Cloud-based forensics is increasingly necessary but difficult to perform due to fragmented data transmission, timing issues, and lack of understanding of cloud service provider protocols. These issues are especially concerning given the rising number of connected devices and storage facilities, which have led to more cybercrime cases needing analysis. Advancements in technology, such as AI, IoT, and mobile computing, have exacerbated this problem.