Colossus: Successor to the Google File System (GFS)

时间：2021-05-15 11:38:02

Colossus is the successor to the Google File System (GFS) as mentioned in the recent paper on Spanner on OSDI 2012. Colossus is also used by spanner to store its tablets. The information about Colossus is slim compared with GFS which is published in the paper on SOSP 2003. There is still some information about Colossus on the Web. Here, I list some of them.

 

Storage Architecture and Challenges

On Faculty Summit, July 29, 2010, by Andrew Fikes, Principal Engineer.

The slides. Some interesting points:

  • Storage Software: Colossus
    • Next-generation cluster-level file system
    • Automatically sharded metadata layer
    • Data typically written using Reed-Solomon (1.5x)
    • Client-driven replication, encoding and replication
    • Metadata space has enabled availability analyses
  • Why Reed-Solomon?
    • Cost. Especially w/ cross cluster replication.
    • Field data and simulations show improved MTTF
    • More flexible cost vs. availability choices

GFS: Evolution on Fast-forward

An interview with Google’s Sean Quinlan by the Association for Computer Machinery (ACM).

View the interview.

Some important info:

  • “We also ended up doing what we call a “multi-cell” approach, which basically made it possible to put multiple GFS masters on top of a pool of chunkservers.”
  • “We also have something we called Name Spaces, which are just a very static way of partitioning a namespace that people can use to hide all of this from the actual application.” … “a namespace file describes”
  • “The distributed master certainly allows you to grow file counts, in line with the number of machines you’re willing to throw at it.” … “Our distributed master system that will provide for 1-MB files is essentially a whole new design. That way, we can aim for something on the order of 100 million files per master. You can also have hundreds of masters.”
  • BitTable “as one of the major adaptations made along the way to help keep GFS viable in the face of rapid and widespread change.”

Google File System II: Dawn of the Multiplying Master Nodes Comments on GFS2 (colossus)

by Cade Metz in San Francisco.

The article and some excerpt.

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