Hardware-Conscious Data Processing (ST 2024) - tele-TASK

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Latest episode

2024-07-10

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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 interconnects, such as Infiniband, NVLink, and CXL, and accelerators, such as GPUs and FPGAs. The course has a significant practical part, where the students learn to implement data structures and algorithms tailored to hardware-conscious data processing.

Episodes

Questions & Answers

How many episodes are there of Hardware-Conscious Data Processing (ST 2024) - tele-TASK?

There are 24 episodes avaiable of Hardware-Conscious Data Processing (ST 2024) - tele-TASK.

What is Hardware-Conscious Data Processing (ST 2024) - tele-TASK about?

We have categorized Hardware-Conscious Data Processing (ST 2024) - tele-TASK as:

Education
Courses

Where can you listen to Hardware-Conscious Data Processing (ST 2024) - tele-TASK?

Hardware-Conscious Data Processing (ST 2024) - tele-TASK is available, among others places, on:

Apple Podcasts
Podtail
Google Podcasts

When did Hardware-Conscious Data Processing (ST 2024) - tele-TASK start?

The first episode of Hardware-Conscious Data Processing (ST 2024) - tele-TASK that we have available was released 9 April 2024.

Who creates the podcast Hardware-Conscious Data Processing (ST 2024) - tele-TASK?

Hardware-Conscious Data Processing (ST 2024) - tele-TASK is produced and created by Prof. Dr. Tilmann Rabl.