Quantum control systems are being held back by a significant memory bottleneck, stemming from limited on-chip BRAM capacity, which hinders the development of more precise quantum devices and higher circuit throughput1. This bottleneck is a major obstacle to advancing quantum computing, as it restricts the complexity of experiments that can be conducted and the number of applications that can be validated. To overcome this limitation, researchers are exploring new approaches to quantum control systems, focusing on innovative memory management techniques. By breaking through this memory bottleneck, quantum computing can achieve higher precision and throughput, enabling more sophisticated experiments and applications. This, in turn, can lead to significant breakthroughs in fields such as cryptography and materials science. The ability to conduct more precise experiments and achieve higher circuit throughput is crucial for the development of practical quantum computing applications, so addressing this memory bottleneck is essential for unlocking the full potential of quantum computing.