Work

Demystifying Intel Data Streaming Accelerator for In-Memory Data Processing

Year: 2024

Type: conference-paper

Abstract: In-memory data processing is the state-of-the-art approach for large-scale data analytics. For a more efficient processing and to be able to store more data in main memory, new hardware developments for memory such as Compute Express Link (CXL) and High-Bandwidth Memory (HBM) are of great interest. However, these developments also heterogenize the memory hierarchy, increasing the importance of efficient data transfers between different memory types and locations.

DOI: 10.1145/3698783.3699383

Authors: André Berthold, Constantin Fürst, Antonia Obersteiner, Lennart Schmidt, Dirk Habich, Wolfgang Lehner, Horst Schirmeier

Institution: Technische Universität Dresden

Language: English

Topic: Parallel Computing and Optimization Techniques

Subfield: Hardware and Architecture

Field: Computer Science

Domain: Physical Sciences

Open Access status: gold

Funder: Universitas Brawijaya

Award: G8298623120

OpenAlex ID: W4403728510

FWCI: 2.253

Cites: 9

Cited by: 7

Related to: 10