Hands-on learning lab: Stream Google Cloud data into Splunk Cloud
Posted on April 22, 2022, Level beginner Resource Length medium
If you haven't tried it yet, Google Cloud Skills Boost provides hands-on educational experiences so you can learn what you need to know about operating in the cloud. Labs from Google Cloud Skills Boost give users more than just a sandbox environment. By Brian Farnham.
Building a Data Lake on Google Cloud Platform
Posted on March 17, 2022, Level beginner Resource Length medium
When creating a platform, it's critical to have clearly defined customers and products that will benefit from it rather than building in a vacuum. By Javier Turegano Director, Software Engineering @slack.
How to create a storage bucket in the GCP cloud storage console
Posted on November 23, 2021, Level beginner Resource Length medium
Google Cloud provides three main services for different types of storage: Persistent Disks for block storage, Filestore for network file storage and Cloud Storage for object storage. In this blog, we are discussing the third Cloud storage for object storage in detail. By Gopal.
Using Terraform to deploy to EKS
Posted on November 20, 2021, Level intermediate Resource Length medium
Historically, companies have been restricted to manual solutions for maintaining IT infrastructure—but Infrastructure as Code (IaC) offers a different solution. By Lukonde Mwila.
Tags cloud containers gcp devops kubernetes
Zero trust workload security with GKE, Traffic Director, and CA Service
Posted on November 18, 2021, Level intermediate Resource Length medium
At the core of a zero trust approach to security is the idea that trust needs to be established via multiple mechanisms and continuously verified. Internally, Google has applied this thinking to the end-to-end process of running production systems and protecting workloads on cloud-native infrastructure, an approach we call BeyondProd. By Anoosh Saboori Product Manager, Zero Trust and Sanjay Pujare, Tech Lead, Proxyless gRPC Security.
How to build a serverless real-time credit card fraud detection solution
Posted on March 7, 2021, Level intermediate Resource Length medium
As businesses continue to shift toward online credit card payments, there is a rising need to have an effective fraud detection solution capable of real-time, actionable alerts. By Polong Lin and Pavan Kattamuri.
Tags serverless gcp infosec cloud lambda
Introducing real-time data integration for BigQuery with Cloud Data Fusion
Posted on February 4, 2021, Level beginner Resource Length short
Businesses today have a growing demand for real-time data integration, analysis, and action. More often than not, the valuable data driving these actions—transactional and operational data—is stored either on-prem or in public clouds in traditional relational databases that aren't suitable for continuous analytics. By Bhooshan Mogal.
Getting started with distributed TensorFlow on GCP
Posted on December 22, 2020, Level beginner Resource Length medium
For many in the world of data science, distributed training can seem a daunting task. In addition to building and thoughtfully evaluating a high-quality ML model, you have to be aware of how to optimize your model for specific hardware and manage infrastructure. By Nikita Namjoshi.
Stateful serverless on Google Cloud with Cloudstate and Akka Serverless
Posted on November 14, 2020, Level intermediate Resource Length medium
In recent years, stateless middle-tiers have been touted as a simple way to achieve horizontal scalability. But the rise of microservices has pushed the limits of the stateless architectural pattern, causing developers to look for alternatives. By James Ward, Developer Advocate at Google Cloud and Viktor Klang, Head of Cloud Engineering and Deputy CTO at Lightbend.
Tags akka streaming scala serverless gcp
EKS vs GKE vs AKS: Evaluating Kubernetes in the cloud
Posted on October 3, 2020, Level beginner Resource Length long
We are now six years past the initial release of Kubernetes, and it continues to be one of the fastest-growing open-source projects to date. By Michael Foster.
Tags devops cloud aws containers azure kubernetes gcp
Build your first data warehouse with Airflow on GCP
Posted on June 2, 2020, Level intermediate Resource Length medium
What are the steps in building a data warehouse? What cloud technology should you use? How to use Airflow to orchestrate your pipeline? By Tuan Nguyen.
Healthcare analytics platform reference architecture
Posted on May 23, 2020, Level intermediate Resource Length long
This document explains the architecture of the healthcare analytics platform—a set of tools on Google Cloud that helps you process clinical and operational healthcare data—to researchers, data scientists, IT teams, and business analysts. By cloud.google.com.