Evaluating the Suitability of Commercial Clouds for NASA's High Performance Computing Applications: A Trade Study

Chang, Yan-Tyng ; Hood, Robert T ; Jin, Haoqiang ; Heistand, Steve W ; Cheung, Samson H ; Djomehri, Mohammad J ; Jost, Gabriele ; Kokron, Daniel S

关键词: AMAZON REGION (SOUTH AMERICA);    COST EFFECTIVENESS;    DOMAINS;    EVALUATION;    HUMAN PERFORMANCE;    PERFORMANCE TESTS;    PLEIADES CLUSTER;    PRODUCTIVITY;    TEAMS;    WORKLOADS (PSYCHOPHYSIOLOGY);    CLOUD COMPUTING;    DATA STORAGE;   

RP-ID  :  ARC-E-DAA-TN56902

学科分类：软件

美国|英语

来源: NASA Technical Reports Server

【 摘 要 】

NASA’s High-End Computing Capability (HECC) Project is periodically asked if it could be more cost effective through the use of commercial cloud resources. To answer the question, HECC’s Application Performance and Productivity (APP) team undertook a performance and cost evaluation comparing three domains: two commercial cloud providers, Amazon and Penguin, and HECC’s in-house resources—the Pleiades and Electra systems. In the study, the APP team used a combination of the NAS Parallel Benchmarks (NPB) and six full applications from NASA’s workload on Pleiades and Electra to compare performance of nodes based on three different generations of Intel Xeon processors—Haswell, Broadwell, and Skylake. Because of export control limitations, the most heavily used applications on Pleiades and Electra could not be used in the cloud; therefore, only one of the applications, OpenFOAM, represents work from the Aeronautics Research Mission Directorate and the Human and Exploration Mission Directorate. The other five applications are from the Science Mission Directorate.