Prediction-based load shedding for burst data streams

@article{Maison2011PredictionbasedLS,
  title={Prediction-based load shedding for burst data streams},
  author={Rafal Maison and Maciej Zakrzewicz},
  journal={Bell Labs Technical Journal},
  year={2011},
  volume={16},
  pages={121-132}
}
Overload management has become very important in telecommunication networks, especially in the case of monitoring network elements that generate time-varying and burst data streams. Efficient overload management improves the quality of provided services, reduces revenue leakage, and minimizes network failure detection time. We argue that in order to improve the quality of bursty data stream processing, data stream management systems (DSMS) should be introduced into network management… CONTINUE READING