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Self-Hosted Databricks Alternative: Homelab Data Lakehouse (AI/ML Data Factory)

Self-Hosted Databricks Alternative: Homelab Data Lakehouse Part of the homelab build series. Trino, Apache Iceberg, Project Nessie, dbt, Spark, MLflow and OpenMetadata on RKE2, with highly available s

12 georgeezejiofor.com

Yusuf GundogduSep 5 · 8 min read

Trino breaks the metadata assumptions a database IDE is built on

A note on transparency: I work on LibreDB Studio, an open source (MIT) database IDE. This post is about a design problem we hit while adding Trino support, not a pitch. The lesson generalizes to any c

1 libredb.hashnode.dev

RisingWave LabsApr 3 · 5 min read

Iceberg + Trino + RisingWave: End-to-End Data Platform Architecture

Combining RisingWave, Apache Iceberg, and Trino creates a complete open-source data platform: RisingWave continuously processes streams and writes fresh data to Iceberg, while Trino provides fast, interactive SQL queries over the same tables — with n...

risingwave.com

Kumar RohitApr 15, 2025 · 9 min read

Docker based Modern Data Platform

A containerized data platform stack featuring distributed processing, SQL analytics, and data visualization. The project setup is also available on my Github. Happy reading! ✨ Overall Architecture 🌟 Key Features ComponentDescription S3 Bucke...

krohit-de.hashnode.dev

Gyuhang ShimOct 22, 2024 · 17 min read

Data Engineer 가 알아야 할 SQL Part 1 (Korean)

전제 ANSI SQL 을 어느정도 알고 있음. ANSI SQL 의 모든 Syntax 를 다루지는 않음. ANSI SQL 에서 사용하는 기본적인 Function 들에 대해서 지식을 가지고 있음. ANSI SQL SELECT 데이터를 조회할 때 가장 기본적인 구문입니다. -- Syntax SELECT column1, column2 FROM table_name; -- Example: 직원들의 이름과 나이를 추출합니다. SE...

plto001.hashnode.dev

Gyuhang ShimOct 14, 2024 · 8 min read

Lambda vs Kappa Architecture in Data Pipeline (Korean)

Lambda Architecture 구성 요소 Batch Layer 정기적으로 대량의 Historical Data 를 처리합니다. (예: Daily 또는 Hourly) 이를 통해 높은 정확도와 데이터 Completeness (완전성) 을 보장하며, 복잡한 Data 변환을 처리합니다. Speed Layer 실시간 Data 를 처리하여 low-latency 시간의 결과를 제공합니다. Batch Layer 가 동일한 Data 를 처리할...

plto001.hashnode.dev

Gyuhang ShimOct 10, 2024 · 19 min read

Trino (TSF) Installation and Configuration

Understanding the Clear Reasons for Using Trino Since the installation and configuration methods of Trino vary depending on how you use it, it's essential to first clearly understand the reasons for using it. Determine if you need to fetch data from...

plto001.hashnode.dev

Gyuhang ShimSep 27, 2024 · 19 min read

Trino (TSF) Installation and Configuration (Korean)

Trino 사용 이유를 명확하게 파악하기 Trino 는 사용하는 방법에 따라서 설치, 구성 방법이 다르기 때문에 사용하는 이유를 명확하게 파악하는 것을 먼저 수행되어야 합니다. 다양한 Data Source (MySQL, PostgreSQL, HDFS, Amazon S3, Cassandra, Kafka 등)로부터 데이터를 가져와 하나의 Query 로 통합하여 분석할 필요가 있는 지 파악 Business Intelligence Platform...

plto001.hashnode.dev

DbVisualizerAug 26, 2024 · 2 min read

Mastering Trino and DbVisualizer Integration

Explore how Trino and DbVisualizer can transform your data management and visualization. This guide provides essential steps and tips for using Trino's SQL query engine with DbVisualizer's interface. Trino and DbVisualizer Integration Trino is an ope...

thetable.hashnode.dev

StarRocks EngineeringMay 24, 2024 · 14 min read

Comparison of the Open Source Query Engines: Trino and StarRocks

In this post, we want to compare Trino, the popular distributed query engine that runs analytical queries over big volumes of data with interactive latencies with StarRocks. Sources of Information We’ve consulted StarRocks committers (Heng Zhao, Star...

starrocks.hashnode.dev

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Trending tags this week

Self-Hosted Databricks Alternative: Homelab Data Lakehouse (AI/ML Data Factory)

Trino breaks the metadata assumptions a database IDE is built on

Iceberg + Trino + RisingWave: End-to-End Data Platform Architecture

Docker based Modern Data Platform

Data Engineer 가 알아야 할 SQL Part 1 (Korean)

Lambda vs Kappa Architecture in Data Pipeline (Korean)

Trino (TSF) Installation and Configuration

Trino (TSF) Installation and Configuration (Korean)

Mastering Trino and DbVisualizer Integration

Comparison of the Open Source Query Engines: Trino and StarRocks