Apr 7 · 16 min read · In the Apache Flink vs RisingWave real-time analytics benchmark using the Nexmark suite, RisingWave outperforms Flink on 22 of 27 queries, often by a factor of 2x to 10x. The largest gains appear on aggregation-heavy queries, where RisingWave's incre...
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Apr 2 · 12 min read · Why This Comparison Matters in 2026 You need to process data the moment it arrives. Whether you are building fraud detection, real-time dashboards, or CDC pipelines, choosing the wrong stream processing platform can cost months of engineering time an...
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Feb 12 · 13 min read · Apache Flink vs Kafka Streams: Choosing the Right Stream Processing Framework Modern applications generate continuous streams of data—user interactions, IoT sensor readings, financial transactions, and system logs—that require immediate processing an...
Join discussionJan 19 · 5 min read · ( AI, Data, NiFi, Iceberg, Polaris, Streamlit, Flink, Kafka, Python, Java, SQL, MCP, LLM, RAG, Cortex AI, AISQL, Search, Unstructured Data ) https://thekingcenter.org/ Sorry for missing the Flink talk on Thursday, there was a death in my family. ❄️ T...
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Jan 11 · 2 min read · In senior system design interviews, even very experienced managers and architects often demonstrate strong familiarity with streaming tools—yet limited clarity when the discussion shifts to trade-offs, failure handling, and selecting the right stream...
Join discussionSep 15, 2025 · 20 min read · The relentless march towards real-time data processing has fundamentally reshaped enterprise architecture. Gone are the days when batch processing, with its inherent latency, could satisfy all business needs. Today, organizations demand instant insig...
Join discussionJul 22, 2025 · 7 min read · Overview This page provides a step-by-step guide to setting up and running a Change Data Capture (CDC) pipeline using Flink CDC to capture changes in a PostgreSQL database and replicate them to another PostgreSQL database. Prerequisites PostgreSQL:...
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Jun 9, 2025 · 3 min read · Design Real-time analytics is at the heart of many modern applications — from fraud detection to personalized dashboards. In this guide, we'll walk through how to build a real-time analytics pipeline using: 🔧 Java 21 📬 Apache Kafka 🔁 Apache Fli...
Join discussionJun 3, 2025 · 3 min read · How fast is fast enough? If you’ve worked with data systems or even read about them, you’ve probably come across the terms real-time and near real-time. They sound similar and they’re often used interchangeably, but the difference between them actual...
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