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The '''LogP machine''' is a model for parallel computation.<ref>Culler et al. 1993</ref>
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It aims at being more practical than the [[Parallel Random Access Machine|PRAM]] model while still allowing for easy analysis of computation.
The name is not related to the mathematical logarithmic function:  Instead, the machine is described by the four parameters <math>L</math>, <math>o</math>, <math>g</math> and <math>P</math>.
 
The LogP machine consists of arbitrarily many processing units with distributed memory.
The processing units are connected through an abstract communication medium which allows point-to-point communication. This model is pair-wise synchronous and overall asynchronous.
 
The machine is described by the four parameters:
 
* <math>L</math>, the latency of the communication medium.
* <math>o</math>, the overhead of sending and receiving a message.
* <math>g</math>, the gap required between two send/receive operations. A more common interpretation of this quantity is as the inverse of the bandwidth of a processor-processor communication channel.
* <math>P</math>, the number of processing units. Each local operation on each machine takes the same time ('unit time'). This time is called a processor cycle.
 
The units of the parameters <math>L</math>, <math>o</math> and <math>g</math> are measured in multiples of processor cycles.
 
== See also ==
 
* [[Bulk Synchronous Parallel]]
 
== Notes ==
{{reflist|2}}
 
== References ==
 
{{Citation
  | last = Culler
  | first = David
  | title = LogP: Towards a realistic model of parallel computation
  | journal = ACM SIGPLAN Notices
  | volume = 28
  | issue = 7
  | pages = 1–12
  | date = July 1993
  | url = http://www-static.cc.gatech.edu/~bader/COURSES/UNM/ece638-Fall2004/papers/CKP93.pdf
  | doi = 10.1145/173284.155333
  | last2 = Karp
  | first2 = Richard
  | last3 = Patterson
  | first3 = David
  | last4 = Sahay
  | first4 = Abhijit
  | last5 = Schauser
  | first5 = Klaus Erik
  | last6 = Santos
  | first6 = Eunice
  | last7 = Subramonian
  | first7 = Ramesh
  | last8 = Von Eicken
  | first8 = Thorsten}}
 
[[Category:Educational abstract machines]]
[[Category:Theoretical computer science]]
[[Category:Models of computation]]
[[Category:Parallel computing]]
 
 
{{Comp-sci-stub}}

Latest revision as of 02:42, 26 February 2014

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