Best ChatGPT prompts for Computer Network Architects

Given a network with 500 nodes, 2000 edges, and an average node degree of 8, using the Barabasi-Albert model for scale-free network generation, and considering traffic patterns that follow a power-law distribution with an exponent of 2.5, design an optimized network architecture that minimizes latency and maximizes throughput, taking into account the placement of 10 edge routers, 5 core routers, and 20 switches, and provide a detailed topology map, including node and edge attributes, in a format compatible with GraphML.

Analyze the network traffic logs from the past 24 hours, which show a recurring pattern of congestion on the 10Gbps link between the core router and the edge router, and identify the top 5 contributing factors, including packet loss rates, jitter, and throughput, using a combination of statistical methods and machine learning algorithms, such as Random Forest and Gradient Boosting, and provide a ranked list of recommendations for mitigating the congestion, along with a step-by-step plan for implementing the changes, including any necessary updates to the network configuration files.

Create a Python script that generates a set of deployment scripts for a network architecture consisting of 5 virtual machines, each running a different network function, including a firewall, a load balancer, and a router, using the AWS Cloud Development Kit (CDK) and the AWS CLI, and include the necessary dependencies, such as the AWS SDK and the network function libraries, and provide a detailed explanation of the script's architecture and how it can be customized to support different network topologies and functions.

Review the configuration code for a Cisco IOS-based router, which consists of 500 lines of IOS syntax, and identify areas for optimization, including redundant or unnecessary configuration statements, and provide a refactored version of the code that improves readability, reduces complexity, and minimizes the risk of errors, using a combination of manual review and automated tools, such as Cisco's IOS Configuration Auditor, and include a step-by-step explanation of the changes made and the reasoning behind them.