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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>Approaches to Software Quality, December</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>Report on the 9th International Workshop on Quantitative Approaches to Software Quality (QuASoQ 2021)</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Horst Lichter</string-name>
          <email>lichter@swc.rwth-aachen.de</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Selin Aydin</string-name>
          <email>aydin@swc.rwth-aachen.de</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Thanwadee Sunetnanta</string-name>
          <email>thanwadee.sun@mahidol.ac.th</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Toni Anwar</string-name>
          <email>toni.anwar@utp.edu.my</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Perak</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Bangkok</institution>
          ,
          <country country="TH">Thailand</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Computer Science Academic Group, Faculty of Information And Communication Technology, Mahidol University</institution>
          ,
          <addr-line>Bangkok</addr-line>
          ,
          <country country="TH">Thailand</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Faculty of Science and Information Technology, Chair Computer &amp; Information Systems</institution>
          ,
          <addr-line>Universiti Teknologi Petronas: Bandar Seri Iskandar</addr-line>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>Research Group Software Construction, RWTH Aachen University</institution>
          ,
          <addr-line>Aachen</addr-line>
          ,
          <country country="DE">Germany</country>
        </aff>
        <aff id="aff4">
          <label>4</label>
          <institution>Hironori Washizaki Waseda University, Japan • Nasir Mehmood Minhas BTH Karlskrona, Sweden • Jin-Hua Li Qingdao University, China • Hongyu Zhang University of Newcastle, Australia • Taratip Suwannasart Chulalongkorn University, Thailand • Wan Mohd Nasir Wan-Kadir UTM Johor Bahru, Malaysia • Sansiri Tanachutiwat Thai German Graduate School of Engineering</institution>
          ,
          <addr-line>TGGS</addr-line>
          ,
          <country country="TH">Thailand</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2021</year>
      </pub-date>
      <volume>06</volume>
      <issue>2021</issue>
      <fpage>38</fpage>
      <lpage>40</lpage>
      <abstract>
        <p>CEUR Workshop Proceedings (CEUR-WS.org)</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>After a successful 8 th QuASoQ workshop we slightly
adjusted the list of topics for the workshop. The topics
of interest included
• New approaches to measurement, evaluation,
comparison and improvement of software quality
• Application of metrics and quantitative
approaches in agile projects
• Case studies and industrial experience reports
on successful or failed application of quantitative
approach-es to software quality
ing quantitative approaches
• Tools, infrastructure and environments
support• Empirical studies, evaluation and comparison of
measurement techniques and models
• Quantitative approaches to test process
improvement, test strategies or testability
• Empirical evaluations or comparisons of testing
techniques in industrial settings
• Mining software repositories</p>
      <p>Overall, the workshop aimed at gathering together
researchers and practitioners to discuss experiences in
the application of state of the art approaches to measure,
assess and evaluate the quality of both software systems
as well as software development processes in general and
software test processes in particular.</p>
      <p>As software development organizations are always
forced to develop software in the ”right” quality, the
QuASoQ 2021: 9th International Workshop on Quantitative
https://www.ict.mahidol.ac.th (T. Sunetnanta);
https://www.utp.edu.my (T. Anwar)
0000-0002-3440-1238 (H. Lichter); 0000-0002-0390-8749
© 2021 Copyright for this paper by its authors. Use permitted under Creative
Commons License Attribution 4.0 International (CC BY 4.0).
Workshop
Proce dings
htp:/ceur-ws.org
ISN1613-073
quality specification and quality assurance are crucial.
Although there are lots of approaches to deal with
quantitative quality aspects, it is still challenging to choose
a suitable set of techniques that best fit to the specific
project and organizational constraints.</p>
      <p>Even though approaches, methods, and techniques are
known for quite some time now, little efort has been
spent on the exchange on the real-world problems with
quantitative approaches. For example, only limited
research has been devoted to empirically evaluate risks,
eficiency or limitations of diferent testing techniques
in industrial settings.</p>
      <p>Hence, one main goal of the workshop was to exchange
experience, present new promising approaches and to
discuss how to set up, organize, and maintain quantitative
approaches to software quality.
2.</p>
    </sec>
    <sec id="sec-2">
      <title>Workshop History</title>
      <p>The QuASoQ workshop series has been started in 2013.
