2026年10月乌克兰无人机袭击Yandex数据中心后，外界猜测俄罗斯机器人网络瘫痪。Cloudflare分析显示，Yandex搜索ASN流量下降主要因合法爬虫减少；Yandex云ASN的恶意扫描虽短暂下降，但赌博等自动化攻击迅速迁移至其他俄罗斯主机商，指纹相同，总量基本持平。结论：网络中断不等于威胁消失，防御应关注请求行为而非流量来源。

Authors: Divya Gadde, Ko-Jen Hsiao, Dhaval Patel and Moumita BhattacharyaThe motivation for building the Netflix Foundation Model for personalization was laid out in this previous blog post. The...

by Olek Gorajek, Samuel Redai, Yian ShangIntroOur Netflix journey from data to dashboards, particularly within the space of the experimentation platform, always presented a unique set of...

By Kevin Zielnicki, Guy Aridor, Aurélien Bibaut, Allen Tran, Winston Chou, and Nathan KallusIntroductionPersonalization is everywhere on the internet. It shapes the products we discover, the...

By Oleksii Tkachuk, Rajiv Shringi, Chris Lohfink, Abe Ratnofsky, Kartik SathyanarayananIntroductionIn an earlier post, we introduced the TimeSeries Abstraction, our high-throughput, low-latency...

By Yogesh NagarurIntroductionIn Part 1 of this series, we shared how Netflix built the Ads Event pipeline and approached it as a system design problem: replacing fragmented pipelines with a...

Netflix Conductor : The Next Chapterby Aravindan Ramkumar on behalf of the Conductor teamConductor is the workflow orchestration engine Netflix uses to stitch micro-services into reliable,...

By Prashanth Gedde NarayanaswamyAs one of Netflix’s largest and critical data pipelines, member-sessionizer consolidates tens of billions of hourly client events, encompassing user taps,...

By Emma Yanyang Kong, JJ Tan, Ishan Gupta, Lars Olds, Claire Campbell, David Fagnan, Ratna Kavuri, Rohan Gosain, Veli Balin, Minsu Jang, Louis GarciaIntroductionAny team generating text with an...

By Violetta Pidvolotska and Naveen MareddyStratum is Netflix’s internal serverless media processing platform, shaped by over a decade of experience developing large-scale distributed systems. It...

Authors: Nick Rutigliano, Argha C, Samartha ChandrashekarHow we detect failing GPUs and network fabric, remediate machines automatically, and let long-running jobs survive hardware loss.Open...