Tutorial: Unleashing the Intel Data Streaming Accelerator

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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 languageEnglish
Title of host publicationBTW2025 - Datenbanksysteme für Business, Technologie und Web - Workshopband
PublisherGesellschaft für Informatik, Bonn
Pages345-353
Number of pages9
Publication statusPublished - Mar 2025
Peer-reviewedYes

Publication series

SeriesGI-Edition : lecture notes in informatics. Proceedings
VolumeP-363
ISSN1617-5468

External IDs

ORCID /0000-0002-1427-9343/work/194823898
ORCID /0000-0001-8107-2775/work/194824071

Keywords

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