Introduction In the digital age, reliable internet service is crucial for millions of users and businesses worldwide. Recent incidents of internet outages affecting Amazon Web Services (AWS), one of the largest cloud computing platforms, have raised alarm among both consumers and enterprises. These outages not only disrupt daily activities but also highlight the challenges of