JuiceFS Article Collection
JuiceFS is widely applicable to various data storage and sharing scenarios. This page compiles its technical articles and real-world case studies. Explore valuable insights and practical examples to deepen your understanding of JuiceFS and related applications. We encourage all community users to contribute and maintain this list.
Articles sorted in categories
AI, machine learning, and deep learning
- vivo Migrated from GlusterFS to a Distributed File System for AI Training, 2024-07-18, Yige Peng @ vivo
- iSEE Lab Stores 500M+ Files on JuiceFS Replacing NFS, 2024-07-03, Guohao Xu @ Sun Yat-sen University
- Beike Loads AI Models 20x Faster with Hybrid Cloud Storage, 2024-06-26, Tianqing Wang @ Beike
- Low-Cost Read/Write Separation: Jerry Builds a Primary-Replica ClickHouse Architecture, 2024-05-29, Tao Ma @ Jerry
- LLM Storage: Performance, Cost, and Multi-Cloud Architecture, 2024-04-09, Sui Su
- How Zhihu Ensures Stable Storage for LLM Training in Multi-Cloud Architecture, 2024-04-03, Xin Wang @ Zhihu
- BentoML Reduced LLM Loading Time from 20+ to a Few Minutes with JuiceFS, 2024-02-29, Xipeng Guan @ BentoML
- coScene Chose JuiceFS over Alluxio to Tackle Object Storage Drawbacks, 2024-01-24, Juchao Song @ coScene
- NAVER, Korea's No.1 Search Engine, Chose JuiceFS over Alluxio for AI Storage, 2024-01-17, Nam Kyung-wan @ NAVER
- Building an Easy-to-Operate AI Training Platform: SmartMore's Storage Selection & Best Practices, 2023-12-14, Jichuan Sun @ SmartMore
- A Leading Self-Driving Company Chose JuiceFS over Amazon S3 and Alluxio in the Multi-Cloud Architecture, 2023-11-09
- Building a Cloud-Native File Storage Platform to Host 5B+ Files in AI Training & More, 2023-10-12, Jiapeng Sun @ Xiaomi
- Choosing JuiceFS over s3fs and Alluxio for Our Ultra-Heterogeneous Computing Cluster, 2023-06-09, Chen Hong @ Zhejiang Lab
- Achieving Elastic Throughput in the Cloud with a Distributed File System to Boost AI Training, 2023-05-06, Sui Su
- Improving Read Performance by ~30% in AI Speech and Text Processing by a Distributed Storage System, 2022-09-06, Dongdong Lv @ Unisound
Big data
- From Object Storage to K8s+JuiceFS: 85% Storage Cost Cut, HDFS-Level Performance, 2024-02-07, Experienced JuiceFS user
- From Hadoop to Cloud: Why and How to Decouple Storage and Compute in Big Data Platforms, 2023-11-01
- Costs Cut & Ops Efficiency Boosted: Switching to a Big Data Storage-Compute Decoupled Architecture, 2023-09-28, Ming Li @ DMALL
- 50%+ Cut in Both Storage & Compute Costs: Designing NetEase Games' Cloud Big Data Platform, 2023-09-14, Weihong Ke @ NetEase Games
- Migrating Hadoop to the Cloud: 2x Storage Capacity & Fewer Ops Costs, 2023-08-09, Chang Liu & Yangliang Li @ Yimian
- An Elastic Platform & Simplified Storage Achieved by Migrating to Spark+K8s+JuiceFS, 2023-05-10, Fengyu Cao @ Douban
- Gaoding Technology Saves 60% Of Storage Cost Used By Elasticsearch, 2021-10-09, Gaoding SRE Team
- Shopee x JuiceFS: ClickHouse Cold and Hot Data Separation Storage Architecture and Practice, 2021-10-09, Teng @ Shopee
- How to effectively reduce the load of HDFS cluster for Qutoutiao(NASDAQ:QTT)
- How does the Globalegrow data platform achieve both speed and money savings?
