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Data Engineering on GCP: The Core Storage & Access Building Blocks Demystified

Google cloud 24 min read

Data Engineering on GCP: The Core Storage & Access Building Blocks Demystified

A step-by-step architectural guide to core Google Cloud data engineering storage and access primitives. From Cloud Storage to partitioned BigQuery, …

#Data Engineering #GCP #BigQuery

Tharun Vempati

Tharun Vempati

Sep 20, 2026

$AWS AWS Lambda now supports direct read configuration for Amazon S3 Files / $K8S Kubernetes v1.37: Introducing Node Lifecycle Conditions / $GCP GCP Boosts HPC Security: Slurm Vulnerability Fixed, PAM GA / $K8S Kubernetes v1.37: etcd RangeStream Cuts Memory Use on Large List Reads / $K8S K8s 1.37: DRA Extended Resources Go GA, Streamlining Device Mgmt / $K8S Kubernetes v1.37: KubeletInUserNamespace (aka Rootless mode) Graduates to Beta / $AWS Amazon ECS introduces Early Success Criteria for service deployments / $OPENSHIFT Agentic AI: The Last Mile of Reliable Tool Calling / $OPENSHIFT Red Hat Satellite 6.20: Containerized RHEL Management & PQC Ready / $OPENSHIFT Ask Red Hat AI: Building Trust in Enterprise Troubleshooting / $AWS AWS Lambda now supports direct read configuration for Amazon S3 Files / $K8S Kubernetes v1.37: Introducing Node Lifecycle Conditions / $GCP GCP Boosts HPC Security: Slurm Vulnerability Fixed, PAM GA / $K8S Kubernetes v1.37: etcd RangeStream Cuts Memory Use on Large List Reads / $K8S K8s 1.37: DRA Extended Resources Go GA, Streamlining Device Mgmt / $K8S Kubernetes v1.37: KubeletInUserNamespace (aka Rootless mode) Graduates to Beta / $AWS Amazon ECS introduces Early Success Criteria for service deployments / $OPENSHIFT Agentic AI: The Last Mile of Reliable Tool Calling / $OPENSHIFT Red Hat Satellite 6.20: Containerized RHEL Management & PQC Ready / $OPENSHIFT Ask Red Hat AI: Building Trust in Enterprise Troubleshooting /