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In this paper, we surveyed existing implementation experiences related to a multicast address resolution server (MARS) and multicasting server (MCS) supporting IP multicast over an ATM network. Also we proposed two models, the fully multiple MCS model and hybrid multiple MCS model, to support multiple MCSs over a single large cluster in ATM networks, and evaluated the performance of the fully multiple MCS model by simulation. When an ATM host requests joining a specific multicast group, the MARS designates a proper MCS among the multiple MCSs for the group member to minimize the average path delay between the sender and the group members. This scheme constructs a 2-phase partial multicast tree based upon the shortest path algorithm. We reduced the average path delay in the multicast tree using this scheme with various cluster topologies and MCS distribution scenarios, also with uniformly distributed load among multiple MCSs.