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Close-up of DRAM, CPU and NVMe hardware with restrained data paths illustrating frequently reused memory pages being retained during a large file scan.
Linux Performance

MGLRU’s Next Step Is Frequency-Aware Memory Reclaim

A new Linux memory-management RFC proposes frequency-guided promotion for Multi-Gen LRU, aiming to distinguish repeatedly accessed folios before reclaim. The early results are promising, but infrastructure teams should treat it as a benchmark target—not a production feature—until the design stabilizes.

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Medium-voltage switchgear, UPS equipment and power distribution feeding high-density AI server racks inside a hyperscale data center.
AI Infrastructure

AI Data Centers Need Grid Ride-Through, Not Just Backup Power

A new Open Compute Project specification treats hyperscale computing load as an active participant in grid stability. Its voltage ride-through and controlled recovery requirements will affect power-supply firmware, facility controls, interconnection studies, and the design boundary between IT and electrical infrastructure.

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Open quantum random-number generator appliance showing its optical source, detector electronics and secured connection to enterprise cryptographic infrastructure.
Quantum Computing

Quantum Randomness Needs a Supply Chain, Not a Black Box

ETSI TR 104 171 reframes quantum random-number generators as an end-to-end entropy pipeline. For infrastructure buyers, the important controls are source modeling, conditional min-entropy, extraction, health monitoring, attestation, and secure delivery—not a quantum label or a passing statistical test.

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Enterprise Kubernetes cluster servers connected to dedicated certificate-signing and trust infrastructure in a modern data center.
Enterprise Tooling

Kubernetes 1.37 Makes Workload Certificates a Platform Primitive

Pod Certificates and ClusterTrustBundles are stable in Kubernetes 1.37, giving platform teams a native delivery path for short-lived X.509 credentials and trust anchors. The APIs reduce custom plumbing, but production adoption still depends on signer design, rotation-aware applications, RBAC, and trust-domain governance.

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Large-memory Linux server with dense DRAM banks and CXL-attached memory hardware inside a modern data center.
Linux Performance

Linux 7.2 Turns DAMON Into a Control Loop for DRAM/CXL Memory

Linux 7.2 expands DAMON from access-pattern observation toward feedback-driven memory placement. New goal metrics, deterministic controls, and data-attribute sampling give infrastructure teams better building blocks for managing DRAM and CXL tiers—but production policy still requires workload-specific validation.

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