BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//Software Center - ECPv6.16.2//NONSGML v1.0//EN
CALSCALE:GREGORIAN
METHOD:PUBLISH
X-ORIGINAL-URL:https://www.software-center.se
X-WR-CALDESC:Events for Software Center
REFRESH-INTERVAL;VALUE=DURATION:PT1H
X-Robots-Tag:noindex
X-PUBLISHED-TTL:PT1H
BEGIN:VTIMEZONE
TZID:Europe/Stockholm
BEGIN:DAYLIGHT
TZOFFSETFROM:+0100
TZOFFSETTO:+0200
TZNAME:CEST
DTSTART:20200329T010000
END:DAYLIGHT
BEGIN:STANDARD
TZOFFSETFROM:+0200
TZOFFSETTO:+0100
TZNAME:CET
DTSTART:20201025T010000
END:STANDARD
BEGIN:DAYLIGHT
TZOFFSETFROM:+0100
TZOFFSETTO:+0200
TZNAME:CEST
DTSTART:20210328T010000
END:DAYLIGHT
BEGIN:STANDARD
TZOFFSETFROM:+0200
TZOFFSETTO:+0100
TZNAME:CET
DTSTART:20211031T010000
END:STANDARD
BEGIN:DAYLIGHT
TZOFFSETFROM:+0100
TZOFFSETTO:+0200
TZNAME:CEST
DTSTART:20220327T010000
END:DAYLIGHT
BEGIN:STANDARD
TZOFFSETFROM:+0200
TZOFFSETTO:+0100
TZNAME:CET
DTSTART:20221030T010000
END:STANDARD
BEGIN:DAYLIGHT
TZOFFSETFROM:+0100
TZOFFSETTO:+0200
TZNAME:CEST
DTSTART:20230326T010000
END:DAYLIGHT
BEGIN:STANDARD
TZOFFSETFROM:+0200
TZOFFSETTO:+0100
TZNAME:CET
DTSTART:20231029T010000
END:STANDARD
END:VTIMEZONE
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220530T120000
DTEND;TZID=Europe/Stockholm:20220530T123000
DTSTAMP:20260522T110501
CREATED:20220524T092714Z
LAST-MODIFIED:20220524T092714Z
UID:4857-1653912000-1653913800@www.software-center.se
SUMMARY:How to succeed with communicating software metrics in the organization?
DESCRIPTION:This week we have project #37 giving a talk about How to succeed with communicating software metrics in the organization? – Five questions for managers \nSpeaker: Aleksandre Asatiani from University of Gothenburg. \nWhile software metrics are indispensable for quality assurance\, using metrics in practice is far from uncomplicated. Implementing and executing metrics are challenging tasks as it is difficult to manage the technical and human aspects of the software measurement. Based on the data from four companies\, the study identifies several bottlenecks in the process of metrics implementation and communication\, suggesting key questions managers should ask to help them success in the process. The findings also highlight the importance of trust\, control\, and transparency in communication between developers and management\, emphasizing the paramount role of an effective communication process for decision making\, based on metrics. \n__________________________________________ \nMicrosoft Teams meeting \nJoin on your computer or mobile app \nClick here to join the meeting \nLearn More | Meeting options \n__________________________________________
URL:https://www.software-center.se/event/how-to-succeed-with-communicating-software-metrics-in-the-organization/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Miroslaw Staron":MAILTO:Miroslaw.Staron@cse.gu.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220523T120000
DTEND;TZID=Europe/Stockholm:20220523T123000
DTSTAMP:20260522T110501
CREATED:20220517T121352Z
LAST-MODIFIED:20220517T121428Z
UID:4838-1653307200-1653309000@www.software-center.se
SUMMARY:Lunch seminar: Modern use of control dependency in static program analysis
DESCRIPTION:Welcome to the next Software Center lunch seminar hosted by theme 2! \nTitle: The modern use of control dependency in static program analysis \nSpeaker: Abu Naser Masud\, Mälardalen University \nControl dependency (CD) is a fundamental concept used in many program analysis techniques such as program slicing\, debugging\, parallelization\, software testing\, detecting security leaks\, etc. Since the introduction of CD in the late eighties\, numerous extensions of the standard definition and computation methods have been developed over time to deal with the modern programming language constructs. In this talk\, I will discuss the most generalized version of control dependency\, namely weak and strong control closure\, and their implication in static program analysis. I will showcase how these concepts can be used in program slicing and detecting timing leaks (a security vulnerability) in modern software. \nMost welcome to the seminar and please share this invitation with your colleagues! \n____________________________________________________________\nMicrosoft Teams-möte \nJobba på datorn eller mobilappen \nKlicka här för att ansluta till mötet \nEller ring in (endast ljud) \n+46 8 505 218 36\,\,214060663#   Sweden\, Stockholm \nTelefonkonferens-ID: 214 060 663# \nHitta ett lokalt nummer | Återställ PIN-kod \nLäs mer | Mötesalternativ \n____________________________________________
URL:https://www.software-center.se/event/lunch-seminar-modern-use-of-control-dependency-in-static-program-analysis/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Jan Carlson":MAILTO:jan.carlson@mdh.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220516T120000
DTEND;TZID=Europe/Stockholm:20220516T123000
DTSTAMP:20260522T110501
CREATED:20220509T060643Z
LAST-MODIFIED:20220509T060643Z
UID:4823-1652702400-1652704200@www.software-center.se
SUMMARY:Lunch seminar: Test Environments for Large-Scale Software Systems
