GLUEOS: A high performance computing system based on the orchestration of containers for the GLUE parameter calibration of a crop growth model

•GLUEOS was developed to perform parameter calibration for crop models in parallel.•Container based virtualization was adopted to calibrate parameters in parallel.•GLUEOS has a user interface to minimize the expertise in distributed computing.•GLUEOS would require less time and effort for researchers to calibrate parameters.