APPARATUS, SYSTEMS, AND METHODS FOR BATCH AND REALTIME DATA PROCESSING
5 Assignments
0 Petitions
Accused Products
Abstract
A traditional data processing system is configured to process input data either in batch or in real-time. On one hand, a batch data processing system is limiting because the batch data processing often cannot take into account any data received during the batch data processing. On the other hand, a real-time data processing system is limiting because the real-time system often cannot scale. The real-time data processing system is often limited to dealing with primitive data types and/or a small amount of data. Therefore, it is desirable to address the limitations of the batch data processing system and the real-time data processing system by combining the benefits of the batch data processing system and the real-time data processing system into a single data processing system.
25 Citations
24 Claims
-
1-23. -23. (canceled)
-
24. A computing system for generating a summary data of a set of data, the computing system comprising:
-
one or more processors configured to run one or more modules stored in non-tangible computer readable medium, wherein the one or more modules are operable to; receive a first set of data and a second set of data; process the first set of data to format the first set of data; generate a first summary data; process the second set of data; generate a second summary data; determine a difference between the first summary data and the second summary data; and update a data store based on the difference between the first summary data and the second summary data.
-
Specification