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Installing LAMP Server on Localhost on Ubuntu

When you start learning Linux sysadmin, one of the common tasks you'll come across is installing the LAMP server.LAMP is a tech stack that refers to the collection of the following software required to...

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How to Automatically Update AWS ECR Token in Kubernetes with CronJobs

Do you use AWS Elastic Container Registry (ECR) to store and manage your Docker images? In that case, you may have encountered a problem: the ECR token expires every 12 hours, and you need to renew it...

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Proxmox Series #1: Installing Proxmox

Proxmox is one of my favorite hypervisors because of its flexibility, the fact that it basically costs nothing unless you need support, and the fact that it is fairly simple to get the hang of and use...

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Proxmox Series #2: Creating a Linux Virtual Machine

In the first part of the Proxmox series, I showed you how to install the Proxmox hypervisor. In this chapter, I will give you an overview of how to use Proxmox, including creating and using virtual...

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Proxmox Series #3: Creating Containers in Proxmox

In the earlier chapters of the Proxmox series, you learned to install Proxmox and create new virtual machines in it.Proxmox is different as it also allows you to create containers. As you may know,...

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Proxmox Series #4: Adding Shared Storage to Proxmox Installation

So far in this Proxmox series, you have learned about installing Proxmox and creating virtual machines and containers.In this part, you'll learn about adding shared storage in Proxmox.Proxmox VE...

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Proxmox Series #5: Backup and Restore Virtual Machines

We should all be doing these. Backing up ensures that if something happens to your virtual machine(s), you have a second unaffected copy that you can restore. Proxmox happens to have a handy...

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Proxmox Series #6: Clones and Templates of Virtual Machines

Sometimes you encounter a situation where you have a VM configuration that you need to duplicate exactly. Maybe it's to deploy servers, or maybe it's for testing. And in the same sense, it's wise to...

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Installing a Private GitLab CE Server with PostgreSQL

GitLab is great for programming collaboration, but as I've found out, it's become very useful to me for writing. I use it to keep track of revisions and my work in general. But I like to tinker, so I...

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Deploying Convolutional and Transformer-based Generative Models as...

Interested in AI? I am adding the AI touch to LHB with this tutorial on deploying convolutional and transformer-based generative models as microservices on Kubernetes, with containerized model serving...

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Proxmox Series #7: Upgrading Proxmox version

Proxmox 8.0 was released on June 22, 2023, and it's full of exciting new features. Among the highlights are the following straight from the official Proxmox forum:Debian 12, but using a newer Linux...

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Proxmox Series #7: Clustering and High Availability

One of my favorite features of Proxmox is its ability to form clusters from multiple nodes (servers).For example, if you have 3 physical servers with Proxmox installed on each of them, you can cluster...

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Jenkins on EC2: Automating Deployment with Terraform

Jenkins is a popular open-source automation server that can be used to implement continuous integration and continuous delivery pipelines for software projects. It allows you to build, test, and deploy...

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Boost Machine Learning Model Training Performance on Hybrid Cloud Platforms

Machine Learning models often require a lot of computing resources and time to train, especially when dealing with large and complex datasets. This can be challenging and costly for many organizations...

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Serverless vs Containerized Deployments: Which One is Better for Real-Time ML...

Machine learning (ML) models are becoming more and more popular. However, deploying ML models to production is not a trivial task. It requires careful consideration of the trade-offs between...

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Automate Hyperparameter Tuning and Experiment Tracking for Cloud-Based Training

If you are a machine learning practitioner, you probably know how tedious and time-consuming it can be to find the optimal set of hyperparameters for your model.Hyperparameters are the configuration...

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Test and Benchmark Distributed Training on GPU Clusters with PyTorch and...

Distributed training is a technique that allows you to train deep learning models on multiple GPUs or machines in parallel. This can speed up the training process, reduce the memory usage, and enable...

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