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Prof. Dr. Tilmann Rabl

Hardware-Conscious Data Processing (ST 2023) - tele-TASK

Education EN ↓ 25 episodes

Hardware development continuously advances, with different technologies improving at different pace. While the amount of transistors in a CPU package are growing, the single core performance is stagnating 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 technolgoies, such as NVM and NVMe;...

Be sure to visit the podcast's website and support the creator: www.tele-task.de

Author

Prof. Dr. Tilmann Rabl

Category

Podcast website

www.tele-task.de

Latest episode

Jul 25, 2023

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Episodes

Compute Express Link Video 25.07.2023 1:23:40

Summary Video 20.07.2023 56:54

Field Programmable Gate Arrays (2) Video 12.07.2023 1:25:11

Field Programmable Gate Arrays Video 11.07.2023 1:17:29

Data Processing on GPUs II Video 05.07.2023 1:26:18

Data Processing on GPUs Video 04.07.2023 1:26:08

Storage & Networking Video 28.06.2023 1:11:26

Storage Video 27.06.2023 1:25:34

Persistent Memory Video 20.06.2023 1:18:21

Non-uniform Memory Access Video 14.06.2023 1:23:40

Concurrency and Synchronization Video 13.06.2023 1:26:52

Multicore Parallelism (2) Video 07.06.2023 1:27:50

Multicore Parallelism Video 31.05.2023 1:17:32

Profiling Video 24.05.2023 1:30:49

Data Structures Video 23.05.2023 1:22:24

Query Execution Models Video 17.05.2023 1:27:33

Vectorized Execution (2) Video 16.05.2023 1:10:07

Task 1: SIMD Delta Scan Video 10.05.2023 43:29

Vectorized Execution Video 09.05.2023 1:21:46

CPU and Caching & Instruction Execution Video 03.05.2023 1:27:32

CPU and Caching (2) Video 02.05.2023 52:08

CPU and Caching Video 26.04.2023 1:28:22

Performance Management & Benchmarking Video 25.04.2023 1:23:00

DBMS Recap Video 19.04.2023 1:24:14

Introduction Video 18.04.2023 1:23:45

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