Work

Deliverable 5.3 Memory hierarchy models and simulation components: iteration 1

Year: 2024

Type: article

Abstract: This report details the development of a simulation infrastructure designed to enable a comprehensive evaluation of computing systems that integrate neuromorphic accelerators with primary storage subsystems, such as DDR (Double Data Rate) memory or cache. The infrastructure facilitates detailed system-level analysis, focusing on the computing platform's characteristics, particularly when incorporating photonichardware and Phase-Change Memory (PCM), a type of non-volatile random-access memory. This deliverable provides an overview of the methodology, tools, and key considerations involved in establishing the system architecture modeling and simulation infrastructure. It emphasizes the importance of this infrastructure in enhancing the understanding and optimization of advanced computing systems.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.13870191

Authors: Fernandez, Mikel, Papadimitriou, George, PAVANELLO, FABIO, Dwivedi, Ranjeet, Orobtchouk, Regis

Institutions: Barcelona Supercomputing Center, National and Kapodistrian University of Athens, Centre National de la Recherche Scientifique

Language: English

Topic: Advanced Memory and Neural Computing

Subfield: Electrical and Electronic Engineering

Field: Engineering

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: green

Funder: European Commission