Articles about storage, backup, virtualization, technology, innovation, programming, leadership, management,... etc
Articles about storage, backup, virtualization, technology, innovation, programming, leadership, management,... etc
Configuring NVIDIA GPU drivers for deep learning workloads on Linux involves several steps to ensure your system is ready for high-performance computations. Here’s a detailed guide: 1. Check GPU Compatibility Verify your NVIDIA GPU model is supported for deep learning workloads by checking compatibility with CUDA and cuDNN libraries on the NVIDIA website. 2. Prepare […]
Scaling GPU resources for AI training involves several considerations, including hardware, software, workload management, and infrastructure planning. Here are the steps to effectively scale GPU resources: 1. Assess Workload Requirements Understand the Model: Determine the size and complexity of the AI model you’re training. Larger models (e.g., transformer-based models like GPT) require more GPU memory […]
Troubleshooting virtual machine (VM) performance issues requires a systematic approach to identify the root cause. Performance problems can arise from resource bottlenecks, misconfigurations, or underlying hardware issues. Here’s a step-by-step guide to troubleshooting VM performance issues: Step 1: Define the Scope of the Problem What is slow? Identify if the issue is related to CPU, […]
Configuring Kubernetes Network Policies for pod-to-pod communication involves defining rules that control the traffic flow between pods. Network Policies are a Kubernetes resource that helps secure your cluster by limiting communication between pods based on labels, namespaces, and IP blocks. Here’s a step-by-step guide: 1. Prerequisites Network plugin: Ensure your Kubernetes cluster is using a […]
Troubleshooting firewall rule conflicts in IT infrastructure requires a systematic approach to identify and resolve the issue effectively. Here’s a step-by-step guide: 1. Understand the Environment Review Firewall Placement: Identify where the firewall is located (datacenter edge, internal zones, Kubernetes cluster, etc.). Document Dependencies: List the systems, servers, and applications affected by the firewall rules. […]
Managing Kubernetes secrets effectively is crucial to maintaining the security and integrity of your applications and infrastructure. Here are the best practices for handling Kubernetes secrets: 1. Use Kubernetes Secrets Object Store sensitive information like passwords, API keys, and certificates in Kubernetes Secret objects rather than embedding them directly in configurations or environment variables. Secrets […]