DESCRIPTION:Title: Test Environments for Large-Scale Software Systems – Intrinsic and Extrinsic Success Factors \nSpeaker: Torvald Mårtensson\, Saab AB (Software Center Project #6) \nAbstract: Based on a study including five Software Center companies\, this talk presents intrinsic and extrinsic success factors\, critical for successful implementations of test environments for large-scale and complex software systems. We find that successful implementations of test environments for large-scale software systems depend primarily on how they support the company’s business strategy\, test organization and product testability (the extrinsic success factors). Based on this\, test environments can then be optimized to improve test environment capabilities\, usability and stability (the intrinsic success factors). Furthermore\, this talk will show how challenges in the test environment are to a great extent related to hardware systems\, even though all five case study companies describe themselves as software companies. Finally\, we will describe how test environments are a vital part of the continuous integration and delivery pipeline\, and must evolve in the same way as new test cases are continuously added to the pipeline. A clear responsibility for this continuously ongoing task (central or distributed) seems to be crucial for successful implementations of efficient and effective test environments for large-scale software systems. \n____________________________________________________________ \nMicrosoft Teams-möte \nJobba på datorn eller mobilappen \nKlicka här för att ansluta till mötet \nEller ring in (endast ljud) \n+46 8 505 323 41\,\,218351957#   Sweden\, Stockholm \nTelefonkonferens-ID: 218 351 957# \n____________________________________________________________
URL:https://www.software-center.se/event/lunch-seminar-test-environments-for-large-scale-software-systems/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220509T120000
DTEND;TZID=Europe/Stockholm:20220509T123000
DTSTAMP:20260522T110501
CREATED:20220509T060338Z
LAST-MODIFIED:20220509T060338Z
UID:4821-1652097600-1652099400@www.software-center.se
SUMMARY:Lunch seminar: Modeling and Engineering Beyond Narrow AI
DESCRIPTION:Very welcome to the Software Center lunch seminar organized by the AI Engineering theme. We have a special guest speaker this time\, Dr. Bernhard Moser\, who is the research director of the Software Competence Center in Hagenberg\, Austria: \nTitle: Modeling and Engineering Beyond Narrow AI at SCCH   \nSpeaker: Dr. Bernhard A. Moser\, Research Director\, Software Competence Center Hagenberg GmbH\, Hagenberg\, Austria \nToday’s machine intelligence is driven by the Big Data paradigm. Despite its success in recent years\, there are severe limitations for a broader scope of applicability.  We outline two directions beyond these limitations: First\, there is the problem of limited data\, which requires transfer learning to compensate for the lack of data by extracting knowledge from trained models in a similar but different setting.  Second\, there is the problem of limited semantics and contextualization of a pure statistical approach which calls for integrating linked data and relational machine learning. In this context we discuss application scenarios\, challenges and progress from ongoing research at SCCH. \nReferences: \n\nFischer\, L. Ehrlinger\, V. Geist\, R. Ramler\, F. Sobiezky\, W. Zellinger\, D. Brunner\, M. Kumar\, and B. A. Moser\, “AI System Engineering—Key Challenges and Lessons Learned.” Machine Learning and Knowledge Extraction 3\, pp. 56-83\, 2021\, https://doi.org/10.3390/make3010004\nZellinger\, N. Shepeleva\, M.-C. Dinu\, H. Eghbal-zadeh\, H. D. Nguyen\, B. Nessler\, S. Pereverzyev\, B. A. Moser\, “The balancing principle for parameter choice in distance-regularized domain adaptation”\, 35th Conf. on Neural Information Processing Systems\, NeurIPS 2021\, see also www.S3AI.at.\nHaindl\, G. Buchgeher\, M. Khan\, B. A Moser\, “Towards a Reference Software Architecture for Human-AI Teaming in Smart Manufacturing”\, The 44th Int. Conf. on Software Engineering\, ICSE-NIER 2022\, https://arxiv.org/abs/2201.04876\, see also www.teamingai-project.eu\n\n____________________________________________________________ \nMicrosoft Teams meeting \nJoin on your computer or mobile app \nClick here to join the meeting \nLearn More | Meeting options \n____________________________________________________________
URL:https://www.software-center.se/event/lunch-seminar-modeling-and-engineering-beyond-narrow-ai/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220502T120000
DTEND;TZID=Europe/Stockholm:20220502T123000
DTSTAMP:20260522T110501
CREATED:20220429T132837Z
LAST-MODIFIED:20220429T132837Z
UID:4810-1651492800-1651494600@www.software-center.se
SUMMARY:Lunch seminar: Changing software-intensive business with ecosystems
DESCRIPTION:Most welcome to the next Software Center lunch seminar on May 2nd. The seminar is hosted by theme 4 (‘Customer Data and Ecosystems’)\, and we have the privilege to welcome Dr. Sami Hyrynsalmi\, LUT as our speaker. \nSpeaker: Dr. Sami Hyrynsalmi\, Lappeenranta-Lahti University of Technology LUT in Lahti\, Finland \nDuring the last decade\, ecosystems become a new standard way of working for businesses. Instead of working alone\, companies are working together in loose networks for adding their strengths together. Yet\, ecosystems still pose a number of open questions. This presentation takes a look on two rather different cases. The first part covers the ‘ecosystem health’ metaphor\, its problems\, and possible solutions. The second part takes a look how the ecosystem approach could perhaps be utilized in the data economy as a way to create new revenue out of existing