The invention discloses an online processing method and system oriented to streamed data. The method comprises the following steps: 1, establishing an online memory cache layer, extracting the property of the streamed data according to a key value structure, and storing in the online memory cache layer; 2, establishing a hybrid index structure for the streamed data in the memory cache layer; 3, adding an access flag bit to each streamed datum for which the index structure is established, and recording the access state of the streamed data by each analysis program, wherein the flag bits are used for flagging the register condition of the streamed data by different analysis programs; 4, cleaning data: if a certain streamed datum is accessed by all specified analysis programs in the memory cache layer, cleaning the streamed datum. By adopting the method and the system, the data reading and writing stress in a streamed processing procedure is reduced greatly, the stress of a database in a large-scale streamed data processing system can be effectively relieved, and the real-time processing speed of the streamed data can be increased.