- How to make HBase faster, more stable, and cheaper
- Exploring storage and computing separation for ClickHouse
Data sharing
Data backup and recovery
- Trip.com’s practice of massive cold data migrating to object storage with JuiceFS, 2022-09-19, Miaocheng & Xiaofeng @ Trip.com
- JuiceFS for archive NGINX logs
- JuiceFS for MySQL backup, verification and recovery
- Customer Stories: Xiachufang MySQL backup practice on JuiceFS
Tutorial, guide, and best practice
- Empowering NAS for AI Training with JuiceFS Direct-Mode NFS,2024-07-25,Herald Yu
- How to Deploy SeaweedFS+TiKV for Using JuiceFS, 2024-07-11, Jinhao Yang @ SmartMore
- JuiceFS 1.2: Introducing Enterprise-Grade Permission Management and Smooth Upgrades, 2024-06-20
- JuiceFS S3 Gateway: IAM and Bucket Event Notifications, 2024-06-13, Herald Yu
- Managing POSIX ACL Permissions in JuiceFS, 2024-06-06, Herald Yu
- Data Sync in JuiceFS 1.2: Enhanced Selective Sync and Performance Optimizations, 2024-05-16, Jian Zhi
- Smooth Upgrade: Implementation and Usage, 2024-05-08, Jian Zhi
- How We Optimized ACL Implementation for Minimal Performance Impact, 2024-04-30, Jiefeng Huang
- JuiceFS 1.2: Gateway Upgrade, Enhanced Multi-User Permission Management, 2024-04-22, Jian Zhi
- How to Monitor the JuiceFS File System with Grafana Cloud, 2024-04-18, Herald Yu
- How to Persist Data in Google Colab Using JuiceFS, 2024-03-27, Jet
- 98% GPU Utilization Achieved in 1k GPU-Scale AI Training Using Distributed Cache, 2024-03-07, Feihu Mo
- How a Distributed File System in Go Reduced Memory Usage by 90%, 2024-02-22, Sandy
- K8s Data Persistence: Getting Started with JuiceFS CSI Driver, 2023-12-28, Herald Yu
- How We Achieved a 40x Performance Boost in Metadata Backup and Recovery, 2023-12-20, Jian Zhi
- How to Build a Ceph Cluster and Integrate with the JuiceFS File System, 2023-12-07, Yifu Liu
- 6 Essential Tips for JuiceFS Users, 2023-11-23, Herald Yu
- What's New in JuiceFS Enterprise Edition 5.0, 2023-11-20
- A Deep Dive into the Design of Directory Quotas in JuiceFS, 2023-10-26, Sandy
- Configuring Samba and NFS on JuiceFS to Unlock Unlimited Cloud Storage, 2023-08-29, Herald Yu
- How to Store and Share AI Models for Stable Diffusion in the Cloud, 2023-07-19, Herald Yu
- JuiceFS Enterprise Edition: Architecture, Features, and Community Edition Comparison, 2023-06-06, Changjian Gao
- How to Boost AI Model Training with a Distributed Storage System, 2023-04-25, Changjian Gao
- How To Use JuiceFS To Store Data On DigitalOcean, Youtube video, by Education Ecosystem
- Guidance on selecting metadata engine in JuiceFS, 2022-10-14, Sandy
- The strengths and weaknesses of using Redis as the JuiceFS metadata engine, 2022-07-22, Changjian Gao
- How JuiceFS uses Redis as a Metastore on Redis Monthly Live with Davies Liu and Mikhail Volkov, YouTube video
- Tutorial, how to use JuiceFS with Cloudflare R2, George Liu (eva2000)
- JuiceFS Source Code Analysis, Dollarkillerx
Others
- From HPC to AI: Evolution and Performance Evaluation of File Systems, 2024-05-23, Weizheng Lu @ Renmin University of China
- Is POSIX Really Unsuitable for Object Stores? A Data-Backed Answer, 2023-11-16, Herald Yu
- Comparative Analysis of Major Distributed File System Architectures: GFS vs. Tectonic vs. JuiceFS, 2023-10-20, Changjian Gao
- JuiceFS vs. SeaweedFS, 2023-09-31, Yifu Liu
- GlusterFS vs. JuiceFS, 2023-09-21, Sandy
Contribution
If you want to add JuiceFS application cases to this list, you can do so through the following methods:
GitHub contribution
Feel free to contribute by creating a branch in this repository on GitHub. Add the title and URL of your case page to the appropriate category, and then submit a pull request for review. Our team will review the submission and merge the branch if approved.
Social media
You can join the official JuiceFS Slack channel. There, you can get in touch with any staff member to discuss your contribution.