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Duc le CV

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Duc Minh Le

Duc M. Le is a PhD candidate in computer science at USC studying software architecture and mining software repositories. He has experience in software design, development, and data mining. His research focuses on analyzing architectural changes in open source software systems and predicting potential bugs. He has worked as an intern at several companies including NEC Labs, Veritas, and Samsung Research America.

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Duc M. LeSOFTWARE ENGINEER · SOFTWARE ARCHITECTURE RESEARCHER · SOFTWARE REPOSITORY MINER 941 Bloom Walk, Los Angeles, CA 90089-0781, U.S.  (+1) 213-884-8846 |  ducmle@usc.edu |  lemduc.wordpress.com |  lemduc |  lemduc |  lemduc Summary Blends research experience in Software Engineering and Data Mining with diverse and practical trainings in the software industries of Vietnam, S.Korea and U.S. to offer solid skills in software design and development. Experiences include (1) mining software repositories/big data, (2) developing cloud- based applications and web services, (3) architecture design, recovery, and analysis, (4) software product line engineering. Education University of Southern California (USC) Los Angeles, U.S. PHD IN COMPUTER SCIENCE, SOFTWARE ARCHITECTURE RESEARCH GROUP (SOFTARCH) (Expected) May 2018 • Advisor: Prof. Nenad Medvidović GPA : 3.87/4.00 Pohang University of Science and Technology (POSTECH) Pohang, S.Korea MSC IN INFORMATION TECHNOLOGY CONVERGENCE ENGINEERING, SOFTWARE ENGINEERING LAB (SELAB) May 2012 • Advisor: Prof. Kyo Chul Kang GPA : 95.9/100.0 Hanoi University of Science and Technology (HUST) Hanoi, Vietnam BSC IN INFORMATION TECHNOLOGY (MAGNA CUM LAUDE) May 2010 • Advisors: Assoc. Prof. Huynh Quyet Thang (HUST), Dr. Martin Nordio (ETH Zurich) GPA: 8.07/10.00 Work Experience NEC Laboratories America, Inc. Princeton, New Jersey, U.S. RESEARCH INTERN - COMPUTER SECURITY GROUP May. 2017 - Aug. 2017 • Analyzed activity logs of PCs in the company’s internal networks and extract patterns of safe activities. • Built different prediction models for those patterns. • Implemented the approach and integrated into Automated Security Intelligence (ASI) system of NEC. Veritas Technologies LLC Culver, California, U.S. SOFTWARE ENGINEERING INTERN - EV.CLOUD PROJECT, PLATFORM TEAM May. 2016 - Aug. 2016 • Applied topic modeling and machine learning techniques to intelligently suggest retention policies for customers’ emails. • Implemented and verified the proposed approach on Enron dataset using Spark, Hadoop, Cassandra, and Spring Framework. • Was selected to present at VERITAS Cutting Edge 2016. Samsung Research America Irvine, California, U.S. RESEARCH INTERN - ADVANCED PRINTING SOFTWARE LAB Jun. 2015 - Sep. 2015 • Completed the end-to-end scenario of extracting UP (Unified Interfaces of Samsung Printers) variability information from an actual MFP (Multi- Functions Printers), representing this in a UP variability model, editing this information, and using it to configure a running simulator instance. • This involved design and implementation using different technologies: OSGi, EMF, Eclipse plug-ins, REST-ful webservices, UI development. Dasan Handysoft Seoul, S.Korea SOFTWARE ENGINEER Sep. 2012 - Jun. 2013 • Designed the server architecture of HandyUC 5.0, a platform providing various types of communication to enterprises, including email, instant messaging, and video conferencing. • Implemented communication protocols of HandyUC, including XMPP protocol, Handysoft’s legacy protocol, and a Http-based protocol. HDC Media Vietnam Hanoi, Vietnam PHP DEVELOPER & ASTERISK PBX ADMINISTRATOR Aug. 2009 - Jun. 2010 • Developed a movie website based on Joomla platform to provide video contents to customers. • Maintained and adapted Asterisk PBX system of the company to meet the company’s requirements. Skills Programming Java (Proficient), Python, Linux Shell, PHP, JavaScript, C/C++ Frameworks Spark, Spring, OSGi, EMF, GWT, Joomla, Liferay, Microsoft Azure Databases MySQL, MongoDB Others Agile Development, LATEX, SVN, Git, Asterisk PBX FEBRUARY 27, 2018 DUC M. LE · CURRICULUM VITAE 1
