Data Engineering Resources

Can You Run a MariaDB Cluster on a $150 Kubernetes Lab? I Gave It a Shot

Alejandro Duarte tests a MariaDB Galera cluster on a budget Orange Pi Kubernetes setup, tuning settings for resource limits and confirming successful replication.

May 21, 2025

by Alejandro Duarte

CORE

· 15,719 Views · 3 Likes

Driving DevOps With Smart, Scalable Testing

DevOps thrives on fast, reliable releases — and that means better testing. Automation across APIs, code, and E2E flows helps catch bugs early and ship confidently.

May 21, 2025

by Dima Kramskoy

· 3,770 Views

Orchestrating Microservices with Dapr: A Unified Approach

Explore how Dapr simplifies microservices orchestration, enabling scalable and secure microservices without infrastructure complexity.

May 20, 2025

by Vigneshwaran Manivelmurugan

· 3,798 Views

Next-Gen IoT Performance Depends on Advanced Power Management ICs

Energy-efficient chips are essential for future connected devices, ensuring durability and extended operation in diverse settings.

May 20, 2025

by Emily Newton

· 3,689 Views

Kullback–Leibler Divergence: Theory, Applications, and Implications

Kullback–Leibler divergence (KL divergence) is a statistical measure that quantifies how one probability distribution differs from a second reference distribution.

Updated May 20, 2025

by Shailendra Prajapati

· 3,067 Views

Manual Sharding in PostgreSQL: A Step-by-Step Implementation Guide

Implement manual PostgreSQL sharding with simple SQL routing functions and measure performance gains through benchmarking.

May 20, 2025

by Aditya Karnam Gururaj Rao

· 5,048 Views · 3 Likes

Building Reliable LLM-Powered Microservices With Kubernetes on AWS

This article explores how to design, build, and deploy reliable, scalable LLM-powered microservices using Kubernetes on AWS, covering best practices for infrastructure.

May 20, 2025

by Rajarshi Tarafdar

· 6,001 Views · 2 Likes

Building an AI/ML Data Lake With Apache Iceberg

Learn how Apache Iceberg powers AI/ML data lakes with time travel and schema flexibility, shown via a full Python-based feature store implementation.

May 20, 2025

by Anant Kumar

· 4,321 Views · 1 Like

Tired of Spring Overhead? Try Dropwizard for Your Next Java Microservice

You'll learn how to set up your first Dropwizard project, create a RESTful API, and run it with an embedded Jetty server — all using minimal boilerplate.

May 20, 2025

by Mohit Menghnani

CORE

· 6,633 Views · 5 Likes

Secrets Sprawl and AI: Why Your Non-Human Identities Need Attention Before You Deploy That LLM

Your RAG implementation can expose secrets in some unexpected ways. Secure your LLM deployments and scrub knowledge bases to prevent your secrets from leaking.

May 20, 2025

by Dwayne McDaniel

· 3,391 Views · 2 Likes

How Kubernetes Cluster Sizing Affects Performance and Cost Efficiency in Cloud Deployments

Learn how Kubernetes cluster sizing impacts performance and cost efficiency. Learn best practices for optimal resource management and cloud deployment success.

May 20, 2025

by Hitesh Jodhavat

· 6,128 Views · 2 Likes

Cloud Security and Privacy: Best Practices to Mitigate the Risks

Ransomware attacks, outages, and human errors all threaten your data. What cloud security and privacy measures should you take to address them?

May 20, 2025

by Milosz Jesis

· 3,288 Views · 3 Likes

Operational Principles, Architecture, Benefits, and Limitations of Artificial Intelligence Large Language Models

Large Language Models (LLMs) are advanced AI systems that generate human-like text by learning from extensive datasets and employing deep learning neural networks.

May 19, 2025

by Venkata Suresh Babu Chilluri

· 3,350 Views · 1 Like

How to Ensure Cross-Time Zone Data Integrity and Consistency in Global Data Pipelines

Managing data across time zones requires using UTC for consistency, applying correct time zone conversions, and handling DST transitions carefully.

May 19, 2025

by Srinivas M

· 4,671 Views · 1 Like

Navigating the LLM Landscape: A Comparative Analysis of Leading Large Language Models

Here is an in-depth analysis comparing top LLMs, including OpenAI and its exciting contenders like LangChain, Anthropic, Cohere, Google, and more.

Updated May 19, 2025

by Jorge Torres

· 3,953 Views · 2 Likes

Metrics at a Glance for Production Clusters

Cut through the complexity and spotlight the essential metrics you need on your radar to quickly detect and address issues in production Kubernetes clusters.

May 19, 2025

by Ruturaj Kadikar

· 4,152 Views · 2 Likes

AI-Driven Test Automation Techniques for Multimodal Systems

Learn how AI-powered test automation improves reliability and efficiency in multimodal AI systems by addressing complex testing challenges effectively.

May 19, 2025

by Gaurav Sharma

· 3,460 Views · 5 Likes

The Smart Way to Talk to Your Database: Why Hybrid API + NL2SQL Wins

Discover why the future of database interaction — it's a smart hybrid of solid backend architecture and AI-powered NL2SQL assistance.

May 19, 2025

by Dmitry Narizhnykh

CORE

· 7,403 Views · 3 Likes

Integrating Model Context Protocol (MCP) With Microsoft Copilot Studio AI Agents

Model Context Protocol (MCP) integrates seamlessly with Copilot Studio, enabling AI agents to access real-time data and interoperate.

May 19, 2025

by Aravind Nuthalapati

CORE

· 24,295 Views · 1 Like

Endpoint Security Controls: Designing a Secure Endpoint Architecture, Part 2

This outlines a layered approach to endpoint security, covering Zero Trust, Secure by Default, device approval, hardening, patching, malware protection, and encryption.

May 16, 2025

by Akanksha Pathak

CORE

· 5,121 Views · 1 Like

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