Timely analysis, tutorials, and opinion from ScaleCloud architects on the cloud and AI landscape.
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Two active OCI regions in an active-active configuration for stateless application tiers, with a third region reserved for cold-standby database recovery — chosen to…
For each chunking strategy, the notebook computes retrieval precision at k against a labeled question set you provide, giving a side-by-side comparison rather than…
The standard pipeline includes a document ingestion and chunking stage, an embedding stage, a hybrid (vector plus keyword) retrieval stage, and a generation stage…
Every access request — human or workload — is authenticated and authorized independently of network location, using a centralized identity provider federated across on-prem…
Object storage (S3/ADLS) holds the physical data, with Apache Iceberg as the open table format layer providing ACID transactions, schema evolution, and time travel…
Rather than a cluster-per-team model (expensive to operate at scale) or a fully shared cluster with no isolation (risky), this pattern uses namespace-per-team tenancy…
An illustrative scenario showing how a multi-tenant, multi-region Kubernetes platform was designed to host latency-sensitive 5G network functions.
Strong consistency across regions requires synchronous replication, which adds meaningful write latency proportional to inter-region network distance — most active-active designs a
