Radiotherapy Monte Carlo simulation using cloud computing technology
- 1. Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, QLD (Australia)
- 2. Discipline of Physics, Faculty of Science and Technology, Queensland University of Technology, Brisbane, QLD (Australia)
- 3. Cancer Care Services, Royal Brisbane and Women's Hospital, Herston, QLD (Australia)
Description
Cloud computing allows for vast computational resources to be leveraged quickly and easily in bursts as and when required. Here we describe a technique that allows for Monte Carlo radiotherapy dose calculations to be performed using GEANT4 and executed in the cloud, with relative simulation cost and completion time evaluated as a function of machine count. As expected, simulation completion time decreases as 1/n for n parallel machines, and relative simulation cost is found to be optimal where n is a factor of the total simulation time in hours. Using the technique, we demonstrate the potential usefulness of cloud computing as a solution for rapid Monte Carlo simulation for radiotherapy dose calculation without the need for dedicated local computer hardware as a proof of principal.
Availability note (English)
Available from http://rd.springer.com/article/10.1007/s13246-012-0167-8Additional details
Identifiers
Publishing Information
- Journal Title
- Australasian Physical and Engineering Sciences in Medicine
- Journal Volume
- 35
- Journal Issue
- 4
- Journal Page Range
- p. 497-502
- ISSN
- 0158-9938
INIS
- Country of Publication
- Australia
- Country of Input or Organization
- Australia
- INIS RN
- 46032173
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- CALCULATION METHODS; COMPUTER CALCULATIONS; DOSE RATES; GEOMETRY; LINEAR ACCELERATORS; MONTE CARLO METHOD; RADIATION DOSE UNITS; RADIOTHERAPY; SIMULATION; TRANSPORT THEORY
- Descriptors DEC
- ACCELERATORS; CALCULATION METHODS; MATHEMATICS; MEDICINE; NUCLEAR MEDICINE; RADIOLOGY; THERAPY; UNITS
Optional Information
- Notes
- 5 figs.