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The Taub Faculty of Computer Science Events and Talks

PAT-CEP : Statistical Guarantee for ML-based Complex Event Processing
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Nadav Rubinstein (M.Sc. Thesis Seminar)
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Tuesday, 09.04.2024, 11:00
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Zoom Lecture:94644097135
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Advisor: Prof. Assaf Schuster and Dr. Yaniv Romano
In the landscape of data stream processing, the challenges posed by online problems are of paramount importance. This paper introduces a pioneering method tailored to address these challenges within the context of data streams. While our initial focus centered on Complex Event Processing (CEP) problems, it is essential to underscore the versatility of our approach, as it is equally applicable to a diverse range of online problems. To the best of our knowledge, there exists no comprehensive method in the existing literature that comprehensively tackles the intricacies of data streams in online problem-solving. This paper elucidates our innovative approach and its potential to redefine problem-solving methodologies across various online domains.