Overview
JuiceFS is a high-performance distributed file system designed for the cloud. And JuiceFS Cloud Service is a SaaS (Software-as-a-Service) solution provided by Juicedata. Unlike the open-source edition of JuiceFS, it is shipped with an in-house developed, high-performance metadata engine, so your team can use and manage JuiceFS storage more easily.
JuiceFS is designed for high-performance computing needs, commonly utilized in AI & machine learning for training, inference, model distribution, as well as in big data processing and analysis. Within industries such as generative AI, autonomous driving, quantitative trading, and bioinformatics, JuiceFS serves as a unified storage solution in users' data pipelines. It efficiently manages column-based structured data, semi-structured data like CSV and JSON, and various forms of unstructured data used for computation, including videos, images, and audio files.
JuiceFS separates "data" and "metadata" storage. Files are split into chunks and stored in Amazon S3 to enhance storage performance, while metadata (directories,file names) is stored in our fully managed service. The built-in caching capabilities of JuiceFS can significantly improve I/O throughput by utilizing the local storage of computing nodes, while also substantially reducing the bandwidth overhead of S3. With full POSIX compatibility, it enables S3 to be utilized as massive local disks, allowing them to be mounted and accessed on different hosts across platforms and regions.
Highlights
- JuiceFS provides interfaces compatible with POSIX, HDFS, and S3, serving as a unified storage solution for AI job pipelines, thereby reducing unnecessary data copying and migration efforts.
- JuiceFS enhances I/O efficiency through caching, prefetching, and concurrent reading. Its high-performance metadata service efficiently manages millions of requests per second, ensuring response times from milliseconds to hundreds of microseconds. For read-intensive tasks like model training, it uses multi-level caching to speed up data access, scaling read throughput to hundreds of gigabytes per second.
- The metadata service and object storage of JuiceFS can meet the concurrent demands of thousands to tens of thousands of clients. The automatic caching feature of the JuiceFS client can significantly reduce the load on the metadata service and object storage during model training, further enhancing the overall capacity of the storage system.
Features and programs
Financing for AWS Marketplace purchases
Pricing
Dimension | Description | Cost/unit |
|---|---|---|
Professional | Up to 10 PiB Size, 100M Inodes and 1000 clients. ($0.02/GiB/month) | $0.02 |
Vendor refund policy
We do not currently support refunds, but you can cancel at any time.
Legal
Vendor terms and conditions
Content disclaimer
Delivery details
Software as a Service (SaaS)
SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.
Support
Vendor support
Website: https://juicefs.com/en/contact-us Live chat: https://juicefs.com/en/contact-us Slack: https://go.juicefs.com/slack Email: support@juicedata.io
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
Similar products
