ISCA25-AE Artifact for 'In-Storage Acceleration of Retrieval Augmented Generation as a Service'

This is the artifact of ISCA 2025 Paper 'In-Storage Acceleration of Retrieval Augmented Generation as a Service"Our artifact provides scripts that can be executed on various machines, including AWS EC2 instances, to evaluate RAGX. These scripts facilitate database generation for all search and retrieval benchmarks used in our evaluation. We provide detailed instructions for setting up and running benchmarks on the CPU-DRAM baseline, as it is easily accessible and suitable for verifying the process, along with the RAGX simulator. All instructions can be found in the README.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-03-26
DOI
https://doi.org/10.5281/zenodo.15092496
Primary Topic
Parallel Computing and Optimization Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

ISCA25-AE Artifact for 'In-Storage Acceleration of Retrieval Augmented Generation as a Service'

Zenodo (CERN European Organization for Nuclear Research)
Parallel Computing and Optimization Techniques
article

ISCA25-AE Artifact for 'In-Storage Acceleration of Retrieval Augmented Generation as a Service'

article en

Abstract

This is the artifact of ISCA 2025 Paper 'In-Storage Acceleration of Retrieval Augmented Generation as a Service"Our artifact provides scripts that can be executed on various machines, including AWS EC2 instances, to evaluate RAGX. These scripts facilitate database generation for all search and retrieval benchmarks used in our evaluation. We provide detailed instructions for setting up and running benchmarks on the CPU-DRAM baseline, as it is easily accessible and suitable for verifying the process, along with the RAGX simulator. All instructions can be found in the README.

Zenodo (CERN European Organization for Nuclear Research)
University of California San Diego (US)
Openalex Percentile: Top 46%
Parallel Computing and Optimization Techniques
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