data. \nDr. Sami Hyrynsalmi works as an Associate Professor of Software Engineering in Lappeenranta-Lahti University of Technology LUT in Lahti\, Finland. He received a degree of Doctor of Science from University of Turku in 2014 and was granted the Title of Docent in Software Production and Business from the same university in 2020. Currently\, he leads a Master’s Program on Software Product Management and Business in Lahti and acts as the vice-head of the Software Engineering Department. His research interests cover software business\, especially software ecosystems and understanding the business potential of emerging technologies. \n__________________________________________________________ \nMicrosoft Teams meeting \nJoin on your computer or mobile app \nClick here to join the meeting \nOr call in (audio only) \n+46 8 505 252 11\,\,672998151#   Sweden\, Stockholm \nPhone Conference ID: 672 998 151# \nFind a local number | Reset PIN \nLearn More | Meeting options \n__________________________________________________________
URL:https://www.software-center.se/event/lunch-seminar-changing-software-intensive-business-with-ecosystems/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Helena Holmstr%C3%B6m Olsson":MAILTO:helena.holmstrom.olsson@mau.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220411T120000
DTEND;TZID=Europe/Stockholm:20220411T123000
DTSTAMP:20260522T110501
CREATED:20220405T093237Z
LAST-MODIFIED:20220405T093237Z
UID:4738-1649678400-1649680200@www.software-center.se
SUMMARY:Lunch seminar: The ASIL-Palette for FuSa and SOTIF
DESCRIPTION:Welcome to the next Software Center lunch seminar hosted by theme 2:\nThe ASIL-Palette for FuSa and SOTIF: focus on the “true” value of controllability and the need for its dynamic reconfiguration \nSpeaker: Barbara Gallina\, MDU \nIn this talk\, the notion of ASIL-Automotive Safety Integrity Level will be recalled as well as its role for functional safety (FuSa) and safety of the intended functionality (SOTIF). Then\, the attention will be focused on controllability\, one of the attributes charactering the ASIL. The goal of the talk is to gradually reveal the socio-technical nature of the automotive systems (organisational/regulatory aspects\, human drivers\, and technology) and the need for their dynamic reconfiguration\, based on the “true” value of controllability for effective safety. The orchestration of a simplified Lane Departure Warning System\, the corresponding standards and regulations\, and human drivers will be in focus for illustrating such a need. \nMost welcome to the seminar and please share this invitation with your colleagues! \n_____________________________________________ \nMicrosoft Teams-möte \nJobba på datorn eller mobilappen \nKlicka här för att ansluta till mötet \nEller ring in (endast ljud) \n+46 8 505 218 36\,\,90751672#   Sweden\, Stockholm \nTelefonkonferens-ID: 907 516 72# \nHitta ett lokalt nummer | Återställ PIN-kod \nLäs mer | Mötesalternativ
URL:https://www.software-center.se/event/lunch-seminar-the-asil-palette-for-fusa-and-sotif/
CATEGORIES:Lunch seminar
ORGANIZER;CN="Jan Carlson":MAILTO:jan.carlson@mdh.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220404T120000
DTEND;TZID=Europe/Stockholm:20220404T123000
DTSTAMP:20260522T110501
CREATED:20220330T121056Z
LAST-MODIFIED:20220330T121056Z
UID:4712-1649073600-1649075400@www.software-center.se
SUMMARY:Lunch seminar: Critical Requirements Engineering
DESCRIPTION:Speaker: Ola Leifler\, LiU\n\n\nUnderstanding how to efficiently build and deploy software\, whether through continuous integration\, adoption of AI techniques or service-based business models\, requires critical thinking and reflection on ideas and outcomes. Similarly\, critical thinking is essential in understanding what to build and why. Critical requirements engineering is a term to describe a framework for critically analyzing the reasoning behind and decisions taken in designing new systems. This talk will present an outline of the Critical Systems Heuristics which form the basis for thinking about requirements\, and how to employ Critical Requirements Engineering as part of a design process.\n_________________________________________________\n\nMicrosoft Teams meeting\n\nJoin on your computer or mobile app\nClick here to join the meeting\n\nOr call in (audio only)\n+46 8 505 323 41\,\,170344399#   Sweden\, Stockholm\n\nPhone Conference ID: 170 344 399# \nFind a local number | Reset PIN\n\n\n\nLearn More | Help | Meeting options\n\n\n______________________________
URL:https://www.software-center.se/event/lunch-seminar-critical-requirements-engineering/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Kristian Sandahl":MAILTO:kristian.sandahl@liu.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220328T120000
DTEND;TZID=Europe/Stockholm:20220328T123000
DTSTAMP:20260522T110501
CREATED:20220321T120500Z
LAST-MODIFIED:20220328T150815Z
UID:4704-1648468800-1648470600@www.software-center.se
SUMMARY:Lunch seminar: Engineering AI - Approaches to creating industrial strength and general AI
