Tagged articles

incremental loading

3 articles · Page 1 of 1

Jul 31, 2026 · Operations

Ensuring Data Sync Is No‑Duplicate, No‑Loss, Accurate – Full‑Load, Incremental, Validation, Exception Handling

The article explains why reliable data synchronization must answer three questions—preventing duplicates, avoiding missing data, and preserving correct content—and details practical solutions for full‑load and incremental sync, idempotent writes, CDC, handling late, out‑of‑order and breakpoint failures, multi‑layer validation, and categorized exception recovery.

CDCData synchronizationException Handling

0 likes · 15 min read

Ensuring Data Sync Is No‑Duplicate, No‑Loss, Accurate – Full‑Load, Incremental, Validation, Exception Handling

Snowball Engineer Team

Oct 20, 2023 · Mobile Development

React Native Bundle Splitting and Incremental Loading Strategy at Snowball

This article describes Snowball's evolution from a single React Native bundle to a multi‑bundle, code‑splitting architecture that reduces bundle size by 70%, shortens load time by 65%, and enables flexible, incremental updates through Metro‑based split‑packages and LRU engine caching.

Bundle SplittingCode SplittingMetro

0 likes · 23 min read

React Native Bundle Splitting and Incremental Loading Strategy at Snowball

IT Architects Alliance

May 11, 2022 · Databases

How Change Data Capture Enables Real‑Time Analytics Without Overloading Your Database

The article explains the fundamentals of Change Data Capture (CDC), describing how capturing DML changes from relational databases like MySQL or PostgreSQL can provide incremental, near‑real‑time data for analytics and reporting while preserving source performance, and outlines modern CDC architectures, transaction‑log based extraction, and production‑ready design considerations.

CDCChange Data CaptureDatabase Replication

0 likes · 9 min read

How Change Data Capture Enables Real‑Time Analytics Without Overloading Your Database