Data Resources

Real-Time Streaming Architectures: A Technical Deep Dive Into Kafka, Flink, and Pinot

While individual components like Kafka, Flink, and Pinot are very powerful, managing them at scale across cloud and on-premises deployments can be operationally complex.

July 28, 2024

by Abhishek Gupta

CORE

· 6,130 Views · 3 Likes

Introduction to Polymorphism With Database Engines in NoSQL Using Jakarta NoSQL

This tutorial covers setting up Helidon with Oracle NoSQL, defining polymorphic entities, and managing JSON data efficiently.

July 26, 2024

by Otavio Santana

CORE

· 4,453 Views · 1 Like

How To Implement a Gateway With Spring Cloud

Learn how to implement a gateway component for a microservice system with the Spring Cloud Gateway package.

July 25, 2024

by Mario Casari

· 8,580 Views · 2 Likes

Developing Event-Driven, Auto-Compensating Saga Transactions For Microservices

Sagas are difficult to develop due to the complexity of compensation logic and lack of support for increasingly event-driven microservices. Find solutions here.

July 25, 2024

by Paul Parkinson

· 5,561 Views · 2 Likes

Snowflake Integration Patterns: Apache Kafka vs. Zero ETL and Reverse ETL

Integration patterns for cloud-native Snowflake data warehouse: Batch data, Zero ETL, Reverse ETL, Real-time data ingestion with Apache Kafka.

July 24, 2024

by Kai Wähner

CORE

· 5,248 Views · 2 Likes

Democratizing Data With Graph RAG: What It Is, What It Can Do, How To Evaluate It

Graph RAG leverages the structured nature of knowledge graphs to organize data as nodes and relationships, enabling retrieval of relevant information.

July 24, 2024

by George Anadiotis

· 2,773 Views · 1 Like

The Hidden Costs of Lombok in Enterprise Java Solutions

Should enterprises consider Lombok a hero or a villain in disguise? Explore Lombok's benefits and potential drawbacks for enterprise Java solutions.

July 24, 2024

by Karina Varela

· 8,408 Views · 3 Likes

Spring Microservice Tip: Abstracting the Database Hostname With Environment Variable

Secure database connection strings in Spring microservices using environment variables and placeholder expressions for the hostname using the properties file.

July 24, 2024

by Amol Gote

CORE

· 7,355 Views · 3 Likes

Building a Modern Data Architecture: From Legacy Systems to Cloud Integration

This article will discuss the steps and considerations necessary for successfully transitioning from legacy systems to cloud-based solutions.

July 24, 2024

by Metin SARIKAYA

· 41,096 Views · 2 Likes

Building Your Own IoT Project: A Step-By-Step Guide

This guide will walk you through the essential steps to build your first IoT project, ensuring you have a solid foundation to explore this fascinating field.

July 22, 2024

by Sachin Reddy

· 4,619 Views · 3 Likes

A Hands-On Guide to OpenTelemetry: Using Automatic Instrumentation

This article continues onwards with learning the first steps in generating telemetry data using automatic instrumentation.

July 22, 2024

by Eric D. Schabell

CORE

· 3,814 Views · 2 Likes

The Foundation of AI and Analytics Success: Why Architecture Matters

Architecture drives AI and analytics success. Learn about key business drivers, engineering best practices, and innovative solutions from industry experts.

July 22, 2024

by Tom Smith

CORE

· 2,752 Views · 1 Like

Improving the Capabilities of LLM-Based Analytics Copilots With Semantic Search and Fine-Tuning

Learn how LLMs can be deployed to make critical decisions like domain-specific question-answering, SQL generation needed for data retrieval, and more.

July 22, 2024

by sai arava

· 2,361 Views · 1 Like