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gdp-replicate's Introduction

Replication for the Global Data Plane

Distributed Replication for a Specialized Database Scott Numamoto - Tony Yang - Steven Wu Fall 2018

There has been an explosion in the number of smart devices connected via the Internet to augment people's everyday life. The Global Data Plane (GDP) is a new infrastructure design which tries to address the challenges presented by such a vast and broad array of devices by introducing a higher layer of abstraction. We present an anti-entropy mechanism which ensures that data is replicated on multiple GDP log servers and user APIs. We modeled many of our decision to support a highly write available system. Evaluations show that our replication system can recover from large loss of log servers and has significantly better usage of bandwidth than a naive system.

Replication for the Global Data Plane is the result of a course paper for CS 262: Advanced Topics in Computer Systems.

Packages Summaries:

  • logserver provides access to the functionality of a GDP log server. We have simulated a log server with a SQLite3 database.
  • loggraph provides an abstracted view of the records in the log server as a graph with the ability to read and write records.
  • policy dictates what replicas communicate with each other to determine what records to serve.
  • peers abstracts how replicas commuicate data with each other
  • daemon when to send heartbeats with peers and who to send them to

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