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This course examines the performance costs and limitations of hash tables, including memory access, hash joins, resizing, and remapping in distributed systems. It also introduces consistent hashing as a way to reduce remapping effects when nodes are added or removed.
Syllabus
Intro
Arrays
CPU Cost NUMA/M1 Ultra
Hash Tables
Hash Join
Cost of Hash Tables
Remapping Cost Hash Tables
Consistent hashing
Taught by
Hussein Nasser