DESCRIPTION:Most welcome to next week’s Software Center lunch seminar on Monday\, March 28. \nThe seminar is hosted by theme 5 (AI Engineering) and as our speaker\, we have the privilege to welcome Daniel Gillblad\, director of CHAIR (Chalmers AI Research Center) (among other roles): Engineering AI – Approaches to creating industrial strength and general AI\, and how CHAIR and AI Sweden can contribute  \nWhile AI and Machine Learning continues to be applied in revolutionary new applications\, huge challenges remain in how we develop reliable and general applications that are really ready to be deployed in industry. We will discuss both how AI engineering and operations will become even more central to AI method development\, how engineering could be used as an approach to develop more general AI methods\, and how CHAIR (Chalmers AI Research Center) and AI Sweden could contribute to this development in Sweden. \nDaniel Gillblad is director of the Chalmers AI Research Center (CHAIR) and co-Director of Scientific Vision for AI Sweden. He holds a PhD in Computer Science from the Royal Institute of Technology\, has led development efforts and worked on strategy development for Swedish companies\, has been part of setting up several AI startups\, and serves as an appointed member of the Swedish Government collaboration program on digitalisation and as an appointed expert in the Global Partnership on AI (GPAI). His interests are focused around Machine Learning\, large-scale Data Mining and their practical applications. \n________________________________________________________________Microsoft Teams meeting \nJoin on your computer or mobile app \nClick here to join the meeting \nLearn More | Meeting options \n________________________________________________________________
URL:https://www.software-center.se/event/lunch-seminar-engineering-ai-approaches-to-creating-industrial-strength-and-general-ai/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220321T120000
DTEND;TZID=Europe/Stockholm:20220321T123000
DTSTAMP:20260522T110501
CREATED:20220317T134423Z
LAST-MODIFIED:20220317T134455Z
UID:4509-1647864000-1647865800@www.software-center.se
SUMMARY:Lunch seminar: Transitioning to Continuous Deployment in Software-Intensive Embedded Systems
DESCRIPTION:The seminar is hosted by theme 4 (‘Customer Data and Ecosystems’) and as our speaker\, we have the privilege to welcome Anas Dakkak from Ericsson AB: \n“From fairy tale to reality: Transitioning to Continuous Deployment in Software-Intensive Embedded Systems”\nContinuous deployment has become a widespread practice in the software industry\, especially among companies developing web and cloud-based applications. The expected advantages of continuous deployment are many; however\, some of the most obvious are faster time to market\, quicker feedback\, and the ability to experiment with real users. While the same advantages are sought by companies working in the embedded software space\, adopting continuous deployment to software-intensive embedded systems is often challenging. Several reasons have been identified as obstacles limiting organizations from transitioning to continuous deployment\, such as high reliability and availability requirements\, difficulty to roll-back the software\, and the long cycle of customer acceptance and regression testing procedures. \nThis presentation will present the success factors that companies need to consider when transitioning to continuous deployment and show the perceived benefits\, based on a case study conducted at Ericsson AB. Ericsson has been practicing continuous deployment for several years in the radio baseband product line covering 3G\, 4G\, and 5G technologies. Continuous deployment is a cornerstone activity at Ericsson to enable higher quality software and shorting in the feedback and time to market. \nBio:\nAnas Dakkak is the head of customer support systems management at Ericsson AB. He has more than 15 years of experience in the telecommunication industry\, where he worked with a variety of areas such as R&D\, technical management\, and customer support. His interests cover agile methodologies\, continuous practices\, and systems architecture. Anas holds two MSc degrees: Telecommunications Engineering from Blekinge Tekniska Högskola\, and Operations & Production Management from Chalmers University.\n_______________________________ \n\nMicrosoft Teams meeting\n\nJoin on your computer or mobile app\nClick here to join the meeting \n\n\nOr call in (audio only)\n+46 8 505 252 11\,\,129250542#   Sweden\, Stockholm\n\nPhone Conference ID: 129 250 542# \nFind a local number | Reset PIN\nLearn More | Meeting options
URL:https://www.software-center.se/event/lunch-seminar-transitioning-to-continuous-deployment-in-software-intensive-embedded-systems/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Helena Holmstr%C3%B6m Olsson":MAILTO:helena.holmstrom.olsson@mau.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220314T120000
DTEND;TZID=Europe/Stockholm:20220314T123000
DTSTAMP:20260522T110501
CREATED:20220308T130013Z
LAST-MODIFIED:20220308T130013Z
UID:4486-1647259200-1647261000@www.software-center.se
SUMMARY:Lunch seminar: Comparing Input Prioritization Techniques for Testing Deep Learning Algorithms
