We are hitting memory fragmentation issues in Redis; what are the best practices for setting maxmemory-policy in high-throughput production environments right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are hitting memory fragmentation issues in Redis; what are the best practices for setting maxmemory-policy in high-throughput production environments right now?
2 real searches · 1 real-search pass
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Redis official documentation maxmemory eviction policies active defragmentation memory fragmentation Redis 2026 Google ↗
Redis maxmemory-policy production high throughput volatile-lru allkeys-lfu fragmentation recommendations Google ↗
- Eviction policy · redis.io
- Key eviction · redis.io
- Key eviction · redis.io
- Memory optimization · redis.io
- INFO · redis.io
- Is maxmemory the Maximum Value of Used Memory? · redis.io
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Redis official documentation maxmemory eviction policies active defragmentation memory fragmentation Redis 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Redis maxmemory-policy production high throughput volatile-lru allkeys-lfu fragmentation recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |