CC* Compute: Koa - A High Performance and Flexible Research Computing Resource

该奖项的全部或部分资金来自《2021年美国救援计划法案》(公法117-2)。夏威夷大学(UH)的目标是建立CC*Compute：KOA-一种高性能和灵活的研究计算资源，以支持整个UH十校区系统的计算密集型研究、教育和实践。该项目的目标是安装一个计算集群KoA，该集群的设计是为了应对当前的资源限制，特别是临时存储。群集硬件包括750 TB的临时存储、包含10个NVIDIA A4000卡的2个图形处理单元(GPU)节点以及8个计算节点上总共384个CPU核心。KOA为密歇根大学的教职员工、研究人员和学生提供最先进的计算资源，专注于机器学习、人工智能和大规模模拟。KoA计算集群是可供所有UH研究人员使用的共享校园网间资源。KOA专注于支持天文学、大气科学、海洋科学、微生物群科学和计算机与数据科学等专业的研究人员，跨越UH的十个校区系统。KOA资源使研究人员能够扩大研究以处理更大的数据集和模型，此外还可以通过新的高级体系结构加速现有工作流程，该体系结构通过高速网络将极快的存储与计算资源捆绑在一起，从而实现更短的时间。与开放科学网格的战略伙伴关系使国家研究界能够有效利用未使用的KoA资源，并为KoA用户提供了一个通往国家计算平台的门户。此外，KoA资源通过与夏威夷数据科学研究所和当地社区的合作，为下一代研究人员和数据科学家提供数据科学和计算科学方面的实践培训，以进行研讨会和课堂访问。Koa通过提供可从所有计算和GPU加速资源访问的750 TB高速有光泽并行临时存储容量，实现了更大范围和规模的分析。KOA的200 GB HDR InfiniBand网络使Koa的Lustre能够实现高达96 GB/S的I/O速度，并为I/O繁重的工作流提供更高的计算吞吐量。KOA的外部网络连接通过100 Gb/S数据传输节点连接和高速并行文件系统相结合，提高了对国家、商业云和学术资源的数据传输速度，增强了端到端的大数据工作流。KOA还提供虚拟基础设施来支持专门的计算用例，例如沉浸式分析和科学网关。与开放科学网格的战略伙伴关系允许国家研究界在KoA上收集未使用的周期，并为KoA用户提供进入国家计算平台的门户。Koa的高速文件系统与UH托管的地区Jestream2 NSF云基础设施的集成使研究人员能够轻松地在云和本地Koa计算资源之间跨越计算环境和模式，以支持新的深度学习和人工智能工作流程、可视化和应用程序。该项目由高级网络基础设施办公室(OAC)和既定的刺激竞争研究计划(EPSCoR)共同努力资助。该奖项反映了NSF的法定使命，并通过使用基金会的智力优势和更广泛的影响审查标准进行评估，被认为值得支持。

This award is funded in whole or in part under the American Rescue Plan Act of 2021 (Public Law 117-2).The University of Hawaii (UH) aims to establish the CC* Compute: Koa - A High Performance and Flexible Research Computing Resource to support computationally intensive research, education and practice across the UH ten-campus system. The project aims to install a compute cluster Koa, which is architected in response to current resource constraints, particularly scratch storage. The cluster hardware includes scratch storage of 750TB, 2 Graphics Processing Unit (GPU) nodes comprising 10x Nvidia A4000 cards, and a total of 384 CPU cores across 8 compute nodes. Koa provides UH faculty, researchers and students state-of-the-art computational resources focused towards machine learning, artificial intelligence and large scale simulation. The Koa computing cluster is a shared inter-campus resource available to all UH researchers. Koa focuses to support researchers in the specialties of astronomy, atmospheric science, ocean science, microbiome science, and computer & data science, across UH's ten-campus system. Koa resources enable researchers to scale up research to process larger datasets and models in addition to accelerating existing workflows through the new advanced architecture that ties extremely fast storage to the compute resources over a high-speed network, which enables a shorter time to result. The strategic partnership with the Open Science Grid allows for efficient usage of unused Koa resources by the national research community as well as a gateway to a national compute platform for Koa users. Additionally, the Koa resource aids hands-on training in data science and computational science for the next generation of researchers and data scientists through partnership with the Hawaii data science institute and local community for workshops and classroom access.Koa enables a larger scope and scale of analysis by providing 750TB of high-speed Lustre parallel scratch storage capacity accessible from all compute and GPU accelerated resources. Koa’s 200Gb HDR infiniband network enables Koa’s Lustre to achieve I/O speeds up to 96Gb/s and provide increased computational throughput for I/O heavy workflows. Koa’s external network connections increase data transfer speeds to national, commercial cloud and academic resources via the combination of 100Gb/s data transfer node connection and high-speed parallel file system, enhancing end-to-end big data workflows. Koa also provides virtualized infrastructure to support specialized computational use cases such as: immersive analytics and science gateways. The strategic partnership with the Open Science Grid allows for harvesting unused cycles on Koa by the national research community as well as a gateway to national compute platform for Koa users. The integration of Koa’s high speed file system with the regional Jestream2 NSF Cloud infrastructure hosted at UH allows researchers to easily span computing environments and modalities between the cloud and local Koa computing resources to support new deep learning and artificial intelligence workflows, visualizations and applications.This project is funded through the collaborative efforts of the Office of Advanced Cyberinfrastructure (OAC) and the Established Program to Stimulate Competitive Research (EPSCoR).This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.