HTAP and Azure SQL for cost savings in energy management
In this article, I would like to expose how a hybrid transactional and analytic processing (HTAP) architecture solution is an example of how an Azure cloud infrastructure can help energy providers that need to combine device data with analytics to manage smart grids in saving their costs. Typically, in order to process transactions, most current systems use low-latency, high-volume operational workloads.
In this particular analytics case, the workloads are higher latency and lower volume, so HTAP architectures provide an optimal solution for both types of workloads because, by using in-memory databases, HTAP consolidates technologies to optimize queries on large volumes of data.
To implement this case, we will rely on Azure SQL Database as the core of the HTAP solution. The approach is to partition the data into horizontally distributed databases or partitions. Additionally, we will employ the following solutions to implement the model:
- Azure Event Hubs for data ingestion.
- Azure Stream Analytics for data processing.
- Azure Functions for partitioning.
- Azure Blob Storage for event storage.
A solution for the analysis and management of smart grids
What is the process like?
![](data:image/png;base64,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)
1. Event Hubs is responsible for ingesting telemetry from local facilities (metering).
2. Blob Storage will capture the data from Event Hubs and store it for future analysis.
3. Stream Analytics will process the data. In the active path of the solution, Azure Cosmos DB will be in charge of querying the data from the previous two months. It is important to note that Azure Cosmos DB guarantees response times of less than 10 milliseconds so it does not substantially increase the operation time.
4. If errors occur during data processing or storage, the system records them in Azure Table Storage.
5. Azure Functions will use the SQL Database elastic database client library to archive the data. This process will partition the data to optimize insert operations. The solution partitions the data by distributing the data horizontally across multiple Azure SQL databases. Each database uses a partitioned clustered column index to compress the tables. Response times on this idle path are typically less than one second.
6. An Azure Databricks cluster reprocesses data from Blob Storage. Specifically, Azure Databricks deserializes the Avro files and sends the data to Event Hubs for optional analysis.
Together, these services provide an HTAP solution that:
- It produces a significant cost reduction in energy management by providing fast access to conclusions about archived data. With this solution, latencies in the sporadic access level path drop from hours to less than seconds.
- Simplifies archiving by automatically adding data to long-term storage.
- Maximizes scalability by creating data partitions and using an elastic database.
What do you think about it? If you have any questions or think we can help your organization, don't hesitate to contact us. We will be happy to help you😊