DESCRIPTION:Welcome to the Software Center lunch seminar organized by theme 3:\nComparing Input Prioritization Techniques for Testing Deep Learning Algorithms \nSpeaker: Masilii Mosin\, Volvo Cars\, Associated Project DeVeLoP \nDeep learning (DL) systems are becoming more popular in modern software due to their ability to solve complex problems. For example\, they are used in safety-critical applications\, such as camera perception in self-driving cars. It is important to thoroughly test such DL systems by ensuring their correctness on the predefined test set. This is a challenging task in itself since the test sets can grow over time as the new data is being acquired. Therefore\, it becomes time-consuming to test the system on all test inputs. Thus\, input prioritization is necessary to reduce the testing time since prioritized test inputs are more likely to reveal the erroneous behavior of a DL system earlier during test execution. Also\, when testing only on the prioritized test inputs\, there is no need to label the rest of the test set\, thus reducing the total labeling cost. \nIn this study\, we compare test input prioritization techniques of different types in terms of their effectiveness and efficiency. In particular\, we consider surprise adequacy\, autoencoder-based\, and similarity-based input prioritization approaches on the example of testing a DL image classification algorithm applied on MNIST\, Fashion-MNIST\, CIFAR-10\, and STL-10 datasets. We use a modified APFD (Average Percentage of Fault Detected) as the test input prioritization performance measure to operationalize the effectiveness. We use the setup and execution time as a measure to operationalize the efficiency. We observe that the surprise adequacy approach is the most effective with the performance from 0.785 to 0.914 APFD. The autoencoder-based and similarity-based approaches are less effective with the performance from 0.532 to 0.744 APFD and from 0.579 to 0.709 APFD respectively. At the same time\, the similarity-based approach is the most efficient\, and the surprise adequacy approach is the least efficient. The findings in this work demonstrate the trade-off between the considered input prioritization techniques to understand their practical applicability for testing DL algorithms. \n_____________________________________________________\nMicrosoft Teams meeting \nJoin on your computer or mobile app \nClick here to join the meeting \nLearn More | Meeting options \n______________________________________________________
URL:https://www.software-center.se/event/lunch-seminar-4/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Miroslaw Staron":MAILTO:Miroslaw.Staron@cse.gu.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220307T120000
DTEND;TZID=Europe/Stockholm:20220307T123000
DTSTAMP:20260522T110501
CREATED:20220306T151609Z
LAST-MODIFIED:20220306T151649Z
UID:4470-1646654400-1646656200@www.software-center.se
SUMMARY:Lunch seminar: DevOps Multi-paradigm Automotive Software Development  
DESCRIPTION:Welcome to the next Software Center lunch seminar hosted by theme 2:\nDevOps Multi-paradigm Automotive Software Development   \nSpeaker: Alessio Bucaioni\, Mälardalen University \nIn the seminar\, we will discuss the main results of two research projects\, which aimed at improving timing predictability of multi-paradigm automotive software. In particular\, we will see how we used metamodeling and automation for developing a DevOps framework for the development of automotive software. The framework makes use of three different languages being EAST-ADL\, AMALTHEA\, RCM. \nMost welcome to the seminar and please share this invitation with your colleagues! \nBest regards\nJan Carlson \n\n\n_______________________________________________________\nMicrosoft Teams-möte\n\n\nJobba på datorn eller mobilappen\nKlicka här för att ansluta till mötet \n\n\nEller ring in (endast ljud)\n+46 8 505 218 36\,\,919176672#   Sweden\, Stockholm\n\nTelefonkonferens-ID: 919 176 672# \nHitta ett lokalt nummer | Återställ PIN-kod\nLäs mer | Mötesalternativ\n\n_______________________________________________________
URL:https://www.software-center.se/event/lunch-seminar-devops-multi-paradigm-automotive-software-development/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Jan Carlson":MAILTO:jan.carlson@mdh.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220221T120000
DTEND;TZID=Europe/Stockholm:20220221T123000
DTSTAMP:20260522T110501
CREATED:20220220T195538Z
LAST-MODIFIED:20220220T195612Z
UID:4434-1645444800-1645446600@www.software-center.se
SUMMARY:Effective ML System Development
DESCRIPTION:Welcome to the next Software Center lunch seminar hosted by theme 5: AI Engineering:\nEffective ML System Development \nSpeaker: Leonard Aukea\, Volvo Cars \nIn order to efficiently deliver and maintain ML systems; the adoption of MLOps practices is a must. In recent times\, the ML community have had to embrace and modify ideas originating from software engineering with reasonable success. Software 2.0 (AI/ML) poses some additional challenges that we are still struggling with today. In addition to code\, data and models also abide by the continuous principles (Continuous Integration\, Delivery and Training). \nAt Volvo Cars\, we are embracing a git-centric\, declarative approach to ML experimentation and delivery. The adoption of MLOps principles requires cultural transformation alongside supportive infrastructure & tooling that enables efficient development throughout the ML lifecycle. \nJoin us for this session to learn about how Volvo Cars embraces MLOps. \nBio:\nLeonard Aukea is driving ML Engineering and Operations at Volvo Cars. He is responsible for defining the overall mission and strategy for ML Engineering and Operations\, leading the build of reproducible ML systems. Leonard Aukea has spent most of his career as a Data Scientist/ML Engineer. \nMost welcome to the seminar and please share this invitation with your colleagues! \nAlso\, please note that everyone interested in getting invitation to future lunch seminars can sign up using the following link: https://lists.chalmers.se/mailman/listinfo/sc_lunchseminars \n____________________________________________________\nMicrosoft Teams meeting \nJoin on your computer or mobile app \nClick here to join the meeting \nLearn More | Meeting options \n_____________________________________________________
