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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.
A Deep Dive into the Design of Directory Quotas in JuiceFS

A Deep Dive into the Design of Directory Quotas in JuiceFS
2023-10-26
Sandy
Discover the design decisions that make directory quota management accurate, effective, and performant.
Comparative Analysis of Major Distributed File System Architectures: GFS vs. Tectonic vs. JuiceFS

Comparative Analysis of Major Distributed File System Architectures: GFS vs. Tectonic vs. JuiceFS
2023-10-20
Changjian Gao
This article explores the design principles, innovations, and challenges addressed by three representative distributed file systems: Google File Syst…
GlusterFS vs. JuiceFS

GlusterFS vs. JuiceFS
2023-09-21
Juicedata Team
This article compares the design and features of GlusterFS and JuiceFS, helping you make an informed decision for selecting a storage solution.
Exploring Distributed File Systems: Concepts, Design, and Leading Solutions

Exploring Distributed File Systems: Concepts, Design, and Leading Solutions
2023-06-16
caitin
This article introduces the basic concepts of distributed file systems, key design principles behind them, and notable distributed file systems, incl…
A Comprehensive Comparison of JuiceFS and HDFS for Cloud-Based Big Data Storage

A Comprehensive Comparison of JuiceFS and HDFS for Cloud-Based Big Data Storage
2023-04-04
Tommy
This article will explore the similarities and differences between HDFS and JuiceFS from multiple angles. For enterprises looking to build a big dat…
JuiceFS vs SeaweedFS

JuiceFS vs SeaweedFS
2023-02-13
Ethan
Both JuiceFS and SeaweedFS are open-sourced distributed file systems. In this article, we compare the differences in architecture and features betwe…