Your team is building a website that handles votes from a large user population. The incoming votes will arrive at various rates. You want to optimize the storage and processing of the votes. What should you do?
Your team is building a website that handles votes from a large user population. The incoming votes will arrive at various rates. You want to optimize the storage and processing of the votes. What should you do?
To optimize the storage and processing of votes arriving at various rates, save the incoming votes to Pub/Sub. Using Pub/Sub to trigger a Cloud Functions instance allows for real-time processing of the votes as they arrive. This approach ensures low-latency handling and efficient scaling based on demand, which is crucial for handling bursts of traffic effectively. It provides a scalable and reliable way to manage the varying rates of incoming votes.
Pub/Sub: Google Cloud Pub/Sub is a messaging service which directly uses for this purpose. Cloud Functions: By triggering a Cloud Function with a Pub/Sub topic, you can process the votes as they arrive, ensuring low-latency handling and efficient scaling based on demand. This approach provides real-time processing and can handle bursts of traffic effectively.