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Grokking the Principles and Practices of Advanced System Design/

...

High-level Design for Better Availability and Scalability

Let's look at how Megastore's design improves availability and scalability.

We'll cover the following...

High-level design
Replication for high availability
- Paxos
  - Issues with Paxos
Partitioning and locality for scalability

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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

High-level Design for Better Availability and Scalability