This research uses the group cooperation model for the HES to implement the efficient service by using components and objects interactions. This provides QoS by using replication and adaptive load distribution schemes. The communication of the components is based on multi-agents for effective coordination of tasks. Services are consisted of one or more objects where a single object is considered a specific data mining tool. A group of objects or services is managed by the agent manager (AM) where it chooses the
necessary objects from the replica server. The effective coordination of the client request is managed by the proposed agent manager. The global load monitor, agent load analyzer and agent forwarder manage the flow of the adaptive scheme to implement the efficient
distribution of loads by using the function analysis from the group cooperation model.