Cross-region data transfer from NFS server to Amazon EFS file system using AWS DataSync
Overview This AWS DataSync solution transfers data from an EC2-hosted NFS share in VPC A (us-east-1) to an Amazon EFS file system in VPC B (us-west-2)…
Architecture
⚑ Report a ProblemLatest Architecture news from Tech News
All topics
agents
ai
api
architecture
automation
aws
backend
beginners
career
claude
cloud
database
devchallenge
devops
javascript
llm
machinelearning
news
opensource
performance
productivity
programming
python
security
showdev
softwareengineering
systemdesign
tutorial
typescript
webdev
All Data and AI Weekly #239-27April2026
All Data and AI Weekly #239-27April2026 ( AI, Data, Agentic AI, Cortex Code, NiFi, Iceberg, Polaris, Streamlit, Python, Java, SQL, MCP, LLM, RAG, Cort…
Top 6 Cryptocurrency Data APIs: Comprehensive Comparison (2026)
Most developers building crypto tools make the same mistake. They grab the first API with a free tier, get it working, then six months later realize t…
Part 1 - Introduction and End-to-End Architecture
Part 1 - Introduction and End-to-End Architecture 🌍 This project was built as part of the Data Engineering Zoomcamp final project. The goal is simple …
ClickHouse Native JSON Support in 2026: A PR-by-PR Analysis
TL;DR ClickHouse has full native JSON support, and has since v25.3. The JSON type stores each path as a separate columnar subcolumn with native type p…
⚙️ Message-oriented vs. Data-oriented orchestration - from data to knowledge
For intellectual property reasons, the subject chosen for the application of this article will not be the one discussed, although it is closely relate…
Why Real-Time Data Integration Matters for Modern Applications
This article was originally published on the layline.io blog . The difference between "near-real-time" and actually-real-time is wider than most teams…
Your Observability Stack Is Probably a Mess (And You're Not Alone) 📊
The State of Observability 2026 report is out — here's what 407 DevOps engineers and SREs actually told us. Let's be honest. Most of us are juggling m…
How OpenSearch Plugins Really Work: Architecture & Extension Points
How OpenSearch Plugins Really Work: Architecture & Extension Points OpenSearch is powerful out of the box, but its true flexibility comes from plu…
Mastering Power BI: Connect, Preview, and Transform Data from any Source
Connecting Data from Multiple Sources in Power BI: A Comprehensive Technical Guide Introduction In the world of data analytics, insights are only as g…
What is the difference between ETL and ETL?
Overview In the data engineering lifecycle, various data integration processes are used to make sense of this data. In this article, we'll focus on th…
Apache Parquet File Anatomy: Row Groups, Column Chunks, Pages, and Metadata Explained 🧱📦
If you use Spark, Athena, Iceberg, Snowflake, DuckDB, or Pandas, you’ve probably worked with Parquet hundreds of times. But most of us first learn Par…
Scientific Experiment: Can Market Data Identify Wine Type?
To address the Wine Classification challenge, we shift our objective from predicting a continuous score (Rating) to identifying the categorical identi…