URL:https://www.software-center.se/event/effective-ml-system-development/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220207T120000
DTEND;TZID=Europe/Stockholm:20220207T123000
DTSTAMP:20260522T110501
CREATED:20220206T210554Z
LAST-MODIFIED:20220206T210623Z
UID:4420-1644235200-1644237000@www.software-center.se
SUMMARY:Lunch seminar: Non-functional Requirements for Machine Learning
DESCRIPTION:Non-functional Requirements for Machine Learning: Understanding Current Use and Challenges in Industry \nThis week\, we have a presentation from our new associated project iNFORM\, which studies non-functional requirements for machine learning. Speaker: Khan Mohammad Habibullah \nMachine Learning (ML) is an application of Artificial Intelligence (AI) that uses big data to produce complex predictions and decision-making systems\, which would be challenging to obtain otherwise. To ensure the success of ML-enabled systems\, it is essential to be aware of certain qualities of ML solutions (performance\, transparency\, fairness)\, known from a Requirement Engineering (RE) perspective as non-functional requirements (NFRs). However\, when systems involve ML\, NFRs for traditional software may not apply in the same ways; some NFRs may become more prominent or less important; NFRs may be defined over the ML model\, data\, or the entire system; and NFRs for ML may be measured differently. In this work\, we aim to understand the state-of-the-art and challenges of dealing with NFRs for ML in industry. We interviewed ten engineering practitioners working with NFRs and ML. We find examples of (1) the identification and measurement of NFRs for ML\, (2) identification of more and less important NFRs for ML\, and (3) the challenges associated with NFRs and ML in the industry. This knowledge paints a picture of how ML-related NFRs are treated in practice and helps to guide future RE for ML efforts \n___________________________________________________\nMicrosoft Teams meeting \nJoin on your computer or mobile app \nClick here to join the meeting \nLearn More | Meeting options \n___________________________________________________
URL:https://www.software-center.se/event/lunch-seminar-non-functional-requirements-for-machine-learning/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Miroslaw Staron":MAILTO:Miroslaw.Staron@cse.gu.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220131T120000
DTEND;TZID=Europe/Stockholm:20220131T123000
DTSTAMP:20260522T110501
CREATED:20220124T164246Z
LAST-MODIFIED:20220124T165129Z
UID:4367-1643630400-1643632200@www.software-center.se
SUMMARY:Lunch seminar: Creating light-weight consistency checks
DESCRIPTION:Welcome to the next Software Center lunch seminar hosted by theme 2: \n\n\nTitle: Creating light-weight consistency checks for continuous model-based development \n\n\nSpeaker: Robbert Jongeling\, Mälardalen University\n\n\n\n\nAbstract:\n \n\nModel-based development (MBD) incorporates any practices where models are used as core development artefacts\, that is\, they are created and maintained with the purpose of designing and/or documenting the system under development. As in other development paradigms\, it is commonly desired to adopt short development cycles in MBD too. When doing so\, one of the most challenging tasks is to establish\, and frequently maintain\, consistency between (a subset of) diverse development artefacts\, such as a system model\, requirements\, design models\, architecture diagrams\, code\, configuration files\, tests\, etc. Complete consistency across all artefacts is usually not required nor desirable but being notified of inconsistency to prevent its propagation to other development artefacts is crucial.\nIn this talk\, we discuss different levels of adoption of continuous MBD and how to migrate between them. In particular\, we discuss a framework for establishing lightweight consistency checks across diverse development artefacts in industrial settings.\n\n\nMost welcome to the seminar and please share this invitation with your colleagues!\n\n\nAlso\, please note that everyone interested in getting invitation to future lunch seminars can sign up using the following link: https://lists.chalmers.se/mailman/listinfo/sc_lunchseminars\n\n\n\nBest regards\nJan Carlson \n\n\n\n\n__________________________________________ \nMicrosoft Teams-möte \n\n\n\nJobba på datorn eller mobilappen\nKlicka här för att ansluta till mötet \n\n\nEller ring in (endast ljud)\n+46 8 505 218 36\,\,118572325#   Sweden\, Stockholm\n\nTelefonkonferens-ID: 118 572 325# \nHitta ett lokalt nummer | Återställ PIN-kod\nLäs mer | Mötesalternativ
URL:https://www.software-center.se/event/lunch-seminar-creating-light-weight-consistency-checks/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Jan Carlson":MAILTO:jan.carlson@mdh.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220124T120000
DTEND;TZID=Europe/Stockholm:20220124T123000
DTSTAMP:20260522T110501
CREATED:20220119T082720Z
LAST-MODIFIED:20220119T092413Z
