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LLM Storage: Performance, Cost, and Multi-Cloud Architecture

LLM Storage: Performance, Cost, and Multi-Cloud Architecture
2024-04-09
Rui Su
Learn how JuiceFS tackles challenges in large language model storage, balancing performance and cost and solving issues in multi-cloud environments.
How Zhihu Ensures Stable Storage for LLM Training in Multi-Cloud Architecture

How Zhihu Ensures Stable Storage for LLM Training in Multi-Cloud Architecture
2024-04-03
Xin Wang
Learn how Zhihu, China’s Quora, ensures stable LLM training and seamless petabyte-scale data migration across clouds with JuiceFS.
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.
BentoML Reduced LLM Loading Time from 20+ to a Few Minutes with JuiceFS

BentoML Reduced LLM Loading Time from 20+ to a Few Minutes with JuiceFS
2024-02-29
Xipeng Guan
Learn how BentoML, a platform for building LLM AI apps, accelerates model loading using JuiceFS in a serverless environment.
coScene Chose JuiceFS over Alluxio to Tackle Object Storage Drawbacks

coScene Chose JuiceFS over Alluxio to Tackle Object Storage Drawbacks
2024-01-24
Juchao Song
As a multimodal scene data platform in the AI robotics industry, coScene chose JuiceFS over Alluxio to tackle object storage limitations.
NAVER, Korea's No.1 Search Engine, Chose JuiceFS over Alluxio for AI Storage

NAVER, Korea's No.1 Search Engine, Chose JuiceFS over Alluxio for AI Storage
2024-01-17
Nam Kyung-wan
Discover how NAVER, South Korea's top search engine, overcame AI storage challenges by choosing JuiceFS over Alluxio.
Building an Easy-to-Operate AI Training Platform: SmartMore's Storage Selection & Best Practices

Building an Easy-to-Operate AI Training Platform: SmartMore's Storage Selection & Best Practices
2023-12-14
Jichuan Sun
Explore SmartMore's journey in building an efficient AI training platform with insights into storage challenges, selection criteria, and the strategi…
A Leading Self-Driving Company Chose JuiceFS over Amazon S3 and Alluxio in the Multi-Cloud Architecture

A Leading Self-Driving Company Chose JuiceFS over Amazon S3 and Alluxio in the Multi-Cloud Architecture
2023-11-09
Juicedata Team
A leading self-driving unicorn company chose JuiceFS over Amazon S3 and Alluxio in the multi-cloud architecture to manage tens of billions of files, …
Xiaomi: Building a Cloud-Native File Storage Platform to Host 5B+ Files in AI Training & More

Xiaomi: Building a Cloud-Native File Storage Platform to Host 5B+ Files in AI Training & More
2023-10-12
Jiapeng Sun
Xiaomi built a cloud-native file storage platform with JuiceFS to support apps in AI training, large model data storage, big data, and data lake migr…