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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.
JuiceFS Evaluation with AWS EFS and FSx for Lustre

JuiceFS Evaluation with AWS EFS and FSx for Lustre
2024-08-07
Brent Bai
This post compares JuiceFS with Amazon EFS and FSx for Lustre, focusing on features, performance, and cost. Discover which file system best suits you…
Optimizing JuiceFS Read Performance: Readahead, Prefetch, and Cache

Optimizing JuiceFS Read Performance: Readahead, Prefetch, and Cache
2024-08-06
Feihu Mo
Deep dive into how JuiceFS enhances read performance using readahead, prefetch, and cache.
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.
98% GPU Utilization Achieved in 1k GPU-Scale AI Training Using Distributed Cache

98% GPU Utilization Achieved in 1k GPU-Scale AI Training Using Distributed Cache
2024-03-07
Feihu Mo
Learn how JuiceFS achieved over 98% GPU utilization in 1,000 GPU-scale AI training using distributed cache.
How a Distributed File System in Go Reduced Memory Usage by 90%

How a Distributed File System in Go Reduced Memory Usage by 90%
2024-02-22
Sandy
Learn JuiceFS Enterprise Edition’s metadata engine design and optimization methods that reduced its metadata memory usage by 90%.
How We Achieved a 40x Performance Boost in Metadata Backup and Recovery

How We Achieved a 40x Performance Boost in Metadata Backup and Recovery
2023-12-20
Jian Zhi
Discover how JuiceFS achieved a 40x performance boost in metadata backup and recovery, reducing runtime and memory usage of dump and load operations.
Is POSIX Really Unsuitable for Object Stores? A Data-Backed Answer

Is POSIX Really Unsuitable for Object Stores? A Data-Backed Answer
2023-11-16
Herald
Is POSIX really unsuitable for object stores? Dive into the data-driven analysis of MinIO, s3fs-fuse, and JuiceFS to find out.
Metadata Performance Comparison: HDFS vs S3 vs JuiceFS

Metadata Performance Comparison: HDFS vs S3 vs JuiceFS
2022-10-27
tommy
BackgroundMetadata is the core of storage system, of which performance is critical to the capability and scalability of the entire data platform. Esp…