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Culture and Methodologies
Agile Career Development Methodologies Team Management
Data Engineering
AI/ML Big Data Data Databases IoT
Software Design and Architecture
Cloud Architecture Containers Integration Microservices Performance Security
Coding
Frameworks Java JavaScript Languages Tools
Testing, Deployment, and Maintenance
Deployment DevOps and CI/CD Maintenance Monitoring and Observability Testing, Tools, and Frameworks

How are you handling the data revolution? We want your take on what's real, what's hype, and what's next in the world of data engineering.

Generative AI has transformed nearly every industry. How can you leverage GenAI to improve your productivity and efficiency?

SBOMs are essential to circumventing software supply chain attacks, and they provide visibility into various software components.

The Latest Data Engineering Topics

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Source-Driven Development in Salesforce: Managing Metadata and API Versions
Source-Driven Development streamlines Salesforce deployments with version control and consistent API management, boosting stability and scalability.
May 30, 2025
by Ilya Dudkin DZone Core CORE
· 2,796 Views · 1 Like
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Designing Fault-Tolerant Messaging Workflows Using State Machine Architecture
State machine patterns, such as Stateful Workflows, Sagas, and Replicated State Machines, improve message reliability, sync consistency, and recovery.
May 30, 2025
by Pankaj Taneja
· 3,119 Views · 2 Likes
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Apache Spark 4.0: Transforming Big Data Analytics to the Next Level
Apache Spark 4.0 brings PySpark plotting, polymorphic UDTFs, improved SQL scripting, and Python API updates to enhance real-time analytics and usability.
May 30, 2025
by Ram Ghadiyaram
· 2,972 Views · 4 Likes
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Bridging UI, DevOps, and AI: A Full-Stack Engineer’s Approach to Resilient Systems
Build resilient full-stack systems with Angular, Node.js, DevOps, and AI — featuring CI/CD, microservices, error handling, and future-ready UI with edge AI.
May 29, 2025
by Bhanu Sekhar Guttikonda
· 3,198 Views · 2 Likes
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ACID vs BASE: Transaction Models Explained
When it comes to handling transactions, its ACID vs BASE principles. I will cover their description, use cases, and in-depth comparison.
May 29, 2025
by Bartłomiej Żyliński DZone Core CORE
· 2,328 Views
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Hyperparameter Tuning: An Overview and a Real-World Example
Hyperparameter tuning is critical to optimizing machine learning models, significantly enhancing their performance. This article provides an accessible guide to tuning.
May 29, 2025
by Shailendra Prajapati
· 1,905 Views
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Introducing Graph Concepts in Java With Eclipse JNoSQL, Part 2: Understanding Neo4j
Learn how to integrate Neo4j into Java apps using Eclipse JNoSQL 1.1.8 — model entities, define relationships, and query graphs with Cypher and Jakarta Data.
May 28, 2025
by Otavio Santana DZone Core CORE
· 4,284 Views · 1 Like
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Is Big Data Dying?
Explore the evolution of big data, from Hadoop to cloud-native platforms like Snowflake, and learn how specialized skills shape this thriving industry's future.
May 28, 2025
by bingxi Wu
· 2,972 Views · 1 Like
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Comparing Managed Postgres Options on The Azure Marketplace
Azure offers several managed Postgres services designed for a variety of use cases. In this article, we review the key differences among them.
May 28, 2025
by Carlota Soto
· 3,046 Views · 1 Like
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How to Use AWS Aurora Database for a Retail Point of Sale (POS) Transaction System
Using Aurora, AWS's managed, highly scalable relational database, for a POS transaction system ensures efficient scaling to handle high transaction volumes.
May 28, 2025
by Spurthi Jambula
· 3,328 Views · 2 Likes
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AI Agents: A New Era for Integration Professionals
Are AI agents just an integration flow with a few extra tricks? Learn what AI agents are and how and where they add value in the current AI landscape.
May 28, 2025
by Gnanaguru Sattanathan
· 3,375 Views · 1 Like
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ITBench, Part 1: Next-Gen Benchmarking for IT Automation Evaluation
Learn more about ITBench, an open framework to benchmark AI agents for IT automation, focusing on reliability, efficiency, and real-world IT scenarios.
May 28, 2025
by Anca Sailer
· 2,767 Views · 1 Like
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Memory-Optimized Tables: Implementation Strategies for SQL Server
Through practical implementation guidance and real-world examples, learn how this in-memory technology can deliver 5- 30x performance improvements for OLTP workloads.
May 28, 2025
by arvind toorpu DZone Core CORE
· 2,820 Views · 2 Likes
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Beyond Accuracy: A Product-Led Case for State Space Models Over Transformers
Transformers dominate AI but struggle with long texts. State Space Models (SSMs) are faster and more efficient for production.
May 28, 2025
by Albert Lie
· 1,417 Views
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How to Introduce a New API Quickly Using Micronaut
Knowing when to pivot can be vital to staying ahead of the competition. See how Cursor AI and Heroku can be leveraged to transform an idea into a reality.
May 28, 2025
by John Vester DZone Core CORE
· 13,108 Views · 2 Likes
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Useful System Table Queries in Relational Databases
System tables store metadata about database objects like tables, columns, indexes, users, and privileges, which helps in understanding the configuration.
May 27, 2025
by Dhaval Patolia
· 2,263 Views · 1 Like
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How To Build AI-Powered Prompt Templates Using the Salesforce Prompt Builder
We know the power of Generative AI and how to write prompts, but Salesforce also provides a tool to create effective prompts using Prompt Builder.
May 27, 2025
by Srinivas Sandiri
· 1,859 Views
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Caching 101: Theory, Algorithms, Tools, and Best Practices
Explore caching basics, common problems, eviction strategies, tools like Redis and Memcached, and best practices for optimizing system performance effectively.
May 27, 2025
by Bartłomiej Żyliński DZone Core CORE
· 2,045 Views · 3 Likes
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Optimizing Serverless Computing with AWS Lambda Layers and CloudFormation
Learn how AWS Lambda Layers and CloudFormation simplify serverless computing by managing dependencies and automating infrastructure provisioning.
May 27, 2025
by Srinivas Chippagiri DZone Core CORE
· 2,535 Views · 3 Likes
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A Guide to Auto-Tagging and Lineage Tracking With OpenMetadata
Learn how to automate PII tagging, metadata management, and SQL lineage tracking with GPT-4, OpenMetadata, dbt, Trino, and Python for smarter data governance.
May 27, 2025
by Sreenath Devineni DZone Core CORE
· 3,611 Views
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