--- title: "#real-time-analytics articles | Hashnode" description: "Explore 51 articles tagged #real-time-analytics on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/real-time-analytics" --- Tag # #real-time-analytics 51 posts · 5 followers [Fred Feng](https://hashnode.com/@paganini2008) · [Oct 5](https://hashnode.com/posts/vortex-tsdb-live-metrics-in-one-command/6ac38e28b372562945e05cb0) ### [Vortex TSDB: Live Metrics in One Command](https://fredfeng.hashnode.dev/vortex-tsdb-live-metrics-in-one-command?utm_source=hashnode&utm_medium=feed) Push numbers over HTTP, Read per-minute aggregates, instant values and tumbling or sliding windows. Every node holds the whole dataset in memory. 7 min read · [fredfeng.hashnode.dev](https://fredfeng.hashnode.dev/vortex-tsdb-live-metrics-in-one-command?utm_source=hashnode&utm_medium=feed) [Manu Shukla](https://hashnode.com/@mr-manushukla) · [Jul 27](https://hashnode.com/posts/real-time-analytics-in-2026-lakehousert-vs-clickhouse-druid-and-pinot/6a67398c85aa4afd5bb97197) ### [Real-time analytics in 2026: Lakehouse//RT vs ClickHouse, Druid and Pinot](https://ecorpit.hashnode.dev/real-time-analytics-in-2026-lakehousert-vs-clickhouse-druid-and-pinot?utm_source=hashnode&utm_medium=feed) Real-time analytics in 2026: Lakehouse//RT vs ClickHouse, Druid and Pinot Summary. On 16 June 2026 Databricks launched Lakehouse//RT, a real-time query engine (code-named Reyden) that Databricks says 15 min read · [ecorpit.hashnode.dev](https://ecorpit.hashnode.dev/real-time-analytics-in-2026-lakehousert-vs-clickhouse-druid-and-pinot?utm_source=hashnode&utm_medium=feed) [RisingWave Labs](https://hashnode.com/@RisingWaveLabs) · [May 22](https://hashnode.com/posts/real-time-ab-testing-analytics-streaming-sql/6a10c977ba30e45856914cf7) ### [Real-Time Marketing Analytics with Streaming SQL: Funnels, Attribution, CLV, A/B Tests, and Triggers](https://risingwave.com/blog/real-time-ab-testing-analytics-streaming-sql?utm_source=hashnode&utm_medium=feed) Funnels, attribution, experiments, lifetime value, segments, and triggers from one behavioral event stream 18 min read · [risingwave.com](https://risingwave.com/blog/real-time-ab-testing-analytics-streaming-sql?utm_source=hashnode&utm_medium=feed) [Fahad Shah](https://hashnode.com/@fahadshah) · [Apr 8](https://hashnode.com/posts/best-cdc-tools-2026/69d5a00066785a7c67d6a056) ### [Best CDC Tools for Real-Time Analytics in 2026](https://risingwave.com/blog/best-cdc-tools-2026?utm_source=hashnode&utm_medium=feed) Change data capture has split into two categories: pure CDC connectors that ship events to Kafka, and integrated CDC databases that capture, process, and serve in one system. Here is how to choose. 17 min read · [risingwave.com](https://risingwave.com/blog/best-cdc-tools-2026?utm_source=hashnode&utm_medium=feed) [Fahad Shah](https://hashnode.com/@fahadshah) · [Apr 8](https://hashnode.com/posts/best-streaming-database-2026/69d59ff619e6aa4eb592ede6) ### [Choosing a Streaming Database in 2026: A When-to-Choose Guide](https://risingwave.com/blog/best-streaming-database-2026?utm_source=hashnode&utm_medium=feed) RisingWave, Materialize, Apache Flink, ksqlDB and Spark Structured Streaming compared on what each does well, where each falls short, and when to pick it. No rankings. 17 min read · [risingwave.com](https://risingwave.com/blog/best-streaming-database-2026?utm_source=hashnode&utm_medium=feed) [RisingWave Labs](https://hashnode.com/@RisingWaveLabs) · [Apr 3](https://hashnode.com/posts/real-time-analytics-apache-iceberg-risingwave/69d0394c9022b9b1bc63c434) ### [Real-Time Analytics on Apache Iceberg Tables with RisingWave](https://risingwave.com/blog/real-time-analytics-apache-iceberg-risingwave?utm_source=hashnode&utm_medium=feed) Use RisingWave 7 min read · [risingwave.com](https://risingwave.com/blog/real-time-analytics-apache-iceberg-risingwave?utm_source=hashnode&utm_medium=feed) [RisingWave Labs](https://hashnode.com/@RisingWaveLabs) · [Apr 3](https://hashnode.com/posts/real-time-data-lakehouse-risingwave-iceberg-s3/69d0394a3b2eb2f00f46c444) ### [Real-Time Data Lakehouse with RisingWave and Apache Iceberg on S3](https://risingwave.com/blog/real-time-data-lakehouse-risingwave-iceberg-s3?utm_source=hashnode&utm_medium=feed) Build a cost-effective, real-time data lakehouse using RisingWave for streaming SQL and Apache Iceberg on Amazon S3 — open-source, scalable, and vendor-neutral. 6 min read · [risingwave.com](https://risingwave.com/blog/real-time-data-lakehouse-risingwave-iceberg-s3?utm_source=hashnode&utm_medium=feed) [RisingWave Labs](https://hashnode.com/@RisingWaveLabs) · [Apr 3](https://hashnode.com/posts/risingwave-apache-iceberg-streaming-lakehouse/69d0394a1232b69dcb207f77) ### [RisingWave + Apache Iceberg: Building a Streaming Lakehouse Architecture](https://risingwave.com/blog/risingwave-apache-iceberg-streaming-lakehouse?utm_source=hashnode&utm_medium=feed) Learn how to combine RisingWave 6 min read · [risingwave.com](https://risingwave.com/blog/risingwave-apache-iceberg-streaming-lakehouse?utm_source=hashnode&utm_medium=feed) [RisingWave Labs](https://hashnode.com/@RisingWaveLabs) · [Apr 3](https://hashnode.com/posts/social-media-analytics-pipeline-streaming-sql/69d038fe8cdc41de72c20a26) ### [Social Media Analytics Pipeline with Streaming SQL](https://risingwave.com/blog/social-media-analytics-pipeline-streaming-sql?utm_source=hashnode&utm_medium=feed) Build a real-time social media analytics pipeline with RisingWave — track engagement, sentiment trends, and brand mentions as they happen 6 min read · [risingwave.com](https://risingwave.com/blog/social-media-analytics-pipeline-streaming-sql?utm_source=hashnode&utm_medium=feed) [RisingWave Labs](https://hashnode.com/@RisingWaveLabs) · [Apr 3](https://hashnode.com/posts/real-time-leaderboards-streaming-sql-gaming/69d0389f4b867a1bc6fd9a55) ### [Real-Time Leaderboards for Games with Streaming SQL](https://risingwave.com/blog/real-time-leaderboards-streaming-sql-gaming?utm_source=hashnode&utm_medium=feed) Build sub-second leaderboards that scale to millions of players using RisingWave 5 min read · [risingwave.com](https://risingwave.com/blog/real-time-leaderboards-streaming-sql-gaming?utm_source=hashnode&utm_medium=feed)