EFFICIENTLY MONITOR COSTS IN AZURE
There are a few ways to monitor costs in Azure. One way is to use the Azure Cost Management + Billing portal. This portal provides a graphical interface that you can use to view your costs over time, track your spending against budgets, and identify areas where you can save money.
KUBEFLOW: ML WORKFLOW MANAGEMENT
Kubeflow is an open-source platform for machine learning and MLOps on Kubernetes. It provides a set of tools and components that make it easy to deploy, manage, and scale machine learning workflows on Kubernetes.
KAFKA VS APACHE BEAM: STREAMING COMPARED
Confluent Kafka and Apache Beam are both open-source platforms for streaming data. However, they have different strengths and weaknesses.
CLOUD GOTCHAS 2
Serverless
Serverless is great. You create your services and hand them over to AWS Lambda/GCP Cloud Run/Azure Functions and let them rip. Your system can scale up to hundreds of instances and quickly service your clients. However, you must consider
CREATING KUBERNETES CLUSTERS ON AZURE
Here is a Terraform file that you can use to create a Kubernetes cluster in Azure:
ADD NOTICE BOXES TO HUGO CONTENT
The notice shortcode supports three different types of disclaimers. These are as following:
CLOUD GOTCHAS 1
Since 2017 I’ve been involved in a wide variety of “cloud” projects and there’s some common myths I’ve observed.
CONVERT GCP PROJECTS TO TERRAFORM
It can be tough to try to reverse engineer an existing project that has never used terraform. Terraformer can look at an existing project and generate the corresponding terraform code for you. I tried it out on an existing legacy project which used Google Cloud Storage, BigQuery and various service accounts. The setup was a little tricky so I put together a script to simply things. The script assumes you have gcloud setup or a service account key/impersonation and you may need to adjust the –resources parameter.
FIX CHROMEDRIVER CRASHES ON RASPBERRY PI
Upgraded to chromedriver 99.0.4844.51 on Raspbian(bullseye) and seeing this in your chromedriver.log?