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  4. Bounded Asynchrony: Concurrency for Modeling Cell-Cell Interactions
 
conference paper

Bounded Asynchrony: Concurrency for Modeling Cell-Cell Interactions

Fisher, Jasmin
•
Henzinger, Thomas A.  
•
Mateescu, Maria  
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Fisher, Jasmin
2008
Formal Methods in Systems Biology. FMSB 2008
Formal Methods in Systems Biology

We introduce bounded asynchrony, a notion of concurrency tailored to the modeling of biological cell-cell interactions. Bounded asynchrony is the result of a scheduler that bounds the number of steps that one process gets ahead of other processes; this allows the components of a system to move independently while keeping them coupled. Bounded asynchrony accurately reproduces the experimental observations made about certain cell-cell interactions: its constrained nondeterminism captures the variability observed in cells that, although equally potent, assume distinct fates. Real-life cells are not “scheduled”, but we show that distributed real-time behavior can lead to component interactions that are observationally equivalent to bounded asynchrony; this provides a possible mechanistic explanation for the phenomena observed during cell fate specification. We use model checking to determine cell fates. The nondeterminism of bounded asynchrony causes state explosion during model checking, but partial-order methods are not directly applicable. We present a new algorithm that reduces the number of states that need to be explored: our optimization takes advantage of the bounded-asynchronous progress and the spatially local interactions of components that model cells. We compare our own communication-based reduction with partial-order reduction (on a restricted form of bounded asynchrony) and experiments illustrate that our algorithm leads to significant savings.

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Type
conference paper
DOI
10.1007/978-3-540-68413-8_2
Author(s)
Fisher, Jasmin
Henzinger, Thomas A.  
Mateescu, Maria  
Piterman, Nir
Editors
Fisher, Jasmin
Date Issued

2008

Publisher

Springer

Publisher place

Berlin / Heidelberg

Published in
Formal Methods in Systems Biology. FMSB 2008
Series title/Series vol.

Lecture Notes in Computer Science; 5054

Start page

17

End page

32

URL

URL

http://research.microsoft.com/ero/FMSB/default.aspx
Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
MTC  
Event nameEvent placeEvent date
Formal Methods in Systems Biology

Cambridge, UK

June 4-5, 2008

Available on Infoscience
November 18, 2008
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/31308
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