中国零售巨头京东拥有超过 3 亿活跃用户,去年收入达到 557 亿美元,树立了超大规模运营的典范。 具体而言,京东产品数据库包含超过一万亿幅顾客图片,每天新增图片数量达到 1 亿幅。这一庞大的数据量需要具备即时可访问性,以成就流畅的在线顾客体验。 京东首席架构师刘海锋表示,2014 年,京东使用 OpenStack 和 Docker 将其应用迁移到在裸机上运行的容器中,以“加速计算资源交付,大幅简化运营”。他补充道,然而,到 2015 年年底,数十万个节点运行在多个数据中心内,“由于我们的平台不够强大,我们遇到了许多问题和瓶颈,包括可扩展性问题。我们需要强大的基础设施驱动未来 5 年的发展。” 在考虑多项编排技术后,京东最终决定采用 Kubernetes 支持其不断增长的集群。刘海锋表示:“对我们而言,Kubernetes 的主要优势是能够大幅简化应用部署,显著提升其效率和可扩展性,而且可帮助我们实施灵活的平台调度。” 此外,Kubernetes 基于 Google Borg,这也增强了京东对 Kubernetes 的信心。他的团队非常看重 Kubernetes 拥有清晰、简单的架构,而且主要使用了在京东广受欢迎的 Go 语言进行开发。 刘海锋表示,京东是在 Kubernetes“还不够成熟时义无反顾地采用了这一应用。” 他的团队花费了一年的时间开发基于 Kubernetes…
Planet-scale ML workflows with advanced data management on Kubeflow
In this webinar, we’re going to demonstrate a multi-cloud ML workflow with advanced data management on Kubeflow. We will showcase how a Data Scientist can set up their own ML development environment in minutes, start working…
KubeCon + CloudNativeCon North America 2018, held in Seattle at the Washington Convention Center Dec. 10 -13, was sold out with more than 8,000 Kubernetes customers and partners in attendance, an incredible 83 percetn increase from…
Cortex: a multi-tenant, horizontally scalable Prometheus-as-a-Service
Prometheus is one of the standard-bearing open-source solutions for monitoring and observability. From its humble origins at SoundCloud in 2012, Prometheus quickly garnered widespread adoption and later became one of the first CNCF projects and just the second to…
Closing out 2018 with a top-notch cloud native community event!
With KubeCon Seattle now behind us, here’s a snapshot of all the cloud native goodness at our most jam-packed show to date. The sold-out KubeCon + CloudNativeCon North America 2018 had the largest attendance and waiting…
If you haven’t set foot in a school in awhile, you might be surprised by what you’d see in a digitally connected classroom these days: touchscreen monitors, laptops, tablets, touch tables, and more. One of the…
Woorank’s core product is a tool that enables digital marketers to improve their websites’ visibility on the internet. “We help them acquire lots of data and then present it to them in meaningful ways so they…
SiliconANGLE: "At KubeCon, serverless, mesh and DevOps announcements dominate"
The core Kubernetes codebase has begun to stabilize, a trend made apparent from the fact that there was only one new open-source code contribution announced so far at this week’s KubeCon + CloudNativeCon 2018 in Seattle.
GeekWire: "Crashing KubeCon: Has Istio become the new cloud-native darling?"
What a difference a year makes. Kubernetes has been one of the most prominent open-source projects in cloud computing over the last several years, sparking its own conference that more than 8,000 people are expected to…
SDxCentral: "Etcd joins CNCF’s growing cache of open source projects"
That list’s newest member was added today as etcd slid under that umbrella as an Incubating project. Etcd is the primary storage location for Kubernetes and needs to be established before Kubernetes can be run on…