Deliverable 5.3 Memory hierarchy models and simulation components: iteration 1

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.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-09-30
DOI
https://doi.org/10.5281/zenodo.13870192
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
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article

Deliverable 5.3 Memory hierarchy models and simulation components: iteration 1

Zenodo (CERN European Organization for Nuclear Research)
Advanced Memory and Neural Computing
article

Deliverable 5.3 Memory hierarchy models and simulation components: iteration 1

article en

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.

Zenodo (CERN European Organization for Nuclear Research)
Centre National de la Recherche Scientifique (FR), National and Kapodistrian University of Athens (GR), Barcelona Supercomputing Center (ES), Universitat Politècnica de Catalunya (ES)
Industry, innovation and infrastructure
Openalex Percentile: Top 68%
Advanced Memory and Neural Computing
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Deliverable 5.3 Memory hierarchy models and simulation components: iteration 1 · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS