An efficient data collection scheme plays an important role for the real-time intelligent monitoring in many machine-to-machine (M2M) networks. In this paper. a distributed joint cluster formation and resource allocation scheme for data collection in cluster-based M2M networks is proposed. Specifically. https://pipingrockers.shop/product-category/hops/