Explore database memory and disk I/O management in this comprehensive lecture from CMU's Intro to Database Systems course. Delve into key aspects of buffer pool management, including page tables, lock vs. latch mechanisms, and multi-buffer pools. Learn about advanced techniques such as prefetching, scan sharing, and cursor sharing. Understand the intricacies of buffer pull bypass, clock algorithm, sequential flooding, and LRU (Least Recently Used) strategy. Gain insights from Professor Andy Pavlo's expertise as he covers crucial concepts for optimizing database performance and efficiency.
Overview
Syllabus
Introduction
Homework Update
Upcoming Seminar
Postgres
Two Key Aspects
Buffer Pool
Agenda
Page Table
Lock vs Latch
Page Directory Page Table
Multi
Buffer Pools at Runtime
Prefetching
Scan Sharing
Cursor Sharing
Continue Scan Sharing
Buffer Pull Bypass
Clock
Sequential Flooding
LRU
Taught by
CMU Database Group
