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A New Approach to Data Mining for Software Design
Department of Computer Science, Rice University, Houston, TX, USA.
Department of Computer Science, Rice University, Houston, TX, USA.
Department of Computer Science, Rice University, Houston, TX, USA.
2004 (English)In: Proceedings of the International Conference on Computer Science, Software Engineering, Information Technology, e-Business, and Applications (CSITeA-04) / [ed] Debnath, N. C. & El-Gendy, H., 2004Conference paper, Published paper (Refereed)
Abstract [en]

We propose Exact Software Design Mining (ESDM) as a new approach to managing large software systems. ESDM is concerned with automatically extracting a program generator capable of exactly reconstructing the full code base. To illustrate the potential effectiveness of this approach, we propose, implement, and test a basic algorithm extracting such generators. Experimental results on various benchmarks (including the Linux kernel) are encouraging.

Place, publisher, year, edition, pages
2004.
Keyword [en]
Software engineering, software design, program generation
National Category
Computer Systems
Identifiers
URN: urn:nbn:se:hh:diva-20973ISBN: 0-9742059-1-5 OAI: oai:DiVA.org:hh-20973DiVA: diva2:588271
Conference
CSITeA'04 – International Conference on Computer Science, Software Engineering, Information Technology, e-Business, and Applications, Cairo, Egypt, December 27-29, 2004
Note

Supported by NSF ITR-0113569 “Putting Multi-stage Annotations to Work” and Texas ATP 003604-0032-2003 “Advanced Languages Techniques for Device Drivers.”

Available from: 2013-01-15 Created: 2013-01-14 Last updated: 2015-08-05Bibliographically approved

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Taha, Walid
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