Summary
As cloud computing, artificial intelligence infrastructure, and internet services continue to grow, it becomes increasingly important to monitor the large networked systems that support communication, commerce, education, health, and science. These systems include massive collections of servers, network devices, storage services, and software components that must work together reliably and efficiently. However, the data generated about network traffic, resource usage, and failures can be too large to analyze in full, especially when operators need answers in real time. This project develops an