Distributed Simulations of DNA Multi-strand Dynamics
2022 (English)In: PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON SIMULATION AND MODELING METHODOLOGIES, TECHNOLOGIES AND APPLICATIONS (SIMULTECH) / [ed] Wagner, G Werner, F DeRango, F, SCITEPRESS , 2022, p. 234-243Conference paper, Published paper (Refereed)
Abstract [en]
In a recent study, Spencer et al. 2021, we have proposed a computational modeling framework for DNA multi strand dynamics implemented using the agent- and rule-based modeling methodology. While this modeling methodology allows for compact representations for systems with large numbers of different species and complexes, such as the case of self-assembly systems, one of its main drawbacks concerns its scalability. Since each agent is individually represented and modeled in the system, the framework becomes slow when dealing with tens- and hundreds of thousands of individual components. In this study we introduce a method to parallelize the computational modeling process by distributing it over several CPU's. We show that such multi-thread models remain equivalent to their sequential counterpart, while the speedup of the computational process can reach even a one-fold increase.
Place, publisher, year, edition, pages
SCITEPRESS , 2022. p. 234-243
Keywords [en]
DNA Self-assembly, Simulation Optimization, Computational Modelling, Multi-threaded Computing, Rule-based Modelling
National Category
Computer Sciences
Identifiers
URN: urn:nbn:se:mdh:diva-60032DOI: 10.5220/0011266400003274ISI: 000852757900025Scopus ID: 2-s2.0-85178591938ISBN: 978-989-758-578-4 (print)OAI: oai:DiVA.org:mdh-60032DiVA, id: diva2:1705136
Conference
12th International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH), JUL 14-16, 2022, Lisbon, PORTUGAL
2022-10-212022-10-212024-01-23Bibliographically approved