Getting started with high performance computing for humanities, arts, and social science

Alan B. Craig
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引用次数: 1

Abstract

This abstract and presentation addresses the question of "Why would someone in humanities, arts, or social science be interested in high performance computing?", and discusses the resources and assistance that are available to humanists, artists, and social scientists who are interested in high performance computing. The Extreme Science And Engineering Discovery Environment (XSEDE) provides a network of high performance computing resources that are available to researchers. In this talk I will discuss the resources that are available, who is eligible for these resources, and assistance that is available to help you use those resources. My role within XSEDE is to help you get started on XSEDE as well as to help you after you get resources allocated. In this talk I will walk you through the process of applying for an XSEDE startup account and let you know what to expect as you begin using the resources. I will also discuss some of the different types of projects that have been done by humanities, arts, and social science researchers which range from large scale analysis of texts, images and videos, network analysis (including social media), map based problems, simulations, and others. Finally, I will address some of the lessons I have learned from working with humanities, arts, and social science researchers who are using XSEDE resources. Whether you need computational power, storage, assistance with analysis of large datasets, or are just curious of what these types of resources can do for you, this talk will provide answers that you are looking for.
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开始学习用于人文、艺术和社会科学的高性能计算
这个摘要和演示解决了“为什么人文、艺术或社会科学领域的人会对高性能计算感兴趣?”这个问题,并讨论了对高性能计算感兴趣的人文主义者、艺术家和社会科学家可以获得的资源和帮助。极限科学与工程发现环境(XSEDE)为研究人员提供了一个高性能计算资源网络。在这次演讲中,我将讨论可用的资源,谁有资格获得这些资源,以及可以帮助您使用这些资源的帮助。我在XSEDE中的角色是帮助您开始使用XSEDE,并在您获得资源分配后提供帮助。在这次演讲中,我将引导您完成申请XSEDE启动帐户的过程,并让您知道在开始使用这些资源时应该期待什么。我还将讨论由人文、艺术和社会科学研究人员完成的一些不同类型的项目,包括对文本、图像和视频的大规模分析、网络分析(包括社交媒体)、基于地图的问题、模拟等。最后,我将介绍我从与使用XSEDE资源的人文、艺术和社会科学研究人员一起工作中学到的一些经验教训。无论你是需要计算能力,存储,大型数据集分析的帮助,还是只是好奇这些类型的资源可以为你做什么,这个演讲将提供你正在寻找的答案。
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