Real ChatGPT answer · index seedDCL9lKhZ5rIcompleteB2B software · data and analytics platformscommercial
How can we reduce our AWS S3 storage and data transfer costs for our analytics pipelines without sacrificing query performance for our reporting users?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can we reduce our AWS S3 storage and data transfer costs for our analytics pipelines without sacrificing query performance for our reporting users?
3 real searches · 1 real-search pass
AWS analytics S3 cost optimization Parquet partitioning Athena query performance data transfer best practicesGoogle ↗
OBSERVED
AWS S3 Intelligent-Tiering lifecycle analytics storage costs data transfer pricing CloudFront VPC endpointGoogle ↗
OBSERVED
AWS S3 gateway VPC endpoint no charge data transfer NAT gateway S3 same region data transfer pricingGoogle ↗
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
AWS analytics S3 cost optimization Parquet partitioning Athena query performance data transfer best practices Google ↗
AWS S3 Intelligent-Tiering lifecycle analytics storage costs data transfer pricing CloudFront VPC endpoint Google ↗
AWS S3 gateway VPC endpoint no charge data transfer NAT gateway S3 same region data transfer pricing Google ↗
- Storage Best Practices for Data and Analytics Applications · docs.aws.amazon.com
- Use columnar storage formats · docs.aws.amazon.com
- Optimize data · docs.aws.amazon.com
- Optimize data · docs.aws.amazon.com
- Optimize your tables · docs.aws.amazon.com
- Gateway endpoints for Amazon S3 · docs.aws.amazon.com
- Reduce data transfer charges for a NAT gateway · repost.aws
- FAQs · aws.amazon.com
- Pricing for NAT gateways · docs.aws.amazon.com
- Optimize your tables · docs.aws.amazon.com
- Cost optimization in analytics services · docs.aws.amazon.com
- Building a Cost-Efficient Data Lake with Amazon S3, AWS Glue, and Amazon Athena · builder.aws.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS analytics S3 cost optimization Parquet partitioning Athena query performance data transfer best practices OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
AWS S3 Intelligent-Tiering lifecycle analytics storage costs data transfer pricing CloudFront VPC endpoint OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
AWS S3 gateway VPC endpoint no charge data transfer NAT gateway S3 same region data transfer pricing OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |