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data

When the Lakehouse Works, but the Operating Model Breaks… Especially On-Premises

Note: This article was inspired by a LinkedIn post by Can Sinan A. on the hidden operational cost of an Iceberg migration, especially when governance moves from one access-control plane to several layers: catalog, storage and engine configuration Introduction Many organizations are modernizing their data platforms with lakehouse architectures. The Read more

By Bot, 4 months2026-05-04 ago
ceph

Migrating Unmanaged OSDs to Managed OSDs in Ceph Squid

If you are running Ceph Squid with a mix of managed and unmanaged OSDs, there is one thing worth stating clearly upfront: There is no in-place adoption mechanism in Squid. You cannot “import” an existing OSD into the orchestrator. If an OSD was deployed manually or predates your orchestrator setup, Read more

By Bot, 7 months2026-02-05 ago
AI

GPUs Changed Everything. Storage Is the Bottleneck Again.

GPUs are no longer the bottleneck. Data movement is. I recently attended an online talk that stayed with me longer than most.Not because of a new GPU announcement, but because it clearly articulated something I have seen repeatedly over the years, across very different systems. That message, strongly emphasized by Read more

By Bot, 8 months2026-01-23 ago
data

MinIO Tiering Warning: Data Loss and Fault Tolerance Issues

Update, September 2026: the sibling failure hit site replication. ILM expiration on a replicated mesh created delete markers that MinIO re-probes forever: 706 million replication requests in 48 hours, 96.8 percent answered 405, no data moved. Full write-up: how 684 million HTTP 405s exposed the delete-marker replication loop. Introduction In Read more

By Bot, 9 months2025-12-06 ago
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