redis memory optimization best practices to avoid upgrading our aws cache instance size and save money this quarter
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
redis memory optimization best practices to avoid upgrading our aws cache instance size and save money this quarter
3 real searches · 1 real-search pass
site:redis.io/docs/latest/operate/oss_and_stack/management/optimization/memory-optimization Redis memory optimization hashes ziplist listpack fragmentation maxmemoryGoogle ↗
OBSERVEDOther / navigational
site:docs.aws.amazon.com/AmazonElastiCache/latest/dg/CacheMetrics.Redis.html BytesUsedForCache MemoryUsagePercentage DatabaseMemoryUsagePercentage Evictions fragmentationGoogle ↗
OBSERVEDReason
site:redis.io/docs/latest/commands/memory-doctor MEMORY USAGE INFO memory stats active defragGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
site:redis.io/docs/latest/operate/oss_and_stack/management/optimization/memory-optimization Redis memory optimization hashes ziplist listpack fragmentation maxmemory Google ↗
site:docs.aws.amazon.com/AmazonElastiCache/latest/dg/CacheMetrics.Redis.html BytesUsedForCache MemoryUsagePercentage DatabaseMemoryUsagePercentage Evictions fragmentation Google ↗
site:redis.io/docs/latest/commands/memory-doctor MEMORY USAGE INFO memory stats active defrag Google ↗
- Memory optimization · redis.io
- Memory optimization · redis.io
- Metrics for Valkey and Redis OSS · docs.aws.amazon.com
- Redis administration · redis.io
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:redis.io/docs/latest/operate/oss_and_stack/management/optimization/memory-optimization Redis memory optimization hashes ziplist listpack fragmentation maxmemory OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:docs.aws.amazon.com/AmazonElastiCache/latest/dg/CacheMetrics.Redis.html BytesUsedForCache MemoryUsagePercentage DatabaseMemoryUsagePercentage Evictions fragmentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
site:redis.io/docs/latest/commands/memory-doctor MEMORY USAGE INFO memory stats active defrag OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |