Improving Stream Load Balance through Shedding

The increasing demand for real-time processing has contributed to the rapid evolution of Stream Processing Engines (SPEs). Low operational cost and timely delivery of results are important objectives, whose achievement relies on efficient load distribution. However, given the volatile nature of data, and the limitations of existing stream partitioning techniques, those objectives can not be met. I...