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Kafka's 80% Problem

aiven.io

Why most Kafka deployments pay big-data prices for small-data streams and how to fix it

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Kafka's 80% Problem
ResourcesSecurity updates: Linux® kernel vulnerabilityaiven.io JobsFullstack Software Engineer, Kafka at Helsinki, Uusimaa, Finlandaiven.io BlogsPaf chooses Aiven Kafka to reduce complexity [Case Study]aiven.io JobsTechnical AEO Manager at Irelandaiven.io JobsTechnical Lead, Cloud at Helsinki, Uusimaa, Finlandaiven.io JobsSoftware Engineer, Analytics at Helsinki, Uusimaa, Finlandaiven.io BlogsHow I Vibed a Proof of Conway’s Conjecture — overreactedoverreacted.io BlogsData Inlining in DuckLake: Unlocking Streaming for Data Lakesduckdb.org BlogsNo Memory? No Problem. External Aggregation in DuckDBduckdb.org BlogsDuckDB uses RDBMS to attack classic ‘small changes’ problem in lakehousesduckdb.org ResourcesSolving the knapsack problem in PostgreSQL®aiven.io ResourcesStream Mastodon data to Apache Kafka® using NodeJS and TypeScriptaiven.io ResourcesTwo weeks left to win $5k: Challenging the Kafka community to build big with small Kafkaaiven.io ResourcesWhat I got wrong about ClickHouse as a Kafka Personaiven.io Products & ServicesFree PostgreSQL and Kafka Toolsaiven.io ResourcesAnalyzing Mastodon with Kafka and OpenSearchaiven.io EventsPostgreSQL vs. Dedicated Services: Scaling Your Architectureaiven.io ResearchHack The Box Case Studyaiven.io EventsStop the Kafka Streaming Tax: Modernization Webinaraiven.io ResourcesDeterministic Simulation Testing in Diskless Apache Kafkaaiven.io