Tutorial: Unleashing the Intel Data Streaming Accelerator
Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review
Contributors
Abstract
In-memory data processing is the state-of-the-art approach for large-scale data analytics. New developments in both memory technologies and application-specific accelerators introduce new opportunities and challenges to a computer system. To this end, Intel offers a new on-chip memory-operation accelerator called Data Streaming Accelerator (DSA) in modern Xeon Scalable processors, which enables higher data-transfer throughput by offloading memory operations from the CPU. This tutorial introduces the DSA programming model and aims to enable participants to exploit the superior performance of the DSA over the CPU in terms of memory operations, e.g. to perform fast data relocation in a heterogeneous memory system.
Details
| Original language | English |
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| Title of host publication | BTW2025 - Datenbanksysteme für Business, Technologie und Web - Workshopband |
| Publisher | Gesellschaft für Informatik, Bonn |
| Pages | 345-353 |
| Number of pages | 9 |
| Publication status | Published - Mar 2025 |
| Peer-reviewed | Yes |
Publication series
| Series | GI-Edition : lecture notes in informatics. Proceedings |
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| Volume | P-363 |
| ISSN | 1617-5468 |
External IDs
| ORCID | /0000-0002-1427-9343/work/194823898 |
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| ORCID | /0000-0001-8107-2775/work/194824071 |