition to the traditional static modulation schemes. In order to verify that the encoding algorithms are both efficient and applicable, they were analyzed using a two-photon optical memory model. The analysis focused on how well the algorithms performed as a trade off between complexity and code density. It resulted that a full enumeration of codes yielded code density as high as 83%, although the time complexity for the enumeration approach was exponential. In another study, a linear time algorithm was analyzed. The code density of this algorithm was just over 54% percent. Finally, a novel quasidynamic encoding algorithm was created, which yielded 76% code density and had constant time complexity.
机译:本文提出了高性能的面向页面内存的系统架构的关键部分。这项研究的重点是开发新的动态编码算法,该算法以比传统静态调制方案更高的代码密度提供高数据可靠性。它还提出了一种智能的读/写头体系结构,能够实时实现这些算法中最有希望的算法。面向页面的大容量存储设备的数据编码技术通常比较保守,以克服符号间干扰和干扰的破坏性影响。由于介质的物理特性而产生的噪音。因此,与原始信息相比,数据的编码版本中需要的位数要多得多。代码密度的这种损失(通常称为代码速率)使媒体的利用率相对较低,通常不到最大密度代码容量的50%。部分原因是编码技术是静态的,并且假定围绕正在编码的数据块的信息的最坏情况。但是,在面向页面的数据传输中,可以为每个代码块位置评估周围的信息,从而可以为每个代码块应用自定义代码集。由于在运行时评估每个可能的代码会导致编码和解码算法的时间复杂度非常高,因此我们还提出了替代算法,这些算法成功地将时间复杂度换成了代码密度,并且与传统的静态调制方案形成了激烈的竞争。为了验证编码算法既有效又适用,我们使用双光子光学存储模型对其进行了分析。分析的重点是算法在复杂度和代码密度之间进行权衡时表现如何。结果是,尽管枚举方法的时间复杂度是指数级的,但是对代码的完整枚举产生的代码密度高达83%。在另一项研究中,分析了线性时间算法。该算法的代码密度刚好超过54%。最后,创建了一种新颖的准动态编码算法,该算法产生76%的代码密度并且具有恒定的时间复杂度。

著录项

  • 作者

    Selavo Leo;

  • 作者单位
  • 年度 2004
  • 总页数
  • 原文格式 PDF
  • 正文语种 en
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