# Big Data - [opensourceforu.com: Kubernetes Adoption Widespread for Big Data: Survey](https://www.opensourceforu.com/2021/12/kubernetes-adoption-widespread-for-big-data-survey/?amp) ## Apache Spark * [itnext.io: Migrating Apache Spark workloads from AWS EMR to Kubernetes](https://itnext.io/migrating-apache-spark-workloads-from-aws-emr-to-kubernetes-463742b49fda) * [towardsdatascience.com: How to guide: Set up, Manage & Monitor Spark on Kubernetes](https://towardsdatascience.com/how-to-guide-set-up-manage-monitor-spark-on-kubernetes-with-code-examples-c5364ad3aba2) * [tomlous.medium.com: CI/CD for Data Engineers. Reliably Deploying Scala Spark containers for Kubernetes with Github Actions](https://tomlous.medium.com/ci-cd-for-data-engineers-68b0fd915545) * [datamechanics.co: Apache Spark 3.1 Release: Spark on Kubernetes is now Generally Available](https://www.datamechanics.co/blog-post/apache-spark-3-1-release-spark-on-kubernetes-is-now-ga) * [dzone: Run and Scale an Apache Spark Application on Kubernetes](https://dzone.com/articles/run-and-scale-an-apache-spark-application-on-kuber) Learn how to set up Apache Spark on IBM Cloud Kubernetes Service by pushing the Spark container images to IBM Cloud Container Registry. * [dzone: Quickstart: Apache Spark on Kubernetes](https://dzone.com/articles/quickstart-apache-spark-on-kubernetes) See how to run Apache Spark Operator on Kubernetes. * [dzone: Running Apache Spark on Kubernetes](https://dzone.com/articles/running-apache-spark-on-kubernetes) This article covers using Spark on K8s to overcome dependency on cloud providers and running Apache Spark on Kubernetes. * [cloud.redhat.com: Getting Started running Spark workloads on OpenShift](https://cloud.redhat.com/blog/getting-started-running-spark-workloads-on-openshift) * [medium: Running Apache Spark on Kubernetes](https://medium.com/empathyco/running-apache-spark-on-kubernetes-2e64c73d0bb2) Using Spark on K8s to overcome dependency on cloud providers