DataManagement

Per-topic index for Developer/DataManagement/ — 21 note(s). See Developer Index for the full topic list and system_prompt for structure/conventions. See also README.md in this folder for the topic's scope/why/when.

Caching

• Fundamentals — Caching Strategies

Caching/ApplicationLevel

• Fundamentals — Application-Level Caching

Caching/CDN-EdgeCache

• Challenges — Design a Multi-Region Caching Layer for a Read-Heavy API

Caching/CacheInvalidation-Strategies

• Fundamentals — Cache Invalidation Strategies

Caching/EvictionPolicies-LRU-LFU-FIFO

• Fundamentals — Cache Eviction Policies (LRU, LFU, FIFO)

Caching/InMemory-Redis-Memcached

• Fundamentals — Redis vs Memcached

Caching/PopulationStrategies-ReadThrough-WriteThrough-WriteBehind-WriteAround

• Fundamentals — Cache Population Strategies

DataEng

• CaseStudies — Airbnb: Evolving Data Architecture for a Multi-Product World
• CaseStudies — Airbnb: Scaling the Identity Graph off a Vendor Graph Database
• CaseStudies — Grab: Migrating a Petabyte-Scale Data Lake to Apache Iceberg
• CaseStudies — Spotify: Random Access Parquet — Indexing the Data Lake for Online Point Queries

Database

• Fundamentals — Connection Pooling
• CaseStudies — Discord: Automating ScyllaDB Cluster Operations with the Scylla Control Plane
• CaseStudies — Stripe: Graph Search and State Machines to Auto-Remediate a Global Database Fleet

Database/Indexing

• Fundamentals — Database Indexing Strategies

Database/Replication

• Fundamentals — Read Replicas and Replication Lag

Database/RowVersioning-OptimisticConcurrency

• CaseStudies — Shopify: Replacing Redis with MySQL for Inventory Reservations
• Fundamentals — Optimistic Concurrency Control and Row Versioning

Database/SchemaDesign-Normalization

• Fundamentals — Database Normalization and Denormalization

Database/Sharding

• Fundamentals — Database Sharding Strategies

Storage

• Fundamentals — Data Storage Tiering and Lifecycle Policies

Related

• Developer Index
• Topic README