You are tasked with designing a data lake on Google Cloud for an Internet of Things (IoT) application that involves millions of sensors continuously streaming both structured and unstructured data to your cloud backend. The goal is to implement an architecture that ensures high availability and resilience, adhering strictly to Google's recommended practices. What steps should you take to accomplish this?