Data Resources

Stabilizing ETL Pipelines With Airflow, Presto, and Metadata Contracts

Silent data drift broke our metrics, errors, just lies. We fixed it with schema contracts, validation, lineage, and loud failures. Now, trust is engineered.

July 2, 2025

by BEVERLY DSOUZA

· 2,388 Views · 2 Likes

Parallel Data Conflict Resolution in Enterprise Workflows: Pessimistic vs. Optimistic Locking at Scale

Locking isn’t backend trivia, it’s UX, trust, and system integrity. Smart enterprises blend optimistic and pessimistic locks to scale collaboration.

July 2, 2025

by Naga Tirumala Rao Chillapalli

· 3,019 Views · 3 Likes

Top NoSQL Databases and Use Cases

Listing Top NoSQL databases in use nowadays, with a comprehensive comparison, and also the main proposed uses for each one to help to decide which is the best for you

July 2, 2025

by Wallace Espindola

· 6,066 Views · 3 Likes

Microservice Madness: Debunking Myths and Exposing Pitfalls

The belief that "microservices eliminate dependencies" has probably caused more harm to our industry than the 2008 financial crisis did to finance!

July 2, 2025

by Thomas Hansen

CORE

· 2,883 Views · 7 Likes

Docker Model Runner: A Game Changer in Local AI Development (C# Developer Perspective)

Explore how C# developers can use Docker Model Runner to run AI models locally, reduce setup time, and integrate OpenAI-compatible APIs into their apps.

July 2, 2025

by Naga Santhosh Reddy Vootukuri

CORE

· 5,368 Views · 3 Likes

Replacing Legacy Systems With Data Streaming: The Strangler Fig Approach

Modernize legacy systems without the risk of a full rewrite. Strangler Fig + data streaming enables scalable, real-time transformation.

July 1, 2025

by Kai Wähner

CORE

· 1,578 Views · 4 Likes

Microservices for Machine Learning

Learn how I scaled my ML-powered finance tracker by breaking a monolithic design into microservices for better performance, maintainability, and deployment.

July 1, 2025

by Ramya Boorugula

· 1,702 Views

Jakarta EE 11 and the Road Ahead With Jakarta EE 12

Jakarta EE 11 modernizes enterprise Java with record and virtual thread support. Jakarta EE 12 expands this with Jakarta NoSQL, MVC, and the new Jakarta Query.

July 1, 2025

by Otavio Santana

CORE

· 5,607 Views · 4 Likes

Rust: The Must-Adopt Language for Modern Software Development

Rust stands out for its ability to deliver memory safety, zero-cost abstractions, and reliable concurrency, ideal for secure, high-performance software.

June 30, 2025

by Srinivasarao Rayankula

· 2,215 Views · 7 Likes

Transform Settlement Process Using AWS Data Pipeline

Modern AWS data pipelines automate ETL for settlement files using S3, Glue, Lambda, and Step Functions, transforming data from raw to curated with full orchestration.

June 30, 2025

by Prabhakar Mishra

· 1,916 Views · 2 Likes

Blockchain in Healthcare: Enhancing Data Security and Interoperability

Explore how blockchain is reshaping healthcare's digital infrastructure. Learn about its challenges, mechanics, applications, and potential future impact.

June 30, 2025

by Pawan Deep Singh

· 1,542 Views · 2 Likes

Mock the File System

Using the real file system in tests might seem convenient at first, but it leads to hidden state, slow execution, and an unmaintainable setup.

June 27, 2025

by Volodya Lombrozo

· 2,875 Views · 2 Likes

DevOps at the Edge: Deploying Machine Learning Models on IoT Devices

Deploying ML models on IoT devices using DevOps practices enables scalable, low-latency intelligence at the edge without managing cloud infrastructure.

June 25, 2025

by Bhanu Sekhar Guttikonda

CORE

· 5,103 Views · 4 Likes

How Trustworthy Is Big Data? A Guide to Real-World Challenges and Solutions

Big data only delivers value when it's reliable. Identify and fix trust issues like schema drift, outliers, and silent errors using Deequ and Great Expectations.

June 25, 2025

by Vivek Venkatesan

· 1,901 Views

Optimizing Data Pipelines in Cloud-Based Systems: Tools and Techniques

Learn how to build and optimize data pipelines in cloud-based systems to process and transfer vast amounts of data effectively.

June 24, 2025

by Anil Jonnalagadda

· 19,251 Views · 8 Likes

Storage-Computing Integration vs. Separation: Architectural Trade-offs, Use Cases, and Insights from Apache Doris

Discover the pros, cons, and use cases of storage-computing integration vs. separation, with real-world insights from Apache Doris’s hybrid architecture.

June 24, 2025

by Darren Xu

· 2,223 Views · 1 Like

Enabling more informed, transparent, and responsive policies that directly address societal needs and enhance resilience in the face of issues.

June 24, 2025

by Ram Ghadiyaram

CORE

· 2,443 Views · 4 Likes

Unveiling Supply Chain Transformation: IIoT and Digital Twins

Dive into industrial automation using industrial internet of things (IIoTs) and digital twins (DTs) towards the advancement of the supply chain using key technologies.

June 24, 2025

by Manvinder Kumra

· 1,982 Views

Snowflake Cortex for Developers: How Generative AI and SaaS Enable Self-Serve Data Analytics

This article explores how Snowflake Cortex, Snowflake’s generative AI solution, advances self-serve analytics for both structured and unstructured data.

June 23, 2025

by Dipankar Saha

· 3,043 Views · 2 Likes

From Java 8 to Java 21: How the Evolution Changed My Developer Workflow

Learn how upgrading from Java 8 to Java 21 transformed my workflow with features like records, virtual threads, and text blocks. A must-read for Java developers.

June 23, 2025

by Akhil Sabu

· 16,391 Views · 12 Likes

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