Research Progress and Development Trends of Intelligence Storage-Computation Fusion Systems
LI Heyang
Abstract：With the advent of the era of artificial intelligence and the Internet of Things,scenarios and computing tasks driven by massive data and large-scale models are emerging one after another,which has profoundly changed the development of informa-tion technology and equipment technology.However,in traditional Von Neumann architecture computing systems,the separatist structure of storage and computation has caused the"memory wall"problem,limiting the energy-efficiency performance improve-ment of computing systems when dealing with compute-intensive applications.Storage-Computation Fusion System is a new comput-ing paradigm that bridges traditional architecture with new neuromorphic computing architecture in the post-Moore's Law era.By uti-lizing the characteristics of storage devices and customized domain-specific accelerators,the system integrates data-intensive com-puting tasks in applications into storage devices,thus eliminating the overhead of data movement and achieving significant improve-ments in energy efficiency and performance of intelligent computing systems.This paper summarizes the research progress of stor-age-computation fusion systems with focusing on intelligent databases,which is a typical fundamental application.It discusses the development trends and prospects of storage-computation fusion systems.
Keywords：storage-computation fusionstorage systemintelligent computingdatabase
Publication Date：2023-12-20
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：9( 24-32 )