Real ChatGPT answer · index seedtOUJBk4OLQgcompleteB2B software · data and analytics platformscommercial
Is it better to scale up or scale out when dealing with slow ClickHouse analytical queries and which management tools make this easiest to configure
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better to scale up or scale out when dealing with slow ClickHouse analytical queries and which management tools make this easiest to configure
3 real searches · 1 real-search pass
ClickHouse official documentation scaling vertically horizontally distributed tables query optimization EXPLAIN query_logGoogle ↗
OBSERVED
ClickHouse Cloud autoscaling compute compute-compute separation management console documentationGoogle ↗
OBSERVED
Altinity.Cloud ClickHouse management autoscaling Kubernetes operator features TerraformGoogle ↗
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 official documentation scaling vertically horizontally distributed tables query optimization EXPLAIN query_log Google ↗
ClickHouse Cloud autoscaling compute compute-compute separation management console documentation Google ↗
Altinity.Cloud ClickHouse management autoscaling Kubernetes operator features Terraform Google ↗
- ClickHouse Cloud · clickhouse.com
- clickhouse-docs/docs/cloud/reference/02_architecture.md at main · ClickHouse/clickhouse-docs · github.com
- clickhouse-docs/docs/cloud/features/04_automatic_scaling/01_overview.md at main · ClickHouse/clickhouse-docs · github.com
- ClickHouse concurrency: how to size for user-facing analytics | Engineering | ClickHouse Resource Hub · clickhouse.com
- Altinity.Cloud · altinity.com
- Introduction to Altinity.Cloud: A platform for building real-time analytics on ClickHouse® · altinity.com
- Altinity.Cloud 101 · docs.altinity.com
- GitHub project · github.com
- The Altinity Kubernetes Operator For ClickHouse® · altinity.com
- clickhouse-operator/README.md at master · Altinity/clickhouse-operator · github.com
- Grafana · grafana.com
- Prometheus · prometheus.io
- Super charging your ClickHouse queries · clickhouse.com
- The definitive guide to ClickHouse query optimization (2026) | Engineering | ClickHouse Resource Hub · clickhouse.com
- A simple guide to ClickHouse query optimization: part 1 · clickhouse.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ClickHouse official documentation scaling vertically horizontally distributed tables query optimization EXPLAIN query_log OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
ClickHouse Cloud autoscaling compute compute-compute separation management console documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Altinity.Cloud ClickHouse management autoscaling Kubernetes operator features Terraform OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |