The conventional decision making methods for petrochem. enterprises were analyzed and compared with cloud computing technol. For optimizing the collaborative decision making by using the MapReduce-distributed processing framework. This framework benefited from an advantage of parallel processing the cloud-computing technol. to reorganize the decision members in particular departments. This reorganization allowed decision members of an improvement of the collaboration with each other and achieving an optimized enterprise resource data processing capability from multiple systems.