A sensible information to leveraging AWS Lambda, Kinesis, and DynamoDB for real-time insights
Desk of Contents
∘ Introduction
∘ Information
∘ Proposed Workflow
∘ AWS Cloud Parts
∘ Gathering the Information (Lambda Operate 1)
∘ Writing the Information to the Desk (Lambda Operate 2)
∘ Changing the information in CSV format (Lambda Operate 3)
∘ The Last AWS Cloud Resolution
∘ Visualizing the Information (Bonus)
∘ Benefits
∘ Limitations
∘ Conclusion
Introduction
A few months in the past, I labored on a venture during which I constructed a photo voltaic power forecasting mannequin aimed toward aiding Germany’s transition to wash power. The outcomes have been promising, however the mannequin’s efficiency was restricted by an important issue: the dearth of climate knowledge, which is a powerful indicator of accessible photo voltaic power.
The expertise underscored a key lesson — real-time knowledge is crucial for sensible forecasting fashions…