Photon Propagation using GPUs by the IceCube Neutrino Observatory

D. Chirkin, J. C. Díaz-Vélez, C. Kopper, A. Olivas, B. Riedel, M. Rongen, D. Schultz, J. Santen
{"title":"Photon Propagation using GPUs by the IceCube Neutrino Observatory","authors":"D. Chirkin, J. C. Díaz-Vélez, C. Kopper, A. Olivas, B. Riedel, M. Rongen, D. Schultz, J. Santen","doi":"10.1109/eScience.2019.00050","DOIUrl":null,"url":null,"abstract":"IceCube Neutrino Observatory is a cubic kilometer neutrino detector located at the South Pole designed to detect high-energy astrophysical neutrinos. To thoroughly understand the detected neutrinos and their properties, the detector response to simulated signal and background has to be modeled using Monte Carlo techniques. An integral part of these studies are the optical properties of the ice the observatory is built into. The propagation of individual photons from particles produced by neutrino interactions in the ice can be greatly accelerated using graphics processing units (GPUs). In this paper, we will describe how we perform the photon propagation and create a global pool of GPU resources for both production and individual users.","PeriodicalId":142614,"journal":{"name":"2019 15th International Conference on eScience (eScience)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 15th International Conference on eScience (eScience)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/eScience.2019.00050","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

Abstract

IceCube Neutrino Observatory is a cubic kilometer neutrino detector located at the South Pole designed to detect high-energy astrophysical neutrinos. To thoroughly understand the detected neutrinos and their properties, the detector response to simulated signal and background has to be modeled using Monte Carlo techniques. An integral part of these studies are the optical properties of the ice the observatory is built into. The propagation of individual photons from particles produced by neutrino interactions in the ice can be greatly accelerated using graphics processing units (GPUs). In this paper, we will describe how we perform the photon propagation and create a global pool of GPU resources for both production and individual users.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
冰立方中微子观测站使用gpu的光子传播
冰立方中微子天文台是一个立方公里的中微子探测器,位于南极,旨在探测高能天体物理中微子。为了彻底了解探测到的中微子及其性质,探测器对模拟信号和背景的响应必须使用蒙特卡罗技术进行建模。这些研究的一个组成部分是天文台所建冰的光学特性。利用图形处理单元(gpu)可以大大加速冰中中微子相互作用产生的粒子中单个光子的传播。在本文中,我们将描述我们如何执行光子传播,并为生产和个人用户创建GPU资源的全局池。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Accelerating Scientific Discovery with SCAIGATE Science Gateway Contextual Linking between Workflow Provenance and System Performance Logs BBBlockchain: Blockchain-Based Participation in Urban Development Streaming Workflows on Edge Devices to Process Sensor Data on a Smart Manufacturing Platform Serverless Science for Simple, Scalable, and Shareable Scholarship
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1