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Dynamic Load Balancing Strategy for Parallel Tumor Growth Simulations.

Alberto G SalgueroAntonio J TomeuManuel I Capel
Published in: Journal of integrative bioinformatics (2019)
In this paper, we propose a parallel cellular automaton tumor growth model that includes load balancing of cells distribution among computational threads with the introduction of adjusting parameters. The obtained results show a fair reduction in execution time and improved speedup compared with the sequential tumor growth simulation program currently referenced in tumoral biology. The dynamic data structures of the model can be extended to address additional tumor growth characteristics such as angiogenesis and nutrient intake dependencies.
Keyphrases
  • induced apoptosis
  • endothelial cells
  • cell cycle arrest
  • electronic health record
  • physical activity
  • body mass index
  • oxidative stress
  • mass spectrometry
  • endoplasmic reticulum stress
  • wound healing