Data Resources

Automating RCA and Decision Support Using AI Agents

The article explores how AI agents can automate insight generation, assist teams in root cause analysis, and outline a scalable agentic AI architecture for enterprises.

September 16, 2025

by Ishita Choudhary

· 3,072 Views · 2 Likes

Mastering Approximate Top K: Choosing Optimal Count-Min Sketch Parameters

A practical guide to configuring width (w) and depth (d) in Count-Min Sketch for efficient top-k estimation and real-time analytics.

September 15, 2025

by Baskar Sikkayan

· 2,635 Views · 3 Likes

AI for Ensuring Data Integrity and Simplifying Migration in Microservices Ecosystems

AI helps organizations using microservices maintain data integrity during migrations by detecting anomalies, validating data automatically, and reducing manual errors.

September 12, 2025

by Nilesh Charankar

· 4,388 Views · 1 Like

Deploying AI Models in Air-Gapped Environments: A Practical Guide From the Data Center Trenches

Learn all about practical strategies for deploying AI in air-gapped environments, with guidance on security, scalability, compliance, and reliability.

September 12, 2025

by Siva Kiran Nandipati

· 4,024 Views · 1 Like

The Real-time Data Transfer Magic of Doris Kafka Connector's "Data Package": Part 1

One Man Stands Guard, and Ten Thousand Cannot Pass! Learn all about real-time data import, transformation, and error handling with Doris Kafka Connector.

September 12, 2025

by Michael Hayden

· 2,913 Views · 1 Like

Azure VM Instance Types and Their Roles in Different Distributed Software Systems

Azure provides various VM instance types optimized for compute, memory, storage, or GPU needs, such as Databricks, Snowflake, AKS, Synapse, and Azure Functions.

September 11, 2025

by Srinivasarao Rayankula

· 19,559 Views · 3 Likes

Jakarta Query: Unifying Queries Across SQL and NoSQL in Jakarta EE 12

Jakarta EE 12 introduces Jakarta Query, a brand-new specification aiming to unify query languages across relational and non-relational databases.

September 11, 2025

by Otavio Santana

CORE

· 3,652 Views · 4 Likes

AI on the Fly: Real-Time Data Streaming From Apache Kafka to Live Dashboards

Real-time data streaming plays a key role for AI models as it allows them to handle and respond to data as it comes in, instead of just using old fixed datasets.

September 11, 2025

by Gautam Goswami

CORE

· 7,003 Views

A Practical Guide to API Threat Analytics in Cloud Platforms

APIs are prime attack targets, so basic security isn’t enough. Use threat analytics to filter logs, detect suspicious activity, and respond fast.

September 11, 2025

by Pragya Keshap

· 1,940 Views · 4 Likes

Crafting Keys: Best Naming Strategies and Sorting Techniques in Redis

In large-scale systems, effective grouping and indexing choices often define whether queries return in milliseconds or get stuck in multi‑second blocking scans.

September 10, 2025

by Subhashini Raman

· 2,058 Views

Tutorial: RAG at Scale With Vector Databases vs Lakehouse Architectures

Learn how to scale RAG pipelines by storing embeddings in vector databases vs. lakehouses, with hands-on examples and key trade-offs.

September 9, 2025

by Vivek Venkatesan

· 3,198 Views

Understanding Table Statistics in SQL Server: Importance, Performance Impact, and Practical Examples

SQL Server table statistics guide the optimizer in building efficient query plans. DBAs must keep them updated to avoid poor performance from stale data.

September 9, 2025

by arvind toorpu

CORE

· 3,529 Views · 2 Likes

Stop Your GenAI From Burning Cash in Production

GenAI in production is expensive, but most teams waste 60-80% of their budget on preventable mistakes. Five proven optimizations that cut costs by 40-75%

September 8, 2025

by Praveen Chinnusamy

· 23,985 Views · 4 Likes

Building a Platform Abstraction for AWS Networks Using Crossplane

Build Crossplane abstractions that let your devs request AWS networks without writing infrastructure code. Create XRD and composition to hide details.

September 5, 2025

by Ramesh Sinha

· 2,963 Views · 1 Like

The Role of Data Governance in Data Strategy: Part 4

Explore the critical role of data retention in governance: reduce costs, mitigate legal and cybersecurity risks, and ensure compliance with clear policies.

September 5, 2025

by Satish Gaddipati

· 2,194 Views · 2 Likes

Protecting PII in LLM Applications: A Complete Guide to Data Anonymization

One of the biggest concerns companies face when implementing Large Language Models (LLMs) is data privacy and protection.

September 4, 2025

by Swati Tyagi

· 12,225 Views · 1 Like

Developing a Nationwide Real-Time Telemetry Analytics Platform Using Google Cloud Platform and Apache Airflow

Designed a real-time telemetry analytics platform using GCP and Airflow to process 10TB+ daily data, reduce support escalations, and improve operational visibility.

September 3, 2025

by Sruthi Erra Hareram

· 2,857 Views · 2 Likes

Understanding Zero-Copy

This article will delve into the concept of zero-copy and provides a practical Python code example demonstrating its performance benefits

September 3, 2025

by Bharath Modhipalli

· 3,252 Views

Understanding Apache Spark Join Types

Three join types in Spark data frame SQL operations are crucial for the performance of big data Apache Spark applications.

September 3, 2025

by Ram Ghadiyaram

CORE

· 3,994 Views · 5 Likes

File Systems <> Database: Full Circle

The start of the computer storage era was a file-based system, which evolved into databases; However, data advancement made file systems relevant again.

September 3, 2025

by BHUSHAN FADNIS

· 1,666 Views

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