Third, since we cannot control the order of the data arrival, critical to consider the order of the arrived data values, hence their temporal attribute is essential.
If there is unoccupied bandwidth by prioritized calls upon the arrival of a new or handoff data calls, arriving data calls use the remaining bandwidth from the prioritized calls.
The bottom three layers provide for the timely and correct transfer of data, and the top four ensure that arriving data are recognizable and useful.
Specifically, exogenously arriving data is not directly admitted to the network layer.
Incremental learning algorithms employ a method of updating a single model by incorporating newly arrived data.
The default setting in the simulation was 20 downlink connections with an 800-kbps arriving data rate.
The data stream clustering algorithm adopts an online/offline two-stage processing framework, and a new micro cluster characteristic vector to maintain the arriving data objects dynamically.
Thus, the scheduler can be easily implemented by time stamping arriving data packets of all MSs, and/or keeping track of the corresponding queue lengths.
The proposed condition prediction method can be initiated by a small chunk of monitoring data and it can be updated by newly arrived data at very fast speed during the online prediction.
Different from those conventional recursive formulations, the proposed formulation involves a pairwise cost function which pairs up a newly arrived data point with those of opposite class in stored data.
