Distributed Locking Algorithms: Difference between revisions

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== Parameters ==  
== Parameters ==  


No parameters found.
$n$: number of clients
 
$f$: number of files


== Table of Algorithms ==  
== Table of Algorithms ==  

Revision as of 09:24, 10 April 2023

Description

The purpose of a lock is to ensure that among several nodes that might try to do the same piece of work, only one actually does it (at least only one at a time). That work might be to write some data to a shared storage system, to perform some computation, to call some external API, or suchlike. At a high level, there are two reasons why you might want a lock in a distributed application: for efficiency or for correctness.

Parameters

$n$: number of clients

$f$: number of files

Table of Algorithms

Name Year Time Space Approximation Factor Model Reference
Leases (Cary G Gray and David R Cheriton) 1989 $O(n)$ $O(f)$? Exact Deterministic Time
Chubby (Mike Burrows) 2006 $O(n)$ $O(f)$? Exact Deterministic Time
Tushar Deepak Chandra and Sam Toueg 1996 $O(n)$ Exact Deterministic Time

Time Complexity Graph

Distributed Locking Algorithms - Time.png

Space Complexity Graph

Distributed Locking Algorithms - Space.png

Time-Space Tradeoff

Distributed Locking Algorithms - Pareto Frontier.png