通过无服务器计算加速灾难场景下的儿童团聚

Kyle Coleman, Flavio Esposito, R. Charney
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引用次数: 10

摘要

儿童是易受伤害的群体,为了在灾害期间向他们提供适当照顾,必须特别考虑。在卡特里娜飓风等灾害之后,有必要迅速查明和保护失散儿童并使他们与法定监护人团聚,以尽量减少二次伤害(即身体和性虐待、忽视和绑架)。在俄克拉何马州的格鲁伯营地,路易斯安那州因卡特里娜飓风而流离失所的人的避难所,70%的孩子在两周后与他们的法定监护人在一起,最后一个孩子在6个月后团聚。在这个项目中,我们使用无服务器计算来扩展和最小化数据库查询响应时间,并加快机器学习任务的速度,以便快速统一时间,以支持一组联合的第一响应者。特别是,我们使用了一个基于flash的web系统,该系统利用Apache OpenWhisk在后端运行(面部和文本)配置文件识别软件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Speeding up children reunification in disaster scenarios via serverless computing
Children constitute a vulnerable population and special considerations are necessary in order to provide proper care for them during disasters. After disasters such as Hurricane Katrina, the rapid identification and protection of separated children and their reunification with legal guardians is necessary to minimize secondary injuries (i.e., physical and sexual abuse, neglect and abduction). At Camp Gruber, an Oklahoma shelter for Louisianan's displaced by Hurricane Katrina, 70% of the children were with their legal guardian after 2 weeks while the last child was reunified after 6 months. In this project, we are using serverless computing to scale and minimize database querie response time as well as to speed up machine learning tasks for rapid reunifying time, in support of a federated set of first-responders. In particular, we are using a Flask-based web system that leverages Apache OpenWhisk to run both (face and text) profile recognition software at the back-end.
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