Research Experience Architectural Change and Decay in Open-source Software Systems Los Angeles, CA, U.S. SOFTWARE ARCHITECTURAL RESEARCH GROUP, USC Feb. 2014 - PRESENT • Reversed architectures of over 800 versions of 23 open-source systems, totaling over 120 MLOCs. • Found evolution trends related to architectural changes in software systems, rate of architectural decay occurrences, correlations among imple- mentation decisions and architectural changes. • Use implicit problems, e.g., architectural- and code-smells, in combination with explicit problems, e.g. reported issues and bugs, to provide an accurate, systematic and in depth approach to predict potential system problems, particularly bugs. • Cooperated with Huawei USA in a study of how to adapt the company’s codebase to architectural changes in new Android versions. Privacy Preserving in Distributed Computation Los Angeles, CA, U.S. SOFTWARE ARCHITECTURAL RESEARCH GROUP, USC May. 2014 - Aug. 2014 • Studied sTile, a tile-based architecture, which tackles the problem of distributing computation onto cloud, while providing probabilistic guarantees that agents compromising parts of the cloud wouldn’t be able to learn the private data and the nature of the computation. • Deployed and evaluated a prototype of sTile on several main cloud services (Azure, EC2, Google Cloud). Impact Analysis of Software Requirement Change based on Feature Relationships Pohang, S.Korea SOFTWARE ENGINEERING LAB, POSTECH Sep. 2012 - Feb. 2013 • Reversed feature models based on variation points and variants embedded by C preprocessor. • Verified consistency between designed models and reversed models and provided refactoring advice. • Integrated into VULCAL Workbench, a CASE tool that supports software product line engineering. CloudStudio - Enabling distributed projects to produce software “on the cloud” Hanoi, Vietnam ETH ZURICH & HUST Aug. 2009 - Jun. 2010 • Created the initial version of CloudStudio, an Integrated Development Environment (IDE) enabling globally distributed software projects and pro- ducing software “on the cloud”. • Developed the following features: project management, code editor, project compilation, group communication. Publications A Large-Scale Study of Architectural Evolution in Open-Source Software Systems U.S. POOYAN BEHNAMGHADER*, DUC M. LE*, JOSHUA GARCIA, DANIEL LINK, ARMAN SHAHBAZIAN, NENAD MEDVIDOVIC Jun. 2017 • Empirical Software Engineering (EMSE) Journal Architectural-Based Speculative Analysis to Predict Bugs in a Software System Austin, U.S. DUC M. LE May. 2016 • Proceeding of the 38th International Conference on Software Engineering (ICSE), Doctoral Symposium track Relating Architectural Decay and Sustainability of Software Systems Venice, Italy DUC M. LE, CARLOS CARRILLO, RAFAEL CAPILLA, NENAD MEDVIDOVIC Apr. 2016 • Proceeding of the 13th Working IEEE/IFIP Conference on Software Architecture (WICSA) An Empirical Study of Architectural Change in Open-Source Software Systems Florence, Italy DUC M. LE, POOYAN BEHNAMGHADER, JOSHUA GARCIA, DANIEL LINK, ARMAN SHAHBAZIAN, NENAD MEDVIDOVIC May. 2015 • Proceeding of the 12th Working Conference on Mining Software Repositories (MSR) Validating consistency between feature model and its implementation Pisa, Italy DUC M. LE, LEE HYESUN, KYO C. KANG, KEUN LEE Jun. 2013 • Proceeding of the 13th International Conference on Software Reuse (ICSR) Relevant Coursework Software Engineering Advanced Algorithms Machine Learning Database Systems Software Architecture Artificial Intelligence Natural Language Processing Information and Data Modeling Software Testing Decision Support Systems Advanced Operating Systems Information Security Honors & Awards 2016 ‘Thesis in Three’ - Best Presentation Award, Doctoral Symposium, ICSE 2016 Austin, TX, USA 2015 Awardee, ACM SigSoft CAPS Travel Support for attending ICSE 2015 Florence, Italy 2014 Awardee, USC Doctoral Student Summer Institute Award Los Angeles, CA, U.S. 2013 Awardee, Vietnam Education Foundation Fellowship U.S. 2011 Best Poster Prize, 3rd International Symposium on IT Convergence Engineering Pohang, S.Korea 2010 Awardee, Research Scholarship from National Research Foundation of Korea Pohang, S. Korea 2010 Awardee, Certificate of Merit for Excellent Graduation Achievement Hanoi, Vietnam FEBRUARY 27, 2018 DUC M. LE · CURRICULUM VITAE 2