UID:4357-1643025600-1643027400@www.software-center.se
SUMMARY:Lunch seminar: Results from a survey about AI and testing
DESCRIPTION:Artificial intelligence (AI) is becoming increasingly prevalent in software testing\, as evidenced by a recent report from the World Quality Report (WQR) for the year 2019-2020. Typically\, the use of AI in software testing results in a faster\, better\, and more budgeted testing process. Artificial intelligence-based testing\, thus\, provides a strategic framework for software testers to utilize AI and elevate the testing process\, resulting in higher-quality results for companies. AI-based software testing refers to the leverage of AI methods and solutions to automatically optimize a software test process in test strategy selection\, test generation\, test selection and execution\, bug detection and analysis\, and quality prediction. Similarly\, testing AI/ML systems/components refer to diverse testing activities for AI-based software/systems. Well-defined quality validation models\, methods\, techniques\, and tools must be developed and applied for AI-based software to facilitate the test activities to achieve well-defined test requirements and meet adequate testing criteria. \nWe conducted a survey of SC organizations in project 30 to learn about their day-to-day operations in terms of AI for Testing / Testing for AI. \nThe results of the survey and the needs of SC companies will be discussed at this event \nSpeaker: Azeem Ahmad\, LiU
URL:https://www.software-center.se/event/results-from-a-survey-about-ai-and-testing/
CATEGORIES:Lunch seminar
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220117T120000
DTEND;TZID=Europe/Stockholm:20220117T123000
DTSTAMP:20260522T110501
CREATED:20211213T094048Z
LAST-MODIFIED:20220110T155839Z
UID:4267-1642420800-1642422600@www.software-center.se
SUMMARY:Lunch seminar: Service innovation and development
DESCRIPTION:Most welcome to the next Software Center lunch seminar that\, due to a Software Center steering committee meeting and Christmas holidays\, is organized on January 17th\, 2022. \nThe seminar is hosted by theme 4 (‘Customer Data and Ecosystems’) and our speaker Helena H. Olsson\, Malmö University: \n“NOT my job: On the challenges with service innovation and development”\nWith digitalization disrupting industry after industry to an extent that we have only seen the beginnings of\, the business landscape in which the Software Center companies operate is dramatically changing. Key to digital transformation\, and one of the challenges that the Software Center companies face\, is the shift from product-oriented and transactional business models towards continuous and more service-oriented revenue. \nHowever\, service innovation and development brings several challenges to existing organizations and ways-of-working. In our experience\, developing services that go beyond existing sales and that generate entirely new revenue streams prove difficult and involve challenges such as e.g.\, prioritization and validation of ideas\, continuous evaluation with customers\, cross-functional teams that go beyond R&D and the adoption of new ways-of-working. \nIn this presentation\, we present the key challenges that we see the Software Center companies face when developing complementary services to their products. Also\, we outline the steps companies need to take to evolve from product-centric service development towards customer-base centric services where the “real” opportunities for monetization and new revenue streams exist. \nMost welcome to the seminar and please share this invite with your colleagues!  \nAlso\, please note that everyone interested in getting the invites for the lunch seminars can sign up using the following link: https://lists.chalmers.se/mailman/listinfo/sc_bb \n___________________________________________________Microsoft Teams meeting \nJoin on your computer or mobile app \nClick here to join the meeting \nOr call in (audio only) \n+46 8 505 252 11\,\,724575698#   Sweden\, Stockholm \nPhone Conference ID: 724 575 698# \nFind a local number | Reset PIN \nLearn More | Meeting options
URL:https://www.software-center.se/event/lunch-seminar-service-innovation-and-development/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Helena Holmstr%C3%B6m Olsson":MAILTO:helena.holmstrom.olsson@mau.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20220110T120000
DTEND;TZID=Europe/Stockholm:20220110T123000
DTSTAMP:20260522T110501
CREATED:20220110T092928Z
LAST-MODIFIED:20220110T092928Z
UID:4335-1641816000-1641817800@www.software-center.se
SUMMARY:Lunch seminar: Towards Mature Enterprises in AI engineering
