A method for data management comprises receiving a request from a remote computer system of a datacenter to retrieve data stored across a plurality of computer servers in a distributed manner. The data can be with respect to a state and/or attribute of the remote computer system of the datacenter. The request can be received at a first computer server dedicated to the remote computer system among the plurality of computer servers. The first computer server can generate a query to retrieve the data and direct the query to one or more other computer servers of the plurality of computer servers to retrieve the data. The data can be aggregated at the first computer server from the one or more other computer servers and transmitted to the remote computer system from the first computer server dedicated to the remote computer system.