Real ChatGPT answer · index seednEpFE3wAXH8completeB2B software · data and analytics platformscommercial
What is the best analytics stack for a fintech company needing sub-second query performance on terabytes of raw event data stored in S3 buckets?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best analytics stack for a fintech company needing sub-second query performance on terabytes of raw event data stored in S3 buckets?
3 real searches · 1 real-search pass
ClickHouse S3 Iceberg integration object storage query performance materialized views official docsGoogle ↗
OBSERVED
Apache Pinot architecture S3 deep store real-time ingestion indexes sub-second queries official docsGoogle ↗
OBSERVED
Apache Flink Kafka exactly once event processing lakehouse Iceberg official docsGoogle ↗
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
ClickHouse S3 Iceberg integration object storage query performance materialized views official docs Google ↗
Apache Pinot architecture S3 deep store real-time ingestion indexes sub-second queries official docs Google ↗
Apache Flink Kafka exactly once event processing lakehouse Iceberg official docs Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ClickHouse S3 Iceberg integration object storage query performance materialized views official docs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Apache Pinot architecture S3 deep store real-time ingestion indexes sub-second queries official docs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Apache Flink Kafka exactly once event processing lakehouse Iceberg official docs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |