Recent distributed computing technologies are primarily oriented towards availability and reliability in the versatile environments. For data availability, replication is widely used in distributed environments to reduce the access cost and improve the overall performance. This paper addresses the one of the main issues in maintaining consistency in replica management particularly; effective local consistency management using optimized Distributed Spanning Tree models. The proposed approach leads to maintain the effective local consistency in the Ad Hoc Networks. This paper evaluates the efficiency of existing techniques along with the proposed approach in the view of promoting the proposed model and the promising results support the same.