Didnt realize Lustre was still behind so many top HPC systems, interesting note Tom, curious if the client side compression will noticeably cut training storage costs for AI clusters.
The Lustre Collective: Open-Source Veterans Launch Independent Filesystem Support Company
2 Comments
@[Marco Marelli] Thanks! Yeah, Lustre's market share in HPC is stronger than most people realize. Eight of the top 10 systems is solid dominance.
On compression: it should help with AI training costs. The benefit is twofold - you're storing less data (obvious win), but you're also reducing network bandwidth since training involves reading datasets repeatedly. DDN is building this for the 2.18 release. Most implementations I've seen deliver 2-3x compression ratios on training data, though it varies by data type.
The real issue is keeping GPUs fed with data. When 100,000 GPUs are waiting on storage, the compute costs dwarf the storage savings. But every bit helps when you're operating at that scale.
Please log in to add a comment.
Please log in to comment on this post.
More Posts
- © 2026 Coder Legion
- Feedback / Bug
- Privacy
- About Us
- Contacts
- Premium Subscription
- Terms of Service
- Refund
- Early Builders
I specialize in LLM evaluation, prompt engineering, and RLHF (Reinforcement Learning from Human Feedback) methodologies. My focus is helping developers integrate LLMs into production systems: model fine-tuning strategies, prompt optimization, agentic workflows, AI-powered DevOps, and building reliable AI applications that actually work.
Having trained the core Google Bard model and interviewed 4,000+ technology executives across AI/ML infrastructure, I write about real-world LLM implementation challenges—not theoretical possibilities. I attend major tech conferences to understand what developers actually face when deploying AI in production environments. Show less
More From Tom Smithverified
Related Jobs
- Technical Support Specialist - Weekday Overnight - GovernmentLE0001 Relativity ODA LLC · Full time · Springfield, IL
- Technical Support Specialist - EveningRelativity · Full time · Springfield, IL
- IT Infrastructure and Support ManagerThe TRIGO Group · Full time · Springfield, IL
Commenters (This Week)
Contribute meaningful comments to climb the leaderboard and earn badges!