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Duc le CV

  • 1. Duc M. LeSOFTWARE ENGINEER · SOFTWARE ARCHITECTURE RESEARCHER · SOFTWARE REPOSITORY MINER 941 Bloom Walk, Los Angeles, CA 90089-0781, U.S.  (+1) 213-884-8846 |  ducmle@usc.edu |  lemduc.wordpress.com |  lemduc |  lemduc |  lemduc Summary Blends research experience in Software Engineering and Data Mining with diverse and practical trainings in the software industries of Vietnam, S.Korea and U.S. to offer solid skills in software design and development. Experiences include (1) mining software repositories/big data, (2) developing cloud- based applications and web services, (3) architecture design, recovery, and analysis, (4) software product line engineering. Education University of Southern California (USC) Los Angeles, U.S. PHD IN COMPUTER SCIENCE, SOFTWARE ARCHITECTURE RESEARCH GROUP (SOFTARCH) (Expected) May 2018 • Advisor: Prof. Nenad Medvidović GPA : 3.87/4.00 Pohang University of Science and Technology (POSTECH) Pohang, S.Korea MSC IN INFORMATION TECHNOLOGY CONVERGENCE ENGINEERING, SOFTWARE ENGINEERING LAB (SELAB) May 2012 • Advisor: Prof. Kyo Chul Kang GPA : 95.9/100.0 Hanoi University of Science and Technology (HUST) Hanoi, Vietnam BSC IN INFORMATION TECHNOLOGY (MAGNA CUM LAUDE) May 2010 • Advisors: Assoc. Prof. Huynh Quyet Thang (HUST), Dr. Martin Nordio (ETH Zurich) GPA: 8.07/10.00 Work Experience NEC Laboratories America, Inc. Princeton, New Jersey, U.S. RESEARCH INTERN - COMPUTER SECURITY GROUP May. 2017 - Aug. 2017 • Analyzed activity logs of PCs in the company’s internal networks and extract patterns of safe activities. • Built different prediction models for those patterns. • Implemented the approach and integrated into Automated Security Intelligence (ASI) system of NEC. Veritas Technologies LLC Culver, California, U.S. SOFTWARE ENGINEERING INTERN - EV.CLOUD PROJECT, PLATFORM TEAM May. 2016 - Aug. 2016 • Applied topic modeling and machine learning techniques to intelligently suggest retention policies for customers’ emails. • Implemented and verified the proposed approach on Enron dataset using Spark, Hadoop, Cassandra, and Spring Framework. • Was selected to present at VERITAS Cutting Edge 2016. Samsung Research America Irvine, California, U.S. RESEARCH INTERN - ADVANCED PRINTING SOFTWARE LAB Jun. 2015 - Sep. 2015 • Completed the end-to-end scenario of extracting UP (Unified Interfaces of Samsung Printers) variability information from an actual MFP (Multi- Functions Printers), representing this in a UP variability model, editing this information, and using it to configure a running simulator instance. • This involved design and implementation using different technologies: OSGi, EMF, Eclipse plug-ins, REST-ful webservices, UI development. Dasan Handysoft Seoul, S.Korea SOFTWARE ENGINEER Sep. 2012 - Jun. 2013 • Designed the server architecture of HandyUC 5.0, a platform providing various types of communication to enterprises, including email, instant messaging, and video conferencing. • Implemented communication protocols of HandyUC, including XMPP protocol, Handysoft’s legacy protocol, and a Http-based protocol. HDC Media Vietnam Hanoi, Vietnam PHP DEVELOPER & ASTERISK PBX ADMINISTRATOR Aug. 2009 - Jun. 2010 • Developed a movie website based on Joomla platform to provide video contents to customers. • Maintained and adapted Asterisk PBX system of the company to meet the company’s requirements. Skills Programming Java (Proficient), Python, Linux Shell, PHP, JavaScript, C/C++ Frameworks Spark, Spring, OSGi, EMF, GWT, Joomla, Liferay, Microsoft Azure Databases MySQL, MongoDB Others Agile Development, LATEX, SVN, Git, Asterisk PBX FEBRUARY 27, 2018 DUC M. LE · CURRICULUM VITAE 1
