It starts with the cloud
The cloud uncouples compute and storage from physical hardware for end users. Consequently, you don’t have to worry about over or under provisioning hardware because you can scale it immediately.
Then moves to Kafka
Because the smart grid relies on two-way communication, you need software that can handle the volume of messages that are sent between devices, such as smart meters, and the applications you use to deliver services.
Kafka is popular because of its resilience, scalability, and speed. For instance, OVO Energy uses Aiven Kafka to support over 1 million smart meters. In fact, Aiven Kafka serves as the backbone for the entire data infrastructure.
And ends with redundancy, analytics, and long-term storage
One practice we see our clients doing is mirroring their primary Kafka cluster to a second in another region or cloud altogether. By doing this, you can rest assured that your pipeline will have minimal interruption if something happens to your primary cluster.
Aside from preparing for the worst, you’ll want to process, filter, and enrich your data in real-time with a platform such as Flink, from where you can send it to a NoSQL, analytics-driven database like Cassandra. Let’s look at a sample architecture.
How OVO used Aiven services for over 1 million smart meters
The cloud uncouples compute and storage from physical hardware for end users. Consequently, you don’t have to worry about over or under provisioning hardware because you can scale it immediately.Read the Case Study
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Our account managers and customer success engineers have a great amount of experience working with Energy customers and can consult with you on how Aiven can help you overcome your challenges. Simply fill out the form to the left with your contact information, a little background information, and we’ll get back to you shortly.