Data Resources

KV Caching: The Hidden Speed Boost Behind Real-Time LLMs

LLMs slow down as outputs grow due to repeated attention over past tokens. KV caching skips redundant work by reusing keys and values, enabling 3–4× faster inference.

August 1, 2025

by Srinidhi Goud Myadaboyina

· 2,921 Views · 2 Likes

What Developers Need to Know About IP API Privacy in Mobile Apps (2025 Update)

Use IP APIs in mobile geolocation apps safely in 2025. Learn key risks, privacy law tips, and best practices for developers.

July 31, 2025

by Ramesh Chauhan

· 3,009 Views

Vibe Coding: Conversational Software Development — Part 3: Prompt Discipline

In part 3 of this series, learn how prompts shape AI-driven development in vibe coding, and how to craft effective system prompts for better coding outcomes.

July 31, 2025

by Gaurav Gaur

CORE

· 2,122 Views · 7 Likes

Immutable Objects Using Record in Java

Java 16 records simplify immutable class creation by automatically generating constructors, getters, and methods, reducing boilerplate code significantly.

July 30, 2025

by Davide Lorenzo Marino

· 6,675 Views · 2 Likes

Disaster Recovery Risks and Solutions

For data analysts, downtime is a direct threat to decision-making. When access to data is disrupted, insights stall, bad decisions multiply, and businesses pay the price.

July 30, 2025

by Olivia Cox

· 1,652 Views · 2 Likes

Apache Spark Framework for Clustering Algorithms in Distributed Mode

Apache Spark's framework to train clustering algorithms is not supported by SparkML in distributed mode using customer partitioners and the mapPartition technique.

July 29, 2025

by Arun Kumar Natva

· 1,738 Views · 1 Like

Getting Started With DuckDB in Python: A Fast and Lightweight Analytics Database

DuckDB is an embedded SQL OLAP engine that runs analytical queries on local files and DataFrames in Python, with minimal setup and no external server.

July 28, 2025

by Praveen Kumar Myakala

· 8,867 Views · 56 Likes

Unity Catalog + AI: How Databricks Is Making Data Governance AI-Native in 2025

Data governance from a restrictive practice to an enabling force, facilitating intelligent, secure, and agile data management within enterprises.

July 25, 2025

by Sairamakrishna BuchiReddy Karri

· 3,442 Views · 1 Like

Configuring Embedded Global Cache for App Connect Enterprise Running in Containers

Step-by-step instructions and important considerations to help you get the new Embedded Global Cache feature in ACE up and running in your containerized platform.

July 25, 2025

by Amar Shah

· 2,946 Views

CI/CD at Scale: Smarter Pipelines for Monorepo Mayhem

Smarter CI/CD for monorepos: use affected-only builds, caching, AI, and modular pipelines to scale efficiently without sacrificing velocity.

July 25, 2025

by Mohit Menghnani

CORE

· 3,115 Views · 3 Likes

Modern Data Projects Need Agile Thinking — Not Just Tech

Agile isn’t just for software. This article demonstrates how Agile methods enable data teams to adapt quickly, deliver tangible value, and avoid common project pitfalls.

July 25, 2025

by Pabitra Saikia

CORE

· 1,703 Views · 2 Likes

Data Partitioning and Bucketing: How Modern Data Systems Organize and Optimize Your Data

This article explains how partitioning and bucketing work in the big data world and talks about best practices that you can follow.

July 24, 2025

by Rajanikantarao Vellaturi

· 4,000 Views · 6 Likes

Absolute Zero: How AI Is Learning Without Data

The Absolute Zero Reasoner diverges from traditional AI learning approaches by enabling AI to learn from scratch, without the need for pre-existing human-provided data.

July 24, 2025

by Tony Siciliani

· 2,162 Views

Concurrency in Rust: Writing Safe and Efficient Code

Rust's unique ownership model and expressive type system provide safe, efficient concurrency without data races or memory safety concerns.

July 24, 2025

by Sairamakrishna BuchiReddy Karri

· 2,505 Views · 1 Like

The Hidden Bias in AI: How Data Shapes the Ethics of Machine Learning

AI bias stems from flawed data. It can be reduced through diverse datasets, fairness checks, transparency, and ethical guidelines to ensure AI aligns with human values.

July 24, 2025

by Arjun S.

· 1,907 Views · 1 Like

Why Data Privacy Without Context Will No Longer Work in 2026

Traditional anonymization is no longer enough. Learn why enterprises now need context-aware, entity-level privacy to stay compliant and operational.

July 24, 2025

by Mouli Srini

· 2,084 Views · 3 Likes

Building a Modern Data Platform That Delivers Real Business Value

Data modernization transforms how organizations manage and use data by aligning cloud-native tech, governance, and culture to drive value and agility.

July 23, 2025

by Amlan Patnaik

· 2,279 Views · 2 Likes