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arXiv 1908.07431cs.DB
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论存储技术的多样性

On the Diversity of Memory and Storage Technologies

Ismail Oukid, Lucas Lersch

摘要:

在过去的十年中,内存和存储技术取得了巨大的发展,从闪存开始,到即将到来的闪存级存储器。再加上数据处理、数据分析和机器学习的爆炸式增长,这导致了内存和存储市场的细分。因此,正如我们今天所知,传统的存储层次结构可能会被大量的存储层次结构所取代,这些存储层次结构可能具有不同的深度,每个存储层次结构都是针对特定的工作负载而定制的。在这种情况下,我们在这个“Kurz Erklärt”中探索内存技术的状态,并反思其未来的使用,重点是数据管理系统。

英文摘要:

The last decade has seen tremendous developments in memory and storage technologies, starting with Flash Memory and continuing with the upcoming Storage-Class Memories. Combined with an explosion of data processing, data analytics, and machine learning, this led to a segmentation of the memory and storage market. Consequently, the traditional storage hierarchy, as we know it today, might be replaced by a multitude of storage hierarchies, with potentially different depths, each tailored for specific workloads. In this context, we explore in this "Kurz Erklärt" the state of memory technologies and reflect on their future use with a focus on data management systems.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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