Smart Indexing

Patented autonomous indexing technology that accelerates queries

Solution BriefRegister for webinar

Combining Starburst’s best-in-class query engine with proprietary and patented indexing technology sets a new benchmark in data lake analytics, empowering organizations to more quickly and efficiently derive greater insights from their data

Increase query performance up to 7x and reduce cloud compute costs up to 40% on AWS

The move to the cloud and pay-as-you-go consumption models give IT leaders more flexibility to scale expenses upward or reduce them downward. Starburst Smart Indexing not only speed queries, it also dynamically and autonomously updates cache based on analytical workload patterns. Customers can rest assured the system is providing the best performance for the most important data, and not overpaying for performance on data that’s infrequently accessed. No more unnecessary cloud compute costs.

Speed query performance with smart indexing

Smart Indexing splits the data to be processed into blocks and then automatically chooses the most effective index for each block based on the data content and structure. This ensures data is available for fast analysis, reducing query response times up to 7x

Adapt to business requirements with elastic resource management

Automatically cache frequently accessed data to speed performance, but also provides data teams with the tools to adjust settings to meet performance and budget requirements. Starburst elastically scales to optimize for cost and performance

Reduce operational costs with workload-level monitoring

Workload-level monitoring detects hot data and bottlenecks, pointing data engineering teams to areas for improvement. With the solution overall reducing the need to move & model data, customers see 40%+ cloud compute cost reduction on AWS.

Adapts to the workload.

Continuous detection of hotspots and bottlenecks

Seamless acceleration.

Indexes, caches and materialization are automatic

Workload visibility.

Easily understand queries performance

Autonomous workload acceleration.

Each query is executed in the optimal way to accommodate performance requirements using a combination of different acceleration technologies

Autonomous indexing

  • Creates appropriate index types (bitmap, dictionary, tree) and tailors each one to every block
  • Accelerates joins, filters, and searches
  • Stored on SSD

Smart Caching

  • Proprietary SSD columnar block caching 
  • Optimal performance based on the frequency of data usage and its business priority
  • Eliminates unnecessary table scanning

Accelerate analytics on any data

Access the vast data lake, fast

  • Index across entire data lakes
  • On-demand acceleration of exploratory datasets 
  • Acceleration engine is automatic without the need for data engineering

Easy to use on all data

  • Use your favorite tools
  • No manual data loading and copying
  • Cache your data lake and query other sources at once

Accelerate BI dashboards

Faster dashboards on more data

  • Autonomous Indexing:
    7x-10x faster drill-down on TBs-PBs
  • Smart Caching:
    7x-10x faster access than non-optimized data lakes

Faster dashboard building

  • Automatically adapts to the workload
  • Seamless acceleration as indexes, caches, and materialization are automatic

Get started with Starburst

 

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Starburst includes everything you need to install and run Trino on a single machine, a cluster of machines, or even your laptop.

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Marketplace offerings

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Up to $500 in usage credits included

  • Query your data lake fast with Starburst's best-in-class MPP SQL query engine
  • Get up and running in less than 5 minutes
  • Easily deploy clusters in AWS, Azure and Google Cloud
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