On the localness of software
WebWe guide our research with six research questions with regards to the naturalness and localness of the log files, and present a case study on anomaly detection and introduce a … Web11 de nov. de 2014 · The n-gram language model, which has its roots in statistical natural language processing, has been shown to successfully capture the repetitive and …
On the localness of software
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Web1 de mai. de 2024 · Prior research [11,32,40,69] has shown that software systems are even more predictable and repetitive than common English, and language models perform better on software engineering tasks than... Web1 de jan. de 2016 · Transforming Software Practice. Beyond its successful application to S&C tasks, the naturalness of software promises to transform software practice through …
WebReal software, the kind working programmers produce by the kLOC to solve real-world problems, tends to be “natural”, like speech or natural language; it tends to be highly repetitive and predictable. Researchers have captured this naturalness of software through sta-tistical models and used them to good effect in suggestion engines, WebLogs are an essential part of the development and maintenance of large and complex software systems as they contain rich information pertaining to the dynamic content and state of the system. As such, developers and practitioners rely heavily on the logs to monitor their systems. In parallel, the increasing volume and scale of the logs, due to the growing …
WebSearch ACM Digital Library. Search Search. Advanced Search WebOn the localness of software On the localness of software. Access Restriction Subscribed. Requires : PDF viewer Plugin. Author: Tu, Zhaopeng ♦ Su, Zhendong ♦ …
Web12 de set. de 2024 · P. Devanbu是加州大学戴维斯分校的老师。他参与了上面介绍的多篇论文的发表,如《On the “Naturalness” of software》《On the Localness of Software》 …
WebZhaopeng Tu, Zhendong Su, Premkumar T. Devanbu On the localness of software FSE, 2014. FSE 2014 DBLP Scholar DOI. Full names Links ISxN ... {Proceedings of the 22nd … can dance be copyrightedWebWe begin with the conjecture that most software is also natural, in the sense that it is created by humans at work, with all the attendant constraints and limitations---and thus, … fish net restauranthttp://dspace.isical.ac.in:8080/jspui/handle/10263/7359 can dan burn play against brightonWebWe introduce a novel cache language model that consists of both an n-gram and an added “cache” component to exploit localness. We show empirically that the additional cache … candanchu forfaitWebOn the localness of software On the localness of software. Access Restriction Subscribed. Requires : PDF viewer Plugin. Author: Tu, Zhaopeng ♦ Su, Zhendong ♦ Devanbu, Premkumar: Source: ACM Digital Library: Content type: Text: File Format: PDF: Language: English: Age Range: 18 to 22 years ♦ above 22 year: Education Level: UG … candance live streamWeb8 de jun. de 2016 · The ngram approach, rooted as it is in NL, focuses on capturing the global regularities over the whole corpus, and neglects local regularities, thus ignoring the localness of software. To overcome this, Tu et al. [36] introduced a cache language model to capture the localness of code. fishnet rhinestone topWeb11 de nov. de 2014 · title={On the localness of software}, author={Zhaopeng Tu and Zhendong Su and Premkumar T. Devanbu}, journal={Proceedings of the 22nd ACM SIGSOFT International Symposium on Foundations of Software Engineering}, year={2014} } Zhaopeng Tu, Z. Su, Premkumar T. Devanbu Published11 November 2014 Computer … can dance hengst