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Prof. Dr. Tilmann Rabl

Hardware-Conscious Data Processing (ST 2025) - tele-TASK

Education EN ↓ 26 episodes

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...

Author

Prof. Dr. Tilmann Rabl

Category

Podcast website

www.tele-task.de

Latest episode

Jul 15, 2025

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Episodes

Task 4: GPU Join Video 15.07.2025 12:08

Summary Video 09.07.2025 1:16:39

Field Programmable Gate Arrays Video 08.07.2025 1:13:49

Data Processing on GPUs II Video 02.07.2025 1:24:25

Data Processing on GPUs Video 01.07.2025 1:11:39

Networking Video 25.06.2025 1:17:14

Networking Video 24.06.2025 1:23:20

Storage Video 18.06.2025 1:12:49

Task 3: Buffer Manager Video 17.06.2025 22:24

Compute Express Link Video 11.06.2025 1:26:16

Processing in Memory Video 10.06.2025 1:22:48

Concurrency and Synchronization & Non-uniform Memory Access Video 04.06.2025 1:26:02

Multicore Parallelism & Concurrency and Synchronization Video 03.06.2025 1:20:36

Multicore Parallelism Video 21.05.2025 1:30:03

Data Structures Video 20.05.2025 1:26:54

Profiling Video 13.05.2025 1:17:40

Vectorized Execution Video 07.05.2025 1:25:37

Task 1: Query Processing Video 06.05.2025 25:13

Query Execution Models Video 30.04.2025 1:23:10

Prefetching Video 29.04.2025 1:24:37

Instruction Execution Video 23.04.2025 1:24:40

CPU and Caching II Video 22.04.2025 1:16:04

CPU and Caching Video 16.04.2025 1:04:34

Performance Management & Benchmarking Video 15.04.2025 1:25:41

DBMS Recap & CPU and Caching Video 09.04.2025 1:15:54

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