DOCA Argus is the runtime threat detection microservice that provides real-time visibility and situational awareness across the AI factory. Argus is the foundation of the DOCA security stack. Running on BlueField data and storage processors, DOCA Argus continuously observes workload behavior at runtime using advanced memory analysis, enabling organizations to detect threats, monitor integrity, and understand operational state without impacting AI workload performance. Unlike traditional host-based security approaches, DOCA Argus operates independently from the compute node it protects. By leve
Advancing AI Infrastructure for Agentic AI with NVIDIA DOCA In-Silicon Security | NVIDIA Technical BlogPurpose-built for AI infrastructure, NVIDIA BlueField DPUs combine high-performance networking, programmable compute, hardware acceleration, and advanced security capabilities into a single platform embedded into every AI factory compute node. Unlike traditional security approaches that rely on host system software, BlueField establishes a hardware-enforced, in-silicon, and workload-independent security layer. Operating within its own trusted execution domain, BlueField isolates infrastructure and security services from the host system. Monitoring, policy enforcement, and telemetry operate eve
Advancing AI Infrastructure for Agentic AI with NVIDIA DOCA In-Silicon Security | NVIDIA Technical BlogTrustworthy AI / Cybersecurity Building a Zero-Trust Architecture for Confidential AI Factories Mar 23, 2026 By Hema Bontha , Manuel Huber and Matheen Raza Discuss 0 Discuss 0 L T F R E AI-Generated Summary Like Dislike Zero-trust AI factories require hardware-enforced Trusted Execution Environment… …
… Generate a recipe The recipe command takes a description of your target environment and matches it against a library of validated overlays to produce a single recipe with exact component versions and settings. aicr recipe \ --service eks \ --accelerator h100 \ --intent training \ --os ubuntu \ --pl… …
Agentic AI / Generative AI Advancing AI Infrastructure for Agentic AI with NVIDIA DOCA In-Silicon Security May 31, 2026 By Ofir Arkin , Uriya Stern and Itay Ozery Discuss 0 Discuss 0 L T F R E The AI era is driving a new class of infrastructure: AI factories that transform data into intelligence fo… …
… It unifies training clusters, simulation, and edge environments into a single YAML-defined engine that manages datasets, dependencies, and compute scheduling across cloud or on-prem infrastructure. …
… As AI factories evolve from research and experimentation into production-grade, mission-critical environments, shared infrastructure across multiple teams requires strong organizational isolation and secure multi-tenancy. …
… To achieve rapid Time to AI and strong ROI, the new NVIDIA DSX Air is enabling organizations to simulate their entire AI factory infrastructure in the cloud—covering compute, networking, storage, and security. …
… Oracle is a key early adopter, integrating the MCG toolkit into its OCI AI infrastructure to enhance model documentation and GPU resource optimization within dedicated AI clusters and cloud environments. AI-generated content may summarize information incompletely. …
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MLOps Maximize AI Infrastructure Throughput by Consolidating Underutilized GPU Workloads Mar 25, 2026 By Sagar Desai and Adi Margolin Discuss 0 Discuss 0 L T F R E AI-Generated Summary Like Dislike GPU resource fragmentation in Kubernetes production environments leads to underutilization, especiall… …
Data Center / Cloud Building Token‑Metered AI Services on Telco AI Factories May 21, 2026 By Waleed Badr and Amogh Dendukuri Discuss 0 Discuss 0 L T F R E AI-Generated Summary Like Dislike Telcos are building sovereign AI factories based on the NVIDIA Cloud Partner reference architecture to provide… …