利用现代化缓存为实时应用程序赋能（由 Redis 赞助）.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Powering real-time Apps with a modernized cachePieter CailliauVP of Product ManagementAPI210-SHeber A.ScachettiML Engineer 2025,Amazon Web Services,Inc.or its affili

2、ates.All rights reserved.90%of all relational OLTP workloadsare pure reads 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Hot keys in caching can occur when Very frequent accessed keys Keys representing secondary indices 2025,Amazon Web Services,Inc.or its affiliates.All rights r

3、eserved.App-Client-Frontend-User App backendClientApp-Client-Frontend-User App backendClientReducednetworktrafficcacheReadSolving the Frequent Accessed Key PatternClient-side CachingRead 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.TEXT for full-text searchTAG for exact matchin

4、g NUMERIC numeric range and exact search GEO&GEOSHAPE to work with geospatial data VECTOR to work with unstructured dataSolving the secondary indexing problemRedis Query Engine 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Faster than every other vector database.Period.SpeedupRe

5、dis 7.4Weaviate 1.25.1GCP MemoryStore for Redis v7.2Milvus 2.4.1Amazon Aurora Quadrant 1.7.4MongoDB Atlas 7.0.8Amazon Opensearch 2.11deep-image-96-angulargist-960-euclideanglove-100-angulardbpedia-openai-1M-angular6050403020100 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Redis

6、 LangCacheManaged service for advanced LLM cachingREST APILangCache.SearchLangCache.SetLangCacheAppLLMRedisOver15xfasterOver90%cheaperAsurion optimizes customer service&achieves a 70%hit rate with Redis semantic cachingBy combining semantic caching and routing,weve saved time and money while boostin