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Grokking the Principles and Practices of Advanced System Design/

...

Single-server Level of Memcache

Learn what problems we can solve at the single server level of Memcache.

We'll cover the following...

Introduction to the single server level
Requirements
Overview of design problems
Detailed design

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Prologue

File Systems

Google File System (GFS)

Google Colossus File System

Facebook's Tectonic File System

Databases

Google Bigtable

Google Megastore

Google Spanner

Key-value Stores

Many-core Key-value Store

Scaling Memcache

SILT

Amazon DynamoDB

Concurrency Management

Two-phase Locking (2PL)

Google Chubby Locking Service

ZooKeeper

Big Data Processing: Batch to Stream Processing

MapReduce

Spark

Kafka

Consensus

Understanding Consensus: Two Generals, FLP, & Byzantine Generals

Two-phase Commit

State Machine Replication

Paxos

Raft

Epilogue

Single-server Level of Memcache