Since then, the workshop is always organized as a
collocated event of the Asia-Pacific Software Engineering</p>
      <sec id="sec-2-1">
        <title>Conference (APSEC). These are the past workshop editions:</title>
        <p>• 8th QuASoQ 2020
• 7th QuASoQ 2019
• 6th QuASoQ 2018
• 5th QuASoQ 2017
• 4th QuASoQ 2016
• 3rd QuASoQ 2015</p>
      </sec>
      <sec id="sec-2-2">
        <title>Singapore | CEUR Vol-2767</title>
      </sec>
      <sec id="sec-2-3">
        <title>Putrayaya, Malaysia | CEUR Vol-2511</title>
      </sec>
      <sec id="sec-2-4">
        <title>Nara, Japan | CEUR Vol-2273</title>
      </sec>
      <sec id="sec-2-5">
        <title>Nanjing, China | CEUR Vol-2017</title>
      </sec>
      <sec id="sec-2-6">
        <title>Hamilton, New Zealand | CEUR Vol-1771</title>
      </sec>
      <sec id="sec-2-7">
        <title>New Delhi, India |CEUR Vol-1519</title>
        <p>• 2nd QuASoQ 2014</p>
      </sec>
      <sec id="sec-2-8">
        <title>Jeju, Korea | IEEE Xplore</title>
        <p>• 1st QuASoQ 2013
Since the first edition 62 papers have been presented;
the average acceptance rate is 75 %. The chart shown
in figure 1 depicts where the authors of accepted papers
come from.</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>3. Workshop Format</title>
      <p>Taipei, so that presenters don’t have to attend at
nighttime. The order of presenters were also determined by
their respective timezone.</p>
    </sec>
    <sec id="sec-4">
      <title>4. Workshop Contributions</title>
      <p>Altogether 6 papers were submitted. Finally, the
following 4 papers were accepted by the program committee
for presentation and publication covering very diferent
topics.</p>
      <p>• Ruhaya Ab. Aziz</p>
      <p>The impact of Requirements Relationships
knowledge on Requirements Quality and Software
Development Project success
• Anıl Holat and Ayse Tosun</p>
      <p>Predicting Requirements Volatility: An Industry
Case Study
• Lukas Liss, Henrik Kämmerling, Peter Alexander
and Horst Lichter
Towards a Catalog of Refactoring Solutions for
Enterprise Architecture Smells
• Derya Yeliz Ulutaş and Ayşe Tosun</p>
      <p>A Condition Coverage-Based Black Hole Inspired
Meta-Heuristic for Test Data Generation</p>
    </sec>
    <sec id="sec-5">
      <title>5. Summary of the Discussions</title>
      <p>Because of the covid-19 pandemic, the workshop was
executed digitally using the video conferencing tool Zoom.</p>
      <p>Based on our former experience we wanted the
workshop to be highly interactive. In order to have an
interesting and interactive event sharing lots of experience,
we organized the workshop presentations applying the
author-discussant model.</p>
      <p>Based on this workshop model, papers are presented
by one of the authors. After the presentation, a discussant
starts the discussion based on his or her pre-formulated
questions. Therefore, the discussant had to prepare a set
of questions and had to know the details of the presented
paper. The general structure of each talk was as follows:
About 10 researchers attended the workshop and
participated in the discussions. The author-discussant model
was well received by the participants and led to
intensive discussions among them. Hereby, other participants,
apart from the discussant, also joined the resulting
discussions.</p>
      <p>The first discussion was on the paper by Ab Aziz on
requirements relationship knowledge (RRK). Participants
were particularly interested in the value of this
knowledge in agile project management approaches compared
to more sequential ones. In addition, methods for
assessing the current understanding of RRK in a software
development team were explored.
• The author of a paper presented the paper (20 The paper by Holat et. al. lead to a discussion of how
minutes). their approach of predicting highly volatile requirements
• After that, the discussant of the paper opened can be integrated into the software development process.
the discussion using his or her questions. Finally, The presenter of the paper explained that the approach
we moderated the discussion among the whole can be applied both in the early phase of a project and
audience (10 minutes). after it is completed. Especially in the early phase the
predicted volatility can be translated into additional story</p>
      <p>The presentations were divided into two sessions with points for the corresponding issue. After doing this, more
a ten minute break in-between. Each session was ac- experienced developers/reviewer can be assigned to
iscompanied by a moderator who tried to ensure that the sues which refer to highly volatile requirements.
schedule was kept to. A particular challenge were the In the discussion of the paper by Liss et al. it became
diferent time zones of the participants. We decided to clear that the authors have a particular interest in future
hold the workshop in the afternoon of the timezone in collaboration in their research area. Not only have they
made the resulting catalog available as a public
repository that allows merge requests, but they also explain
how to contribute. One participant was interested in the
diferences between code and EA refactoring. Here, the
presenter explained that the goals are fundamentally
different. While code refactoring focuses on the technical
level to improve e.g. maintainability or readability, EA
refactoring afects major entities in the IT landscape to
improve eficiency of the business.</p>
      <p>Finally, the paper by Ulutaş et al. led to a discussion
of existing approaches, particularly combinatorial
testing, and how they might compare with the approach
presented. The author suggested that perhaps a study
could be conducted to evaluate whether a combination
with combinatorial testing approaches is more efective.</p>
      <p>The discussions show, that empirical studies and the
results of experiments are of high value and lead to a
deeper understanding of the subject that has been
investigated.</p>
      <p>To conclude, in the course of this workshop the
participants proposed and discussed diferent approaches to
quantify relevant aspects of software development.
Especially the discussions led to new ideas, insights, and
take-aways for all participants.</p>
    </sec>
    <sec id="sec-6">
      <title>6. Acknowledgments</title>
      <p>Many people contributed to the success of this workshop.
First, we want to give thanks to the authors and
presenters of the accepted papers. Furthermore, we want to
express our gratitude to the APSEC 2021 workshop
organizers; they did a perfect job and gave us the freedom to
conduct the workshop virtually based on our experience.</p>
      <p>Finally, we are glad that these people served on the
program committee (some of them for many years) and
supported the workshop by soliciting papers and by
writing peer reviews:</p>
    </sec>
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