Demystifying Intel Data Streaming Accelerator for In-Memory Data Processing
André Berthold, Constantin Fürst, Anton Obersteiner, Lennart Schmidt, Dirk Habich, Wolfgang Lehner, Horst Schirmeier · 2024
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.