University of Victoria Climate Modelling Laboratory: Supercomputing for Climate Science in the Big Data era

维多利亚大学气候模拟实验室是加拿大最重要的气候模拟中心之一。我们的实验室由三名教授和15名实习生组成，我们与加拿大气候建模和分析中心的科学家们有着密切的关系。我们研究气候学的方方面面：过去、现在和未来，从局部到全球。*我们的工作需要大量的计算机资源。我们参与了尖端气候模型的开发，在开发这些模型时，需要快速进行测试，因此我们需要不间断地访问大量处理核心。我们使用的许多数据集都是巨大的(每个数据集至少有几十TB--即所谓的“大数据”)，因此我们需要大量的空间来存储它们，并需要足够强大的计算机来快速分析这些数据。*我们的应用是让一台小型超级计算机支持实验室的所有工作，取代各种即将使用寿命和/或不足以满足我们当前和未来研究需求的计算机。拥有专门的本地计算设施对于我们高效地工作和处理最重要的主题至关重要，无论计算需求如何，这也是对我们使用国家(加拿大计算)设施的补充。*这台计算机将使我们能够为国内和国际气候科学做出尖端贡献，并培训下一代加拿大气候科学家在大数据时代使用高性能计算、模型开发和数据分析。由于加拿大处于气候变化的前线，这种增加我们的知识和人员基础的能力将对了解未来几十年对我们环境和社会的影响，并指导我们适应气候变化至关重要。

The University of Victoria Climate Modelling Laboratory is one of the most important centres for climate modelling in Canada. Our Lab consists of three professors, fifteen trainees, and we have close relationships with scientists from the Canadian Centre for Climate Modelling and Analysis. We work on all aspects of climatology: the past, present and future, from local to global scales. ******Our work requires a lot of computer resources. We are involved in development of cutting edge climate models, which need to be tested quickly as we are developing them, so we need uninterrupted access to lots of processing cores. Many of the datasets that we use are huge (least tens of terabytes each - so called "big data"), so we need lots of space to store them and sufficiently powerful computers to analyze these quickly. ******Our application is for a small supercomputer to support all of the work in the Lab, replacing various computers which are at the end of their lives and/or not sufficient for our current and future research needs. Having dedicated local computing facilities is essential for us to work efficiently and work on the most important topics, irrespective of computing requirements, and is complementary to our use of national (Compute Canada) facilities. ******This computer will enable us to make cutting edge contributions to climate science nationally and internationally, and to train the next generation of Canadian climate scientists in using high-performance computing, model development, and data analysis in the big data era. As Canada is on the frontline of climate change, this ability to increase our knowledge and personnel base will be critical in understanding the impacts on our environment and society in the coming decades, and guiding our adaptations to climate change.