Charts
Hardware-Conscious Data Processing (ST 2022) - tele-TASKEpisode from the podcastHardware-Conscious Data Processing (ST 2022) - tele-TASK
Query Compilation for Modern, Heterogenous Processors

Query Compilation for Modern, Heterogenous Processors

Released Tuesday, 26th July 2022
Good episode? Give it some love!
Query Compilation for Modern, Heterogenous Processors

Query Compilation for Modern, Heterogenous Processors

Query Compilation for Modern, Heterogenous Processors

Query Compilation for Modern, Heterogenous Processors

Tuesday, 26th July 2022
Good episode? Give it some love!
Rate Episode
List
About
InsightsPodchaser Pro
Reviews
Credits
Lists
Transcript
Rate
List
Get this podcast via API

From The Podcast

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; fast interconnects, such as Infiniband, RDMA, and NVLink; 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 concious data processing.

Join Podchaser to...

  • Rate podcasts and episodes
  • Follow podcasts and creators
  • Create podcast and episode lists
  • & much more
Do you host or manage this podcast?
Claim and edit this page to your liking.
,
Podchaser Logo

Podchaser is the ultimate destination for podcast data, search, and discovery. Learn More