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From HPC to AI: Evolution and Performance Evaluation of File Systems

From HPC to AI: Evolution and Performance Evaluation of File Systems
2024-05-23
Weizheng Lu
Renmin University of China evaluated Lustre, Alluxio, and JuiceFS for AI storage, with benchmarking results in handling large-scale datasets.
From Object Storage to K8s+JuiceFS: 85% Storage Cost Cut, HDFS-Level Performance

From Object Storage to K8s+JuiceFS: 85% Storage Cost Cut, HDFS-Level Performance
2024-02-07
Experienced JuiceFS user
Explore the evolution of a financial technology company's big data platform on the cloud, transitioning from object storage + EMR to K8s+JuiceFS.
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.
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…
Why DMALL Switched to a Big Data Storage-Compute Decoupled Architecture

Why DMALL Switched to a Big Data Storage-Compute Decoupled Architecture
2023-09-28
Ming Li
DMALL, Asia's leading omnichannel digital retail solution provider, switched from a storage-compute coupled architecture to decouple architecture. In…
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.
Yimian Migrated Hadoop to the Cloud: 2x Storage Capacity & Fewer Ops Costs

Yimian Migrated Hadoop to the Cloud: 2x Storage Capacity & Fewer Ops Costs
2023-08-09
Chang Liu&Yangliang Li
Learn how Yimian, an AI-powered data analytics provider, implemented a compute-storage decoupled architecture, doubled storage capacity, and cut oper…
Douban Achieved an Elastic Platform & Simplified Storage Using Spark+K8s+JuiceFS

Douban Achieved an Elastic Platform & Simplified Storage Using Spark+K8s+JuiceFS
2023-05-10
Fengyu Cao
By migrating from DPark+Mesos+MooseFS to Spark+K8s+JuiceFS, Douban achieved an elastic platform, simplified storage management, and improved query ef…
China Telecom Manages PB-Level Data by Separating Compute & Storage with JuiceFS

China Telecom Manages PB-Level Data by Separating Compute & Storage with JuiceFS
2023-03-17
Lei Yang
China Telecom's big data team handles massive data at the PB level on a daily basis, and it resolved this by implementing storage and computing separ…