Temporal optimization of data operations using distributed search and server management

A method, comprising:

• configuring a host group using a manifest file, the manifest file having a parameter used to identify a server associated with the host group, wherein the server is assigned to the host group based on a time range associated with a class, the class being used to determine a server type associated with the server;
• receiving a data file at a platform using an application programming interface;
• parsing the data file to generate a processed data file, the processed data file having a time characteristic associated with the data file;
• storing the data file at a location by comparing the time characteristic to the time range to determine the class, the server type, and the server on which to store the data file;
• reconciling the host group to determine whether the data file has changed;
• and
• modifying the data file by performing a data operation on the data file if the reconciling indicates the data file has changed.