Google Cloud

Google Cloud is Google's cloud platform, sitting alongside AWS and Microsoft Azure. It offers compute, storage, databases, containers and Kubernetes, BigQuery for analytics, AI models, networking and many more building blocks. Billing is consumption based, with reservations and committed use discounts available.

Well known components

Compute Engine provides virtual machines, Cloud Run and Cloud Functions deliver serverless workloads. Cloud Storage handles object storage, Cloud SQL and Spanner cover databases. BigQuery is a distributed data warehouse capable of analysing huge data sets quickly. Vertex AI bundles the AI offering, including the Gemini models.

Selection and pitfalls

Hyperscalers suit variable loads, geographically distributed workloads and quick rollout of new services. Cost control is its own discipline, because egress traffic and obscure services can surprise quickly. For applications with steady baseline load and clear requirements, dedicated server infrastructure can be cheaper and more predictable.

Context in daily marketing

In daily marketing, Google Cloud usually sits in the background, powering BigQuery analyses, data studio reports or machine learning models. Anyone combining data from multiple sources often uses BigQuery as a central warehouse. Operational email platforms like JD Mail run on dedicated infrastructure, which keeps data sovereignty and deliverability predictable.