HEAM : Hashed Embedding Acceleration using Processing-In-Memory

no code implementations • 6 Feb 2024 • Youngsuk Kim, Hyuk-Jae Lee, Chae Eun Rhee

This paper introduces HEAM, a heterogeneous memory architecture that integrates 3D-stacked DRAM with DIMM to accelerate recommendation systems in which compositional embedding is utilized-a technique aimed at reducing the size of embedding tables.

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Around View Monitoring System for Hydraulic Excavators

no code implementations • 4 Apr 2022 • Dong Jun Yeom, Yu Na Hong, Yoojun Kim, Hyun Seok Yoo, Youngsuk Kim

This paper describes the Around View Monitoring (AVM) system for hydraulic excavators that prevents the safety accidents caused by blind spots and increases the operational efficiency.