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LLM Storage Selection & Detailed Performance Analysis of JuiceFS

LLM Storage Selection & Detailed Performance Analysis of JuiceFS
2024-10-23
Shaojie Li
Explore storage solutions for large language models, comparing JuiceFS performance with CephFS, Lustre, s3fs, Alluxio, and Cloud NAS.
From HPC to AI: Evolution and Performance Evaluation of File Systems

From HPC to AI: Evolution and Performance Evaluation of File Systems
2024-05-23
Weizheng Lu
Renmin University of China evaluated Lustre, Alluxio, and JuiceFS for AI storage, with benchmarking results in handling large-scale datasets.
Accelerating Deep Learning Model Training on Object Storage with JuiceFS: A Use Case from Unisound

Accelerating Deep Learning Model Training on Object Storage with JuiceFS: A Use Case from Unisound
2023-01-03
Dongdong Lv
This blog compares Lustre and JuiceFS for HPC storage. JuiceFS, a cloud-native distributed storage system, provides seamless integration with Kuberne…
Improving Read Performance by ~30% in AI Speech and Text Processing by a Distributed Storage System

Improving Read Performance by ~30% in AI Speech and Text Processing by a Distributed Storage System
2022-09-06
Dongdong Lv
Note: This post was published on DZone.Unisound is an AI unicorn startup, specializing in speech recognition and artificial intelligence (AI) service…