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Looking to migrate away from expensive proprietary warehouses, so what is the current consensus on the cheapest cloud architecture for hosting Apache Iceberg tables efficiently?
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The searches the AI actually ran for this prompt.
SEED QUERY
Looking to migrate away from expensive proprietary warehouses, so what is the current consensus on the cheapest cloud architecture for hosting Apache Iceberg tables efficiently?
4 real searches · 1 real-search pass
2026 Apache Iceberg low cost lakehouse architecture object storage catalog query engines consensus AWS S3 Glue Polaris Trino Spark DuckDB costsGoogle ↗
OBSERVED
2026 low cost Apache Iceberg architecture S3 GCS Azure Blob Trino serverless compute catalog REST Polaris Lakekeeper Nessie open sourceGoogle ↗
OBSERVED
Apache Iceberg best practices small files compaction partitioning query cost Trino official docs 2025 2026Google ↗
OBSERVED
Apache Polaris graduated Apache top level project February 2026 Iceberg REST catalog officialGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
2026 Apache Iceberg low cost lakehouse architecture object storage catalog query engines consensus AWS S3 Glue Polaris Trino Spark DuckDB costs Google ↗
2026 low cost Apache Iceberg architecture S3 GCS Azure Blob Trino serverless compute catalog REST Polaris Lakekeeper Nessie open source Google ↗
Apache Iceberg best practices small files compaction partitioning query cost Trino official docs 2025 2026 Google ↗
Apache Polaris graduated Apache top level project February 2026 Iceberg REST catalog official Google ↗
- Apache Polaris Graduates to Top Level Project! · polaris.apache.org
- Board history: Polaris · apache.org
- Optimizing read performance · docs.aws.amazon.com
- Maintaining tables by using compaction · docs.aws.amazon.com
- The Apache Iceberg Market in the Middle of 2026 · iceberglakehouse.com
- Cost-effective ETL with DuckDB and Amazon S3 Tables on AWS Glue · aws.amazon.com.cdn.amazon.com
- Using Apache Iceberg on AWS · docs.aws.amazon.com
- What is Apache Iceberg? - Iceberg Tables Explained · aws.amazon.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Apache Iceberg low cost lakehouse architecture object storage catalog query engines consensus AWS S3 Glue Polaris Trino Spark DuckDB costs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2026 low cost Apache Iceberg architecture S3 GCS Azure Blob Trino serverless compute catalog REST Polaris Lakekeeper Nessie open source OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Apache Iceberg best practices small files compaction partitioning query cost Trino official docs 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Apache Polaris graduated Apache top level project February 2026 Iceberg REST catalog official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |