Articles about storage, backup, virtualization, technology, innovation, programming, leadership, management,... etc
Articles about storage, backup, virtualization, technology, innovation, programming, leadership, management,... etc
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 […]
Configuring SAML for Single Sign-On (SSO) involves several steps to integrate an Identity Provider (IdP) with a Service Provider (SP). Below is a general guide to configuring SAML for SSO: Step 1: Understand SAML Roles Identity Provider (IdP): The system providing user authentication (e.g., Azure AD, Okta, Ping Identity). Service Provider (SP): The system relying […]
Securing APIs is critical in any IT environment, as APIs are often the gateway to sensitive data and functionality. Below are best practices for securing APIs to ensure robust protection and minimize vulnerabilities: 1. Use Strong Authentication and Authorization Authentication: Require API consumers to authenticate using secure methods such as OAuth 2.0, OpenID Connect, or […]
Troubleshooting DNS resolution issues is a critical task in IT infrastructure management as DNS is fundamental to network communication. Here’s a step-by-step approach to identify and resolve DNS-related problems: 1. Verify the Problem Symptoms: Identify if the issue is affecting specific systems, services, or the entire network. Ping Test: Try pinging the hostname (e.g., ping […]
Managing a multi-GPU setup for deep learning requires careful planning, configuration, and monitoring to ensure optimal performance, scalability, and reliability. Here are the key steps and best practices to help you effectively manage multi-GPU setups: 1. Choose the Right Hardware GPU Selection: Select GPUs that are optimized for deep learning workloads, such as NVIDIA A100, […]
Implementing custom metrics in Kubernetes Horizontal Pod Autoscaler (HPA) allows you to scale your application based on metrics that are specific to your use case rather than default metrics like CPU or memory usage. Here’s a step-by-step guide to implementing custom metrics for HPA: 1. Understand HPA and Custom Metrics HPA relies on the Kubernetes […]
