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How We Ensure Stable Storage for LLM Training in Multi-Cloud Architecture

How We Ensure 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.
50%+ Cut in Both Storage & Compute Costs: Designing NetEase Games' Cloud Big Data Platform

50%+ Cut in Both Storage & Compute Costs: Designing NetEase Games' Cloud Big Data Platform
2023-09-14
Weihong Ke
Learn how NetEase Games, a global gaming giant, cut 50%+ in both storage and compute costs for their cloud-based big data platform.
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…
Improving Apache HBase Performance on Cloud with JuiceFS

Improving Apache HBase Performance on Cloud with JuiceFS
2022-12-19
Haifeng Chen
By combining JuiceFS with object storage, Apache HBase achieved similar read and write performance as when using HDFS, while reducing user costs by m…
Migrating on-Premises Hadoop to Cloud with JuiceFS: A Case Study from Li Auto

Migrating on-Premises Hadoop to Cloud with JuiceFS: A Case Study from Li Auto
2022-12-02
Lei Nie
Li Auto is migrating its big data platform from Hadoop to a cloud-native stack due to HDFS limitations in scalability, performance, disaster recovery…
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…
How does the Globalegrow data platform achieve both speed and money savings?

How does the Globalegrow data platform achieve both speed and money savings?
2020-10-29
Changjian Gao
This article analyzes in detail the data platform of Globalegrow after going to the cloud, without any performance loss, with the help of JuiceFS to …
Metadata Performance Battle: HDFS vs OSS vs JuiceFS

Metadata Performance Battle: HDFS vs OSS vs JuiceFS
2019-11-21
Davies, Tommy Tang
This article compares the metadata service performance of HDFS, OSS and JuiceFS, and finds that JuiceFS is far ahead of HDFS and OSS in terms of meta…