Sentence examples for large data streams from inspiring English sources
On the other hand, wireless sensor networks (WSNs) are generating large data streams at massive scales.
The high performance of the algorithm makes it viable for real-time visualizations of live and large data streams.
It is obvious that the SISD structure is flexible for symbol operations but has low capability for large data streams.
Corporate data mining faces the challenge of systematic knowledge discovery in large data streams to support managerial decision making.
The collection of large data streams from Web users' personal data streams (click-streams, ambulation activities, geo-locations, and health records) and integration of those data streams with personalized services is a key challenge [34].
Complex Event Processing (CEP) is an event-based technology that allows us to process and correlate large data streams in order to promptly detect meaningful events or situations and respond to them appropriately.
The vision tasks in the data process level are characterized by a large data stream with simple operations, such as convolution, edge extraction, and line detection.
Taking the railway signal multiple information train positioning data as an example, a real-time processing method of railway large data stream based on Storm was proposed.
By contrast, the SIMD structure is highly efficient for large data stream with simple operations, but low capability for complex operations.
In order to possess of both efficiency the large data stream operations and flexibility for symbol operations, Hsiao et al. presented an FPGA + ARM (Advanced RISC Machines) architecture of their LDWS [23].
An alternate FFT has also been proposed in [12], which optimizes FFT's performance via three efficient memory access schemes:(1) shared memory is used when the size of data set is small, (2) coalesced global memory access scheme is employed for large size, and (3) a hierarchical memory access method is to compute large data stream's FFT by combining the FFTs of smaller data with share memory.
