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The Latest Data Topics

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When Perfect Data Breaks: The Journey from Data Quality to Data Observability
Data quality checks often miss silent failures. Use data observability to monitor data in motion and catch issues traditional tools miss.
May 25, 2026
by Divyakumar Savla
· 1,904 Views
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The Hidden Cost of Overprivileged Tokens: Designing Messaging Platforms That Assume Compromise
Learn why overprivileged tokens are a platform design failure, not a security bug, and how runtime enforcement, granular scoping, and safe migration fix them.
May 25, 2026
by Prakash Wagle
· 2,100 Views
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LLM Agents and Getting Started with Them
As LLM agents take the center stage in 2026, let's discuss what are LLM agents and how to get started with creating one.
May 25, 2026
by Harshita Asnani
· 1,593 Views
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What Nobody Tells You About Multimodal Data Pipelines for AI Training
Hard lessons from building multimodal data pipelines at scale — the unglamorous work where most AI projects quietly fall apart.
May 22, 2026
by Yunfei Zhao
· 2,528 Views
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From Data Movement to Local Intelligence: The Shift from Centralized to Federated AI
Centralized AI moves data to models; federated AI moves models to data — enabling real-time, privacy-preserving learning across distributed systems.
May 22, 2026
by Jitendra Bafna
· 2,170 Views · 1 Like
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How to Prevent Data Loss in C#
Building reliable text-based PII redaction means solving many independent problems at once. We'll address those challenges and learn some solutions.
May 22, 2026
by Brian O'Neill DZone Core CORE
· 1,794 Views
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Stop Poisoning Your Models: How I Built a CV Dataset Quality Toolkit I Can Reuse Forever
CV data issues keep recurring. I built cv-quality — a toolkit to audit datasets, catch annotation errors, find mislabeled samples, and streamline labeling.
May 22, 2026
by Sai Teja Erukude
· 4,463 Views
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Edge Computing in Utility IoT: Two Architecture Patterns That Actually Work
In this article, we break down edge architecture patterns that fit modern utility infrastructure when power flows both ways.
May 22, 2026
by Yevheniia Mala
· 4,166 Views
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Why We Chose Iceberg Over Delta After Evaluating Both at Scale
Delta often performs better for Spark workloads, while Iceberg tends to be stronger for a multi-engine environment. The right choice depends on your platform use case.
May 21, 2026
by Kuladeep Sandra
· 2,575 Views
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Architecting Petabyte-Scale Hyperspectral Pipelines on AWS
Learn how to overcome serverless bottlenecks to process and route petabyte-scale hyperspectral agricultural data on AWS.
May 21, 2026
by Anil Bodepudi
· 3,684 Views
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Production Database Migration or Modernization: A Comprehensive Planning Guide [Part 2]
A multi-part walkthrough of the essential components of planning and executing a successful production database migration for large-scale backend services.
May 21, 2026
by Alexander Komyagin
· 1,334 Views
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Why SAP S/4HANA Landscape Design Impacts Cloud TCO More Than Compute Costs
SAP cloud TCO is driven more by landscape sprawl than by EC2 costs; optimize environments and use Terraform, S3, and EFS lifecycle policies to reduce costs.
May 20, 2026
by Deepika Paturu
· 2,859 Views
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No More Cheap Claude: 4 First Principles of Token Economics in 2026
The era of subsidies is over. Adjust your way of using models accordingly.
May 20, 2026
by Stefan Wolpers DZone Core CORE
· 2,885 Views
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Improving DAG Failure Detection in Airflow Using AI Techniques
A practical approach to enhancing DAG failure detection using AI to improve pipeline reliability and enable proactive intervention in large-scale data environments.
May 19, 2026
by Bruno Bocardo Guzoni
· 2,213 Views · 1 Like
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Spring CRUD Generator v1.1.0 Updates
Spring CRUD Generator v1.1.0 bootstraps Spring Boot backends from YAML, adding validation, Redis caching fixes, OSIV control, and support for Spring Boot 3/4.
May 18, 2026
by Marko Zivkovic
· 1,086 Views
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The Network Attach Problem Nobody Warns You About
NB-IoT, Cat-M, and now RedCap all surface the same mass attach problem at scale. Here's what it is, why RedCap doesn't escape it, and what to fix before activation day.
May 14, 2026
by SESHA KIRAN GONABOYINA
· 2,321 Views
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Content Lakes: Harness Unstructured Data for Enterprise AI Readiness
Harness unstructured data by transforming "dark data" into AI-ready assets through serverless orchestration and intelligent enrichment.
May 14, 2026
by Niranjan Yadavali
· 2,055 Views
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Invisible Failures in S/4HANA Conversions (And Why Teams Miss Them)
SAP to S/4HANA migrations don’t fail loudly — they fail silently through legacy ABAP, bad data sync, and broken interfaces discovered weeks after go-live.
May 14, 2026
by Deepika Paturu
· 1,720 Views · 1 Like
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Ten Years of Beam: From Google's Dataflow Paper to 4 Trillion Events at LinkedIn
Apache Beam turns ten. From Google's 2015 Dataflow paper to 4 trillion daily events at LinkedIn — what it got right, where it falls short, and what comes next.
May 14, 2026
by Abgar Simonean
· 1,662 Views
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Has AI-Generated SQL Impacted Data Quality? We Reviewed 1,000 Incidents
We analyzed 1,000 data pipeline incidents across 500+ environments and found that code-related failures still account for ~10% of all data quality issues.
May 12, 2026
by Lior Gavish
· 2,822 Views
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