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Everyone obsesses over models and GPUs. Paul Speciale, CMO at @Scality, makes the case that data infrastructure decides whether AI works. Huge context windows turn a simple chat into a storage and latency problem, and inference can demand microsecond access. My take: tiered storage design is the unglamorous decision that makes the GPU spend pay off. buzzsprout.com/2228835/episo…
Everyone talks about models and GPUs. The real bottleneck is often the data. Paul Speciale and I unpack storage at AI scale, hot-to-cold tiers, inference latency, ransomware resilience, sovereignty, and the power bill behind it all.
buzzsprout.com/2228835/episo…@Scality
Using Blackwell RTX 6000 Pro GPUs, a 4x100Gb RDMA network, vLLM, NVIDIA ModelExpress, NVIDIA NIXL, and Scality ADI, the team compared local NVMe with S3 over TCP and RDMA, plus Scality's native AI API over RDMA. piped.video/watch?v=DeobpY12…
🏗️ "Cloud gives you power. But power and control are not the same thing."
@Scality CMO Paul Speciale and @PyramidComputer's Patricia Hillebrand on sovereign AI infrastructure, the hardware-software balance, healthcare imaging, edge AI.
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#DataSovereignty#AIInfrastructure
Paul Speciale at @scality on the unglamorous half of AI infrastructure. Storing and serving data at petabyte and exabyte scale, hot warm and cool tiers matched to the GPU stack, and inference workloads that want microsecond access.
Big context windows quietly turned a chat box into a storage and latency bill. Flash prices are spiking with supply tight, and that is going to land in somebody's 2027 budget.
buzzsprout.com/2228835/episo…
How To Store And Serve AI Data At Scale: Everyone talks models and GPUs. The hidden limiter is the data: storage, latency, tiers, and cyber resilience. Hear how enterprise AI breaks when the infrastructure lags @scalitynitter.net/i/broadcasts/1NGarrbqe…
Coverage: @JimTheWhyGuy & @Scality discuss Scality ADI and its agentic AI assistant, Guardian, revolutionizing storage. Simplifying management & enhancing security with AI-driven infrastructure. Learn more at #AIFD8! buff.ly/KpT54e7