Evaluation of Load Prediction Techniques for Distributed Stream Processing

Kordian Gontarska,Morgan Geldenhuys,Dominik Scheinert,Philipp Wiesner,Andreas Polze,Lauritz Thamsen

2021 IEEE International Conference on Cloud Engineering (IC2E)（2021）

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摘要

Distributed Stream Processing (DSP) systems enable processing large streams of continuous data to produce results in near to real time. They are an essential part of many data-intensive applications and analytics platforms. The rate at which events arrive at DSP systems can vary considerably over time, which may be due to trends, cyclic, and seasonal patterns within the data streams. A priori know...

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Training,Deep learning,Web 2.0,Training data,Real-time systems,Resource management,Task analysis

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