lolpop is a software engineering framework for machine learning workflows. The overarching goal is to provide a framework that can help unify data science and machine learning engineering teams. We ...

Abstract: Logs generated by large-scale software systems provide crucial information for engineers to understand the system status and diagnose problems of the systems. Log parsing, which converts raw ...

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Abstract: This experience paper describes thirteen considerations for implementing machine learning software defect prediction (ML SDP) in vivo. Specifically, we provide the following report on the ...

Software Security A free chicken nugget hack helped uncover multiple McDonald's cybersecurity fails: 'All I had to do was change login to register in the URL' to access 'highly confidential and ...

Struggling to navigate complex deep learning research? This guide helps software engineers efficiently read and understand deep learning papers, breaking down key concepts and tips for practical ...

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