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Module 02 Storage Engines Indexing Teaching Units

UnitKindSource linksRoute
B+-Tree Structure and Invariantsconcept3Open
Bloom Filters as LSM Read Acceleratorsconcept3Open
Clustered vs Secondary Indexes; Covering Indexesconcept4Open
Hash, Bitmap, GIN/GiST: Specialty Indexesconcept5Open
Join Algorithms: Nested Loop, Hash, Sort-Mergeconcept1Open
Locking-Based Concurrency: 2PL, Lock Escalationconcept2Open
LSM-Trees: SSTables, Memtables, Compactionconcept2Open
MVCC: How Snapshots Avoid Reader-Writer Contentionconcept2Open
Pages, Records, Heap Files, Slotted Pagesconcept3Open
Point Lookups, Range Scans, and Why B+-Trees Dominate OLTPconcept3Open
Query Execution Models: Volcano / Iterator, Vectorized, JITconcept2Open
Statistics, Histograms, and the Cost-Based Optimizerconcept2Open
The Buffer Pool and Page Replacementconcept2Open
Why Databases Care About Disk: Random vs Sequential I/Oconcept4Open
Write-Ahead Logging (WAL) and Recovery with ARIES Sketchconcept3Open