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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.
Zhejiang Lab Chose JuiceFS over s3fs & Alluxio for Its Ultra-Heterogeneous Computing Cluster

Zhejiang Lab Chose JuiceFS over s3fs & Alluxio for Its Ultra-Heterogeneous Computing Cluster
2023-06-09
Chen Hong
In this article, we’ll dive into our storage challenges, why we chose JuiceFS over s3fs and Alluxio, how we use it, and the issues we encountered and…
AI & HPC Workloads on Hybrid Cloud: DP Technology's Storage Challenges and Solutions

AI & HPC Workloads on Hybrid Cloud: DP Technology's Storage Challenges and Solutions
2023-02-08
Yangbin Li
A use case of setting up storage platform for deep learning/machine learning workloads on Hybrid Cloud environment. It introduces the storage challe…
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…