• Adaptive Load Shedding for Windowed Stream Joins 

      Gedik, Bugra; Wu, Kun-Lung; Yu, Philip S.; Liu, Ling (Georgia Institute of Technology, 2005)
      We present an adaptive load shedding approach for windowed stream joins. In contrast to the conventional approach of dropping tuples from the input streams, we explore the concept of selective processing for load shedding, ...
    • GRUBJOIN: An Adaptive Multi-Way Windowed Stream Join with Time Correlation-Aware CPU Load Shedding 

      Gedik, Bugra; Wu, Kun-Lung; Yu, Philip S.; Liu, Ling (Georgia Institute of Technology, 2005)
      Dropping tuples has been commonly used for load shedding. However, tuple dropping generally is inadequate to shed load for multiway windowed stream joins. The output rate can be unnecessarily and severely degraded because ...