  • 2. Research Experience Architectural Change and Decay in Open-source Software Systems Los Angeles, CA, U.S. SOFTWARE ARCHITECTURAL RESEARCH GROUP, USC Feb. 2014 - PRESENT • Reversed architectures of over 800 versions of 23 open-source systems, totaling over 120 MLOCs. • Found evolution trends related to architectural changes in software systems, rate of architectural decay occurrences, correlations among imple- mentation decisions and architectural changes. • Use implicit problems, e.g., architectural- and code-smells, in combination with explicit problems, e.g. reported issues and bugs, to provide an accurate, systematic and in depth approach to predict potential system problems, particularly bugs. • Cooperated with Huawei USA in a study of how to adapt the company’s codebase to architectural changes in new Android versions. Privacy Preserving in Distributed Computation Los Angeles, CA, U.S. SOFTWARE ARCHITECTURAL RESEARCH GROUP, USC May. 2014 - Aug. 2014 • Studied sTile, a tile-based architecture, which tackles the problem of distributing computation onto cloud, while providing probabilistic guarantees that agents compromising parts of the cloud wouldn’t be able to learn the private data and the nature of the computation. • Deployed and evaluated a prototype of sTile on several main cloud services (Azure, EC2, Google Cloud). Impact Analysis of Software Requirement Change based on Feature Relationships Pohang, S.Korea SOFTWARE ENGINEERING LAB, POSTECH Sep. 2012 - Feb. 2013 • Reversed feature models based on variation points and variants embedded by C preprocessor. • Verified consistency between designed models and reversed models and provided refactoring advice. • Integrated into VULCAL Workbench, a CASE tool that supports software product line engineering. CloudStudio - Enabling distributed projects to produce software “on the cloud” Hanoi, Vietnam ETH ZURICH & HUST Aug. 2009 - Jun. 2010 • Created the initial version of CloudStudio, an Integrated Development Environment (IDE) enabling globally distributed software projects and pro- ducing software “on the cloud”. • Developed the following features: project management, code editor, project compilation, group communication. Publications A Large-Scale Study of Architectural Evolution in Open-Source Software Systems U.S. POOYAN BEHNAMGHADER*, DUC M. LE*, JOSHUA GARCIA, DANIEL LINK, ARMAN SHAHBAZIAN, NENAD MEDVIDOVIC Jun. 2017 • Empirical Software Engineering (EMSE) Journal Architectural-Based Speculative Analysis to Predict Bugs in a Software System Austin, U.S. DUC M. LE May. 2016 • Proceeding of the 38th International Conference on Software Engineering (ICSE), Doctoral Symposium track Relating Architectural Decay and Sustainability of Software Systems Venice, Italy DUC M. LE, CARLOS CARRILLO, RAFAEL CAPILLA, NENAD MEDVIDOVIC Apr. 2016 • Proceeding of the 13th Working IEEE/IFIP Conference on Software Architecture (WICSA) An Empirical Study of Architectural Change in Open-Source Software Systems Florence, Italy DUC M. LE, POOYAN BEHNAMGHADER, JOSHUA GARCIA, DANIEL LINK, ARMAN SHAHBAZIAN, NENAD MEDVIDOVIC May. 2015 • Proceeding of the 12th Working Conference on Mining Software Repositories (MSR) Validating consistency between feature model and its implementation Pisa, Italy DUC M. LE, LEE HYESUN, KYO C. KANG, KEUN LEE Jun. 2013 • Proceeding of the 13th International Conference on Software Reuse (ICSR) Relevant Coursework Software Engineering Advanced Algorithms Machine Learning Database Systems Software Architecture Artificial Intelligence Natural Language Processing Information and Data Modeling Software Testing Decision Support Systems Advanced Operating Systems Information Security Honors & Awards 2016 ‘Thesis in Three’ - Best Presentation Award, Doctoral Symposium, ICSE 2016 Austin, TX, USA 2015 Awardee, ACM SigSoft CAPS Travel Support for attending ICSE 2015 Florence, Italy 2014 Awardee, USC Doctoral Student Summer Institute Award Los Angeles, CA, U.S. 2013 Awardee, Vietnam Education Foundation Fellowship U.S. 2011 Best Poster Prize, 3rd International Symposium on IT Convergence Engineering Pohang, S.Korea 2010 Awardee, Research Scholarship from National Research Foundation of Korea Pohang, S. Korea 2010 Awardee, Certificate of Merit for Excellent Graduation Achievement Hanoi, Vietnam FEBRUARY 27, 2018 DUC M. LE · CURRICULUM VITAE 2