Improve Your BI & ETL Performance With Trino Simba Drivers

In today’s fast-evolving data landscape, the right tools can make a transformative difference for any organization. Trino has quickly emerged as one of the most formidable SQL query engines, widely recognized for its ability to connect to diverse data sources and execute complex queries with remarkable efficiency. But what if you could push Trino’s potential even further—especially when it comes to Business Intelligence (BI) and Extract, Transform, Load (ETL) processes?

Simba ODBC and JDBC drivers connect Trino and Apache Iceberg to BI tools like Tableau, Power BI, and Looker, enabling real-time querying, faster ETL pipelines, and lower integration overhead. With Simba drivers acting as a bridge between Trino and your BI or ETL tools, you can unlock enhanced data connectivity, streamline analytics, and drive real-time decision-making. Let’s explore why this combination is a game-changer for data strategies and how it maximizes the value of Trino and Apache Iceberg for your business.

Why Should I Choose Trino for My Team’s Analytics Needs?

Agnostic Data Source Connections

Trino shines in its ability to query across a wide range of data sources—whether you’re pulling from MySQL, HDFS, SQL Server, or more. Unlike other engines that require specialized knowledge of different SQL dialects, Trino simplifies this process, offering flexibility and comprehensive analytics.

What does this look like in practice? Analysts can simultaneously query MySQL, HDFS, and SQL Server all from a single source, without learning a new SQL language.

Cloud-Focused Design

Trino is built for modern, cloud-native environments, making it a go-to solution for scalability and performance. Its decoupled architecture—where storage and compute resources are separate—ensures that Trino can easily scale with your cloud infrastructure without any risk of data loss.

What does this look like in practice? Even as your data volume grows, your team can continue to scale independent of storage resources, in turn preventing expensive infrastructure overhauls while ensuring performance remains consistent.

Ad Hoc Queries at Scale

Need insights on demand? Trino allows users to run ad hoc queries across massive datasets, making real-time decision-making a reality without needing extensive data transformations. This is particularly valuable for teams that require instant answers from their data.

What does this look like in practice? Gone are the days of waiting for overnight data pulls, business analysts can pull custom sales reports in minutes, saving your team valuable time.

Data Lake Analytics

Trino doesn’t just stop at databases. It directly queries structured and semi-structured data from data lakes, enabling operational dashboards and real-time analytics without the need for preprocessing. This supports faster decision-making without the bottlenecks of traditional ETL.

What does this look like in practice? Operation teams can run live dashboards against data lake files, effectively eliminating the preprocessing time that would typically slow reporting down by hours.

How Do Simba Drivers Integrate with Trino?

While Trino offers a wealth of features, Simba drivers bring additional value by making it easier to integrate Trino into your BI and ETL workflows. Simba enables high-performance data connectivity with ODBC/JDBC support, making it simple to connect BI platforms like Tableau, Power BI, and Looker to your Trino-powered data.

Simba Provides Seamless Data Access

Simba drivers are designed to deliver low-latency, high-speed connectivity, enabling you to run Trino queries more efficiently through your favorite BI tools. This means your dashboards and reports update faster, providing real-time insights that your team can trust.

Simba Ensures Universal Data Connectivity

No matter your data source or format, Simba’s industry-standard drivers ensure compatibility. Whether you’re working with structured, semi-structured, or unstructured data, Simba makes it easy to bridge the gap between Trino and virtually any BI tool or ETL platform.

Simba Creates Efficient BI Workflows

For BI teams, Simba removes the need for complex integration processes, allowing users to query large datasets directly through Trino while still accessing them through BI tools they already know and use. With plug-and-play capabilities, Simba minimizes time to insight and increases operational efficiency.

How Apache Iceberg Improves BI Query Performance

Taking your Trino integration even further, Apache Iceberg provides a powerful foundation for BI environments. It stabilizes and optimizes backend operations, offering partitioning, schema evolution, and faster query performance. This, when combined with Trino, offers a solid backbone for any BI or ETL ecosystem.

Apache Iceberg Improves Stability & Consistency:

Apache Iceberg creates a stable environment for your backend, reducing the potential for errors or inconsistencies in reports and dashboards. For BI tools that rely on clean, accurate data, Iceberg ensures a rock-solid foundation for consistent, reliable analytics.

Apache Iceberg Optimizes Query Performance:

Apache Iceberg enhances query performance through advanced features like pruning and late materialization. This speeds up query execution, providing quicker access to the insights your business needs to stay competitive.

Improve ETL Performance With Trino and Simba

For data engineering teams looking to improve their ETL pipelines, integrating Simba drivers with Trino offers tangible benefits. Trino’s ability to run distributed queries across multiple sources, paired with Simba’s streamlined connectivity, allows you to build scalable, high-performing ETL processes that reduce costs and enhance efficiency.

Trino and Simba Process Batches of Data Efficiently::

Using Simba, you can process large data volumes from various sources quickly and effectively. This minimizes the time and resources needed to run ETL jobs, ultimately cutting down operational costs and speeding up time-to-insight.

Trino and Simba Transform Data in Real-Time

Simba’s drivers allow you to query and transform data in real-time, directly from Trino, making it easier to integrate large-scale, real-time datasets into your ETL workflows. This ensures that you always have access to the most up-to-date data, ready for analysis.

Comparing Simba Drivers vs Native Trino Connectors: Which is the Best Fit for Your Team?

While researching how to connect Trino to your existing BI or ETL stack, you’ve likely identified that the two main options for data connectors are Simba’s ODBC/JDBC drivers or Trino’s native connectors. To make an informed decision that not only works but meets your team’s needs fully, consider the following chart:

Still unsure which is the best fit for your team? Consider booking a demo with a Simba connectivity expert to ensure you find the best solution for your tech environment.

What is the ROI of Simba Drivers for Trino and Apache Iceberg?

Simba drivers don’t just enhance Trino and Apache Iceberg—they also provide measurable value. The ROI of implementing Simba within your BI and ETL ecosystems means your business will benefit from the following key factors:

• Increased Operational Efficiency: Simba enables instantaneous querying and near-real-time analytics, reducing delays and improving decision-making speed.

• Cost Savings: By streamlining data access and reducing the need for multiple systems, Simba cuts down on maintenance and integration costs, allowing you to focus resources where they matter most.

• Scalability for Future Growth: Simba ensures your data architecture is future-proof, with scalable solutions that can grow with your organization’s needs.

Ready to Transform Your Data Strategy?

With the powerful combination of Trino and Apache Iceberg integrated into your data ecosystem, you’ll unlock unparalleled BI and ETL performance, ensuring your data strategy remains competitive and forward-thinking. Don’t wait, integrate Trino and Apache Iceberg into your data ecosystem using Simba drivers today to save your team manual time and effort.

Whether you’re looking to refine your existing infrastructure or explore new possibilities in data analytics, Simba drivers help you maximize your investments in Trino, driving real results for your business.