Prof. Dr. Tilmann Rabl
Hardware-Conscious Data Processing (ST 2024) - tele-TASK
Hardware development continuously advances, with different technologies improving at different paces. While the number of transistors in a CPU package grows, the single-core performance stagnates due to physical limitations. These trends require changes in data processing to keep database management systems efficient. In this lecture, we will take a look at current computer architectures and accelerator technologies and how they can be used for efficient data processing. We will cover CPU and memory architecture, the storage hierarchy, modern memory and storage technologies, such as NVMe, fast...
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Prof. Dr. Tilmann Rabl
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Jul 10, 2024
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