Month: June 2019

Know How To Visualize Kubernetes Cluster with Elasticsearch and Kibana

In this article, you will learn how to publish Kubernetes cluster events data to Amazon Elastic Search using Fluentd logging agent. The data will then be viewed using Kibana, an open-source visualization tool for Elasticsearch. Amazon ES consists of integrated Kibana integration. We will walk you through with the following process: Creating a Kubernetes Cluster […]

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Introducing Deep Learning Containers: Consistent and portable environmentsIntroducing Deep Learning Containers: Consistent and portable environmentsSoftware Engineer

It’s easy to underestimate how much time it takes to get a machine learning project up and running. All too often, these projects require you to manage the compatibility and complexities of an ever-evolving software stack, which can be frustrating, time-consuming, and keep you from what you really want to do: spending time iterating and […]

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How to Design Your Serverless Apps for Massive Scale

Serverless is one of the hottest design patterns in the cloud today, allowing you to focus on building and innovating, rather than worrying about the heavy lifting of server and OS operations. In this series of posts, we’ll discuss topics that you should consider when designing your serverless architectures. First, we’ll look at architectural patterns […]

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Introducing Workload Identity: Better authentication for your GKE applicationsIntroducing Workload Identity: Better authentication for your GKE applicationsSoftware Engineer, GKE SecurityProduct Manager, Google Kubernetes Engine

An application has needs. Maybe it needs to connect to a data warehouse, or connect to a machine learning training set. No matter what your application needs to do, there’s a good chance it needs to connect to other services to get it done.  If that app runs on Kubernetes, this kind of authentication has […]

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5 frequently asked questions about Google Cloud Anthos5 frequently asked questions about Google Cloud AnthosProduct Manager, Anthos, Google CloudProduct Marketing Manager, Anthos, Google Cloud

In April, we introduced Anthos, Google Cloud’s new hybrid and multi-cloud platform that lets you build and manage modern hybrid applications across environments. Powered by Kubernetes and other open-source technologies, Anthos is the only software-based hybrid platform available today that lets you run your applications unmodified on existing on-premises hardware investments or in the public […]

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How to run evolution strategies on Google Kubernetes EngineHow to run evolution strategies on Google Kubernetes EngineML Strategic Cloud Engineer, Google Cloud JapanResearch Scientist, Google Brain Tokyo

Reinforcement learning (RL) has become popular in the machine learning community as more and more people have seen its amazing performance in games, chess and robotics. In previous blog posts we’ve shown you how to run RL algorithms on AI Platform utilizing both Google’s powerful computing infrastructure and intelligently managed training service such as Bayesian […]

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3 cool Cloud Run features that developers love3 cool Cloud Run features that developers loveProduct Manager

Earlier this year, we announced Cloud Run, a managed serverless compute platform for stateless containers. Cloud Run abstracts away infrastructure management, and makes it easy to modernize apps. It allows you to easily run your containers either in your Google Kubernetes Engine (GKE) cluster with Cloud Run on GKE or fully managed with Cloud Run. […]

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FICO: Fraud Detection and Anti-Money Laundering with AWS Lambda and AWS Step Functions

In this episode of This is My Architecture, filmed in 2018 on the last day of re:Invent (a learning conference hosted by Amazon Web Services for the global cloud computing community), FICO lead Software Engineer Sven Ahlfeld talks to AWS Solutions Architect Tom Jones about how the company uses a combination of AWS Lambda and […]

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On a quest: Learn GKE security and monitoring best practicesOn a quest: Learn GKE security and monitoring best practicesGoogle Cloud Training & Certification team

Whether you’re running Kubernetes yourself, using our Google Kubernetes Engine (GKE) managed service, or using Anthos, you need visibility into your environment, and you need to know how to secure it. To help you on your way, there are two new educational resources to teach you application observability and security best practices for using Kubernetes […]

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Updates to Serverless Architectural Patterns and Best Practices

As we sail past the halfway point between re:Invent 2018 and re:Invent 2019, I’d like to revisit some of the recent serverless announcements we’ve made. These are all complimentary to the patterns discussed in the re:Invent architecture track’s Serverless Architectural Patterns and Best Practices session. AWS Event Fork Pipelines AWS Event Fork Pipelines was announced […]

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