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RHRohan Hazarirohanh.hashnode.devMay 23 · 6 min read

From In-Memory Processing to Streaming: Resolving Memory Exceptions and Performance Trade-offs

I recently had to fix a production issue where our server was throwing an Out-of-Memory (OOM) exception while generating a report. I refactored it to use streaming, and seeing how well it turned out,

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FSFahad Shahrisingwave.comApr 8 · 16 min read

Event-Driven Architecture in 2026: Kafka, Streaming SQL, and the AI Layer

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FSFahad Shahrisingwave.comApr 8 · 15 min read

Real-Time Recommendation System in 2026: Architecture, Algorithms, and SQL

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FSFahad Shahrisingwave.comApr 8 · 16 min read

Real-Time Feature Store in 2026: Beyond Batch ML Pipelines

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FSFahad Shahrisingwave.comApr 8 · 15 min read

Real-Time Fraud Detection in 2026: SQL Patterns That Actually Work

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FSFahad Shahrisingwave.comApr 8 · 13 min read

Kafka Streams vs RisingWave in 2026: When You Need a Database

What Kafka Streams Is (and Is Not) Kafka Streams is a client library, not a service. That distinction matters more than almost anything else in this comparison. When you use Kafka Streams, you write Java or Kotlin code that imports the Kafka Streams ...

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FSFahad Shahrisingwave.comApr 8 · 13 min read

ClickHouse vs RisingWave in 2026: OLAP vs Streaming SQL

The Fundamental Difference: OLAP Over History vs Streaming Over Live Data Before comparing specific features, it is worth being precise about what problem each database solves, because this choice is ultimately about use case fit rather than which da...

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FSFahad Shahrisingwave.comApr 8 · 14 min read

Materialize Alternatives in 2026: Open Source Options for Streaming SQL

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FSFahad Shahrisingwave.comApr 8 · 14 min read

Apache Flink Alternatives in 2026: When SQL Is Enough

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FSFahad Shahrisingwave.comApr 7 · 14 min read

Semantic Product Recommendations with Vector Search and Streaming SQL

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#streaming-sql

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Trending tags this week

From In-Memory Processing to Streaming: Resolving Memory Exceptions and Performance Trade-offs

Event-Driven Architecture in 2026: Kafka, Streaming SQL, and the AI Layer

Real-Time Recommendation System in 2026: Architecture, Algorithms, and SQL

Real-Time Feature Store in 2026: Beyond Batch ML Pipelines

Real-Time Fraud Detection in 2026: SQL Patterns That Actually Work

Kafka Streams vs RisingWave in 2026: When You Need a Database

ClickHouse vs RisingWave in 2026: OLAP vs Streaming SQL

Materialize Alternatives in 2026: Open Source Options for Streaming SQL

Apache Flink Alternatives in 2026: When SQL Is Enough

Semantic Product Recommendations with Vector Search and Streaming SQL