With the rapid growth of information technology, controlling the synchronization of large-scale networks has become more challenging and costly. To address this, we propose a scalable regulation scheme of cluster synchronization in a directed complex semiconductor lasers (SLs) network. The stability of chaotic synchronization for the entire network could be scalably regulated by only modifying the parameters of the driver cluster based on the hierarchical dependency of cluster synchronization in directed network, thus improving the control efficiency and reducing costs. The influence of parameters associated with the driver cluster is discussed systematically, and we numerically and experimentally demonstrate that a complex SLs network could achieve ideal cluster synchronization with the introduction of the proposed scalable regulation scheme. At last, encrypting and decrypting images is realized by leveraging the controlled chaotic cluster synchronization in complex, SLs networks.
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