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Collective Program Analysis

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자료유형E-Book
개인저자Upadhyaya, Ganesha.
단체저자명Iowa State University. Computer Science.
서명/저자사항Collective Program Analysis.
발행사항[S.l.] : Iowa State University., 2018
발행사항Ann Arbor : ProQuest Dissertations & Theses, 2018
형태사항120 p.
소장본 주기School code: 0097.
ISBN9780438076242
일반주기 Source: Dissertation Abstracts International, Volume: 79-11(E), Section: B.
Adviser: Hridesh Rajan.
요약Encouraged by the success of data-driven software engineering (SE) techniques that have found numerous applications e.g. in defect prediction, specification inference, etc, the demand for mining and analyzing source code repositories at scale ha
요약First, we describe the general concept of collective program analysis. Given a mining task that is required to be run on thousands of artifacts, the artifacts with similar interactions are clustered together, such that the mining task is require
요약Given a mining task and an artifact producing an interaction pattern graph soundly and efficiently can be very challenging. We propose a pre-analysis and program compaction technique to achieve this. Given a source code mining task and thousands
요약Upon producing interaction pattern graphs of thousands of artifacts, they have to be clustered and the mining task results have to be reused between similar artifacts to achieve acceleration. In the final part of this thesis, we fully describes
일반주제명Computer science.
언어영어
기본자료 저록Dissertation Abstracts International79-11B(E).
Dissertation Abstract International
대출바로가기http://www.riss.kr/pdu/ddodLink.do?id=T14996717

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