Visualization of simulation results using Matplotlib; interactive GUI is also available Flexible and customizable thanks to pure Python implementation; can also be directly integrated with other Python-based frameworks, such as PyTorch for deep reinforcement learning traffic control The main code uxsim.py...
mxnet.visualization.plot_network(symbol, title='plot', save_format='pdf', shape=None, dtype=None, node_attrs={}, hide_weights=True) 参数: title:(str, optional) - 生成的可视化的标题。 symbol:(Symbol) - 计算图中的符号。生成的有向图将可视化计算所需的计算图部分symbol. shape:(dict, optiona...
Course DescriptionWelcome to the world of network analytics and visualization in Python, where data connections turn into valuable insights! This course is your comprehensive guide to understanding and applying graph analytics and visualization techniques using Python. Whether you’re a data scientist eage...
python analyze_traffic.py The script will: Analyze the PCAP file Generate a report of findings Create visualizations of the traffic patterns Save the visualization as 'ip_pattern_analysis.png' Configuration You can adjust the scanning threshold by modifying the threshold parameter when initializing the...
Another key motivation for using network simulators in mobile networks is to evaluate the network’s performance under various network conditions, such as different traffic loads, mobility patterns, and environmental conditions. Network simulators can simulate a wide range of network conditions, allowing ...
Analyzing flow data also allows for detecting malicious network traffic. But even gathering flow data has a high computational cost, so routers usually apply a sampling rate to generate flows. This sampling reduces the computational load on routers, but much information is lost. This work aims to...
Visualization of data leakage In the second use case, we show that data leakage as small as a few megabytes becomes well visible in Hviz. The reason is that Hviz scales nodes according to outgoing traffic volume. To create a scenario that is more challenging than a simple file upload, we ...
Any network can be represented as a hive plot (e.g.gene regulation, protein-protein interaction, internet traffic, user space in a social network, etc). When the axis segments are interpreted as sequence, the plot can show three-way alignment and conservation (e.g. Figure 3 inFusobacterium...
While deep learning has become the go-to method for image denoising due to its impressive noise removal capabilities, excessive network depth often plagues existing approaches, leading to significant computational burdens. To address this critical bottle
Protocol distribution and traffic rate visualization Active connections display DNS resolution for IP addresses Installation Prerequisites C++ Compiler: Ensure you have a C++ compiler installed (e.g., g++). Python: Install Python 3.x and pip. SQLite3: Ensure SQLite3 is installed for database operat...