Sentence examples for fluctuating network from inspiring English sources

This property is important for content adaptation due to fluctuating network conditions.

Tuning methods are provided for the NN weights to estimate the unpredictable and statistically fluctuating network traffic.

Content providers seem to be well aware of the fluctuating network: During peak hours they proactively limit the video resolution to lower quality SD.

In order to adapt video files for fluctuating network conditions, the network transmission mechanisms [10, 11] dynamically adapt video sequence by flexibly dropping portions of elements in a video file, such as enhancement layers, and frames, etc.

This enables the codec to support some desynchronization between the encoder and the decoder, which is particularly helpful to adapt on the fly pre-encoded content to fluctuating network resources and/or user preferences in terms of regions of interest.

Heterogeneous network structure requires the transmission of multimedia files adapted to fluctuating network condition in order to achieve good multimedia service quality, while saving network resources and preventing network congestion.

The importance of reproducibility is essential if any co-fluctuating networks were to be tested experimentally; mutagenesis of groups of residues followed by tests of fold or function are difficult and laborious, and experimentalists should not waste time testing non-robust (non-reproducible) predictions.

Thus, in the firing regime that we have studied, with background miniature release and with fluctuating inputs, networks composed only of integrators generate reliable oscillations only in a PING scenario.

Because of spontaneous activity and STDP, synaptic strengths fluctuate, randomly activating and deactivating synapses; therefore, the functional connectivity of the network fluctuates, allowing patterns of connections that would otherwise be inaccessible in a static architecture.

From their individual or joint tuning, the achieved performance in the mesh network fluctuates significantly.

Since the loss rate could fluctuate under dynamic network conditions, we smooth theloss rate using the exponential weighted moving average like the following formula.