METHODS AND SYSTEMS FOR RESILIENT, DURABLE, SCALABLE, AND CONSISTENT DISTRIBUTED TIMELINE DATA STORE

The present disclosure discloses methods and systems for managing data in a database in accordance with a data model, henceforth referred to as a "timeline store" or "timeline model". The method includes mapping each data reference of one or more data references with a data value of a block of data in a data store. Then, each key reference of one or more key references is mapped with at least one pair of a time reference and the data reference in a timeline store, the time reference determines a point in time at which the key reference is assigned the pair of the time reference and the data reference. Thereafter, the data model is queried to retrieve a set of key references mapped to data references based on a specific ranges of keys and time or time intervals. Finally, the data model is queried to retrieve the raw data bytes associated/mapped with/to any desired data reference.