Every organization piloting generative AI (gen AI) eventually hits the "inference wall." It’s the moment when the excitement of a working prototype meets the cold reality of production. Suddenly, that single model running on a developer’s laptop needs to serve thousands of concurrent users, maintain sub-50ms latency, and somehow not bankrupt the IT budget in cloud costs.The core challenge for enterprise AI is mainly operational: Solving the efficiency equation. It is no longer enough to just run a model, you must run it with precision performance. How do you maximize tokens per dollar? How
The general availability (GA) of SQL Server 2025 on Red Hat Enterprise Linux 10 (RHEL) empowers enterprises to confidently deploy Microsoft SQL Server 2025 on Red Hat's latest enterprise Linux platform, combining Microsoft's modern, AI-ready database with the security, stability, and performance that RHEL is known for. Try it today on the Red Hat Ecosystem Catalog.With SQL Server 2025 support on RHEL 10, organizations can run mission-critical SQL Server workloads on a platform built for hybrid cloud, edge, and AI-driven environments. This release reinforces our joint commitment to delivering a