자료유형  

 학위논문

Control Number  

0014996717

International Standard Book Number  

9780438076242

Dewey Decimal Classification Number  

004

Main Entry-Personal Name  

Upadhyaya, Ganesha.

Publication, Distribution, etc. (Imprint  

[Sl] : Iowa State University, 2018

Publication, Distribution, etc. (Imprint  

Ann Arbor : ProQuest Dissertations & Theses, 2018

Physical Description  

120 p

General Note  

Source: Dissertation Abstracts International, Volume: 79-11(E), Section: B.

General Note  

Adviser: Hridesh Rajan.

Dissertation Note  

Thesis (Ph.D.)--Iowa State University, 2018.

Summary, Etc.  

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

Summary, Etc.  

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

Summary, Etc.  

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

Summary, Etc.  

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

Subject Added Entry-Topical Term  

Computer science

Added Entry-Corporate Name  

Iowa State University Computer Science

Host Item Entry  

Dissertation Abstracts International. 79-11B(E).

Host Item Entry  

Dissertation Abstract International

Electronic Location and Access  

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Control Number  

joongbu:553174