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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.
How JuiceFS Boosts Foundation Model Inference in Multi-Cloud Architectures

How JuiceFS Boosts Foundation Model Inference in Multi-Cloud Architectures
2024-08-29
Changjian Gao
Learn how JuiceFS Enterprise Edition enhances foundation model inference in multi-cloud setups by accelerating data access, optimizing model data dis…
Enhancing AI Training Workflows with JuiceFS

Enhancing AI Training Workflows with JuiceFS
2024-08-27
Juicedata Team
JuiceFS boosts AI training workflows with scalable storage, high-performance data handling, and seamless POSIX integration.
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.
From Hadoop to Cloud: Why and How to Decouple Storage and Compute in Big Data Platforms

From Hadoop to Cloud: Why and How to Decouple Storage and Compute in Big Data Platforms
2023-11-01
Rui Su
Learn the importance and feasibility of storage-compute decoupling and explore available market solutions.
JuiceFS Enterprise Edition: Architecture, Features, and Community Edition Comparison

JuiceFS Enterprise Edition: Architecture, Features, and Community Edition Comparison
2023-06-06
Changjian Gao
In this article, we’ll explore the unique features and services of JuiceFS Enterprise Edition and compare them to the Community Edition. We hope this…
Achieving Elastic Throughput in the Cloud with a Distributed File System to Boost AI Training

Achieving Elastic Throughput in the Cloud with a Distributed File System to Boost AI Training
2023-05-06
Rui Su
Learn how JuiceFS, a cloud-native high-performance distributed storage system, empowers quantitative hedge funds to enhance AI training and achieve e…
Practice of JuiceFS in storing Elasticsearch/ClickHouse warm and cold data

Practice of JuiceFS in storing Elasticsearch/ClickHouse warm and cold data
2022-11-02
Changjian Gao
Enterprises are storing more data. The conflict between storage capacity and query performance as well as storage cost becomes a common challenge. Th…
Building a Milvus Cluster Based on JuiceFS

Building a Milvus Cluster Based on JuiceFS
2021-05-25
Changjian Gao
Learn how to build a Milvus cluster based on JuiceFS, a shared file system designed for cloud-native environments.