DESCRIPTION:The first Software Center lunch seminar of 2022 will be presented by Ivica Crnkovic\, professor at Chalmers and former director of the Chalmers AI Research center (CHAIR). \nTitle: Towards Mature Enterprises in AI engineering – challenges and directions towards possible solutions \nThe hype of AI/ML is getting in his mature phase. A focus from a fascination about endless possibilities and business opportunities and predictions of horror scenarios\, has moved to a better understanding of the real current problems\, costs to solve them\, risk to fail\, and the real new business values. \nSoftware Center was one of the first initiatives in the world taking the questions related how to build AI systems (aka AI-enabled systems) in an industrial context\, identifying AI Engineering – engineering methods\, tools\, and processes focusing on system lifecycles\, that are far beyond development of “the best” AI algorithms. This initiative is realized in theme 5 “AI Engineering”\, and currently there are ongoing several project.  Our intention is to expand AI Engineering theme with new projects. \nIn this seminar we will present current and future challenges in development of AI systems\, in particular those that are related to Software Center  partners\, and that are most likely be addressed in the future projects. \nWe will shortly refer to  a) challenges in research and practice in AI-enabled system development including management of multiple developments and operational (runtime) environments\, and system quality and its verification and validation vs. ML evaluation\, and  b) possible directions towards solutions in shaping integrated system development process\, characterizing AI components in related to the system\, and ensuring integrity of the AI-enabled systems. \nWarm welcome!\nJan Bosch \n  \n_____________________________________________Microsoft Teams meeting \nJoin on your computer or mobile app \nClick here to join the meeting \nLearn More | Meeting options \n_____________________________________________
URL:https://www.software-center.se/event/lunch-seminar-towards-mature-enterprises-in-ai-engineering/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20211206T120000
DTEND;TZID=Europe/Stockholm:20211206T123000
DTSTAMP:20260522T110501
CREATED:20211201T220846Z
LAST-MODIFIED:20211201T220846Z
UID:4111-1638792000-1638793800@www.software-center.se
SUMMARY:Lunch seminar: Communicating software metrics
DESCRIPTION:It’s time for the next lunch seminar\, this time organized by the metrics theme\, and project #37: \n“It is no blame game”: How to succeed in communicating software metrics in the organization? \nMeasuring the correct metrics and using it in the right and transparent way can contribute to pushing the development in a desirable direction\, leading to achieving projected goals and outcomes\, effective collaboration\, and improved team performance. On the other hand\, tracking the wrong metrics\, failing to interpret it correctly and to communicate it properly leads to a stressful working environment\, conflicts\, distrust\, lower engagement\, and lower productivity. Effective communication about metrics is vital for creating a shared understanding of metrics’ role\, its use\, and acceptance on different organizational levels. \nThe vision of our project is to understand and improve communication about metrics in contexts of modern software development organizations. We aim at providing insights on and suggestions for enabling effective communication about metrics using different communication channels\, which consequently leads to creating a better understanding of metrics\, contributes to more actionable decisions and increases employee involvement. \nIn our presentation\, we will present some bottlenecks in the process of metrics communication and the strategies for overcoming them. We will also discuss the advantages and disadvantages of different channels for transmitting information about metrics. Further\, we will discuss the issues of trust and control in the context of software metrics delivery. \nSpeaker: Nataliya Berbyuk Lindström\, Associate Professor\, Department of Applied IT\, University of Gothenburg \n__________________________________________ \nMicrosoft Teams meeting \nJoin on your computer or mobile app \nClick here to join the meeting \nLearn More | Meeting options \n__________________________________________\nSC_LunchSeminars mailing list SC_LunchSeminars@lists.chalmers.sehttps://lists.chalmers.se/mailman/listinfo/sc_lunchseminars
URL:https://www.software-center.se/event/lunch-seminar-communicating-software-metrics/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Miroslaw Staron":MAILTO:Miroslaw.Staron@cse.gu.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20211129T120000
DTEND;TZID=Europe/Stockholm:20211129T123000
DTSTAMP:20260522T110501
CREATED:20211126T103935Z
LAST-MODIFIED:20211126T103935Z
UID:4081-1638187200-1638189000@www.software-center.se
SUMMARY:Lunch seminar: Consistent development artifacts
DESCRIPTION:Welcome to the next Software Center lunch seminar hosted by theme 2: Consistent development artifacts – a reality check \nSpeaker: Jan Carlson\, Mälardalen University \n \nDevelopment of complex software of high quality can involve a number of artifacts in addition to the produced code\, from requirement documents\, models at architectural and design level to test suits. As development becomes more agile\, these artifacts must be allowed to evolve concurrently\, while still retaining a sufficient level of consistency between them (or at least being aware of inconsistencies). This talk addresses the topic of consistency and synchronization between different development artefacts and how this relates to the push towards shorter development cycles. Different kinds of consistency challenges will be presented\, as well as to what extent existing solutions proposed by academia are suitable in concrete industrial contexts. \nMost welcome to the seminar and please share this invitation with your colleagues! \nAlso\, please note that everyone interested in getting invitation to future lunch seminars can sign up using the following link: https://lists.chalmers.se/mailman/listinfo/sc_lunchseminars \n\