In this session, we compare JuiceFS with major hyperscaler file storage and high-performance file storage offerings across AWS, GCP, Azure, and OCI. We also discuss common third-party approaches such as Alluxio and CephFS. The focus is on practical trade-offs around capabilities, total cost of ownership, operational complexity, reliability, and multi-cloud support.
We also include a few lightweight lessons learned from various industries and sectors—spanning GenAI, agentic workflows, quant, autonomous driving, embodied intelligence, and biotech—to illustrate how different requirements shape storage decisions.
Agenda
- File Systems for AI: What Are The Challenges?
- Key Comparisons and Trade-offs (Architecture, Performance, Cost, Operations)
- Real-World Use Cases & Lessons
Speaker: Rui Su, Co-founder of Juicedata
JuiceFS Office Hours
The JuiceFS Office Hours is a recurring online event held on the fourth Thursday of each month. It serves as a dedicated platform for JuiceFS users and community members to:
- Share best practices and community experiences around AI/ML workloads.
- Receive immediate responses to their questions from the JuiceFS team.
- Learn about the latest product updates and feature releases.
