Tag

kubernetes

Collective Communication Pattern: Improving Performance When Parameter Servers Become a Bottleneck

From Distributed Machine Learning Patterns by Yuan Tang

In this article, we introduce the collective communication pattern, which is a great alternative to parameter servers when the machine learning model we are building is not too large without having to tune the ratio between the number of workers and parameter servers.

Parameter Server Pattern: Tagging Entities in 8 Millions of YouTube Videos

From Distributed Machine Learning Patterns by Yuan Tang

In this article, we introduce the parameter server pattern which comes handy for situations where the model is too large to fit in a single machine such as one we would have to build for tagging entities in the 8 millions of YouTube videos.

Defining Infrastructure Declaratively with Crossplane

From Continuous Delivery with Kubernetes by Mauricio Salatino

This article discusses using Crossplane to provision real infrastructure in a declarative way.

Components of an Orchestrator

From Build an Orchestrator in Go by Tim Boring

This article covers

The evolution of application deployments
Classifying the components of an orchestration system

Implementing an Event-Based Collaboration using HTTP

From Microservices in .NET, 2nd Edition by Christian Horsdal Gammelgaard

Let’s talk about event-based collaboration. This is an important aspect of how microservices interact with each other.

Sending and Receiving CloudEvents

In case you missed it, here is Jacques Chester’s live Twitch coding stream recap. For more, check out the book: Knative in Action. For more live coding streams, subscribe to Manning’s Twitch channel here: https://www.twitch.tv/manningpublications

Testing Client-Side Load Balancing Strategies

From Istio in Action by Christian Posta

This article shows how to use Fortio for load testing.

What Is a Microservices Architecture?

From Microservices in .NET, 2nd Edition by Christian Horsdal Gammelgaard Find out exactly what a microservices architecture is in this article. Take 40% off Microservices in .NET, 2nd Edition by entering horsdal3 into the discount code ox at checkout at… Continue Reading →

Refactoring to Microservices

Let’s discuss how to refactor an existing monolith to microservices.

Infrastructure as Code: using Terraform to deploy Kubernetes and microservices

In this video, Ashley Davis demonstrates how to upgrade your infrastructure through code using Terraform.

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