Hardware-Conscious Data Processing (ST 2025) - tele-TASK
Task 4: GPU Join
Jul 15, 202512 minS0
education
Hardware-Conscious Data Processing (ST 2025) - tele-TASK
Hosted by Prof. Dr. Tilmann Rabl · education · EN
26 episodesAudience: 3
About this Podcast:
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.
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Booking probability
29%
Guest openness
Selective
80/100
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What is Hardware-Conscious Data Processing (ST 2025) - tele-TASK about?
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.
Who hosts Hardware-Conscious Data Processing (ST 2025) - tele-TASK?
Hardware-Conscious Data Processing (ST 2025) - tele-TASK is hosted by Prof. Dr. Tilmann Rabl. The show has published 26 episodes to date.
What has Hardware-Conscious Data Processing (ST 2025) - tele-TASK covered recently?
Recent episodes include "Task 4: GPU Join" (15 July 2025, 12 minutes), "Summary" (9 July 2025, 77 minutes), and "Field Programmable Gate Arrays" (8 July 2025, 74 minutes).
How often does Hardware-Conscious Data Processing (ST 2025) - tele-TASK publish?
Hardware-Conscious Data Processing (ST 2025) - tele-TASK publishes roughly weekly, with episodes averaging 72 minutes across 26 episodes.
How hard is it to get booked on Hardware-Conscious Data Processing (ST 2025) - tele-TASK?
Booking probability for Hardware-Conscious Data Processing (ST 2025) - tele-TASK is 29%, and the host is rated Selective on guests. Hardware-Conscious Data Processing (ST 2025) - tele-TASK requires a Pod Score of 80 or higher. Hardware-Conscious Data Processing (ST 2025) - tele-TASK's contact route on record: verified email.
Who should pitch Hardware-Conscious Data Processing (ST 2025) - tele-TASK?
The strongest fits for Hardware-Conscious Data Processing (ST 2025) - tele-TASK are Universities & Colleges. Hardware-Conscious Data Processing (ST 2025) - tele-TASK has an education audience.
About the host
Prof. Dr. Tilmann Rabl hosts Hardware-Conscious Data Processing (ST 2025) - tele-TASK, an education podcast with 26 episodes published.
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Recent episodes
Our AI reads these to draft pitches. Use them as grounding for a pitch that cites a real guest and a specific topic.
Hardware-Conscious Data Processing (ST 2025) - tele-TASK
Field Programmable Gate Arrays
Jul 8, 20251h 14mS0Hardware-Conscious Data Processing (ST 2025) - tele-TASK
Data Processing on GPUs II
Jul 2, 20251h 24mS0Hardware-Conscious Data Processing (ST 2025) - tele-TASK
Data Processing on GPUs
Jul 1, 20251h 12mS0
View More
Hardware-Conscious Data Processing (ST 2025) - tele-TASK
Task 3: Buffer Manager
Jun 17, 202522 minS0Hardware-Conscious Data Processing (ST 2025) - tele-TASK
Compute Express Link
Jun 11, 20251h 26mS0Hardware-Conscious Data Processing (ST 2025) - tele-TASK
Processing in Memory
Jun 10, 20251h 23mS0Hardware-Conscious Data Processing (ST 2025) - tele-TASK
Concurrency and Synchronization & Non-uniform Memory Access
Jun 4, 20251h 26mS0Hardware-Conscious Data Processing (ST 2025) - tele-TASK
Multicore Parallelism & Concurrency and Synchronization
Jun 3, 20251h 21mS0Hardware-Conscious Data Processing (ST 2025) - tele-TASK
Multicore Parallelism
May 21, 20251h 30mS0Hardware-Conscious Data Processing (ST 2025) - tele-TASK
Data Structures
May 20, 20251h 27mS0Hardware-Conscious Data Processing (ST 2025) - tele-TASK
Vectorized Execution
May 7, 20251h 26mS0Hardware-Conscious Data Processing (ST 2025) - tele-TASK
Task 1: Query Processing
May 6, 202525 minS0Hardware-Conscious Data Processing (ST 2025) - tele-TASK
Query Execution Models
Apr 30, 20251h 23mS0
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