Modern digital platforms—from video streaming (YouTube, Netflix) and social media to cloud drives (Google Drive, Dropbox) and software distribution (Docker registries, npm)—manage petabytes or exabytes of unstructured binary data (videos, images, audio, binaries, backups).

Relational and document databases break down when storing large binary objects (BLOBs) directly in tables, suffering from B-Tree page fragmentation, massive WAL bloat, and memory cache pollution. Production architectures separate metadata (stored in high-speed relational or NoSQL databases) from raw binary payload data (stored in distributed Object Stores and distributed via global Content Delivery Networks).

This module deconstructs modern object storage and content distribution systems: Content-Addressable Storage (CAS), S3 multipart upload coordination, rolling-hash deduplication, global CDN Anycast routing, origin shields, and resilient edge caching mechanics.

What you will learn

  • Deconstruct Content-Addressable Storage (CAS) and cryptographic hash trees for immutable media blobs
  • Design high-concurrency multipart upload pipelines with pre-signed URLs, parallel chunking, and ETag verification
  • Implement content deduplication using fixed and rolling hash chunking (Rabin fingerprints) to minimize raw storage costs
  • Analyze multi-tier CDN caching topologies: BGP Anycast routing, Origin Shielding, and Byte-Range caching for video streaming
  • Mitigate Thundering Herd stampedes and cache invalidation cascades across global edge Point of Presence (PoP) networks
STAGE TOPICS

Topics in this chapter