Compatibility issues in containerization include kernel dependencies, where applications may require specific kernel versions that differ from the host OS. Networking conflicts can arise when containers compete for ports, IP addresses, or clash with host network configurations. Additionally, inadequate allocation of CPU, memory, or I/O resources can lead to performance degradation or failures in containerized applications.