Every request, every microsecond: scalable machine learning at Cloudflare

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We'll describe the technical strategies that have enabled us to expand the number of machine learning features and models, all while substantially reducing the processing time for each HTTP request on our network

Cloudflare升级系统,使用内存映射文件等新技术,提高机器学习功能性能和可用性。HTTP请求处理延迟平均提高12.5%,Bot Management模块平均提高55.93%。机器学习功能获取延迟大幅提高,可节省处理时间。升级还提高了机器学习功能的可用性、资源利用率和代码清理。Cloudflare计划进一步提高安全机器学习产品性能,并分享技术。

Every request, every microsecond: scalable machine learning at Cloudflare
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