This paper reviews the concept of designing an open, horizontally scalable distributed information and computing environment, presented in the form of decentralized resource architecture (including computing nodes, storage nodes, communication channels) with decentralized computations and data management. The distributed infrastructure divided into two main components, the computational cluster and the storage cluster. Management of the cluster assigned to specialized frameworks - the infrastructure manager, network manager, computing manager, storage manager, authorization manager, web manager, upload manager. This paper shows the results of a practical study of the processed meteorological parameters obtained with standard ultrasonic weather station on the developed information-computational environment.