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AI & HPC Workloads on Hybrid Cloud: DP Technology's Storage Challenges and Solutions
2023-02-08
Yangbin Li
A use case of setting up storage platform for deep learning/machine learning workloads on Hybrid Cloud environment. It introduces the storage challe…
Accelerating Deep Learning Model Training on Object Storage with JuiceFS: A Use Case from Unisound
2023-01-03
Dongdong Lv
This blog compares Lustre and JuiceFS for HPC storage. JuiceFS, a cloud-native distributed storage system, provides seamless integration with Kuberne…
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
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…
Storing Elasticsearch Warm/Cold Data on Object Storage with JuiceFS: A Guide by Kingsoft Cloud
2022-11-24
Xuefeng Hou
The article discusses reducing the cost of Elasticsearch by using object storage as a disk and evaluating file systems on object storage. It also eva…
Setting Up a Cloud-Based Machine Learning Platform with JuiceFS: A Use Case from a Quantitative Firm
2022-11-11
Jianhong Li
The article outlines the storage requirements for setting up a cloud-based machine learning platform. JuiceFS, a distributed file system that is com…
Migrating massive cold data to the cloud with JuiceFS- a use case from Trip.com
2022-09-19
Miaocheng&Xiaofeng
By using JuiceFS, Trip.com achieves separation of storage and computing. Additionally, the migration of data from GlusterFS to JuiceFS improves overa…
Improving Read Performance by ~30% in AI Speech and Text Processing by a Distributed Storage System
2022-09-06
Dongdong Lv
Note: This post was published on DZone.Unisound is an AI unicorn startup, specializing in speech recognition and artificial intelligence (AI) service…
Migrating Elasticsearch Data to cloud with JuiceFS Saves Gaoding Technology 60% in Storage Costs
2021-10-09
Gaoding SRE Team
Gaoding Technology used Elasticsearch's lifecycle management to store log data in different tiers based on their frequency of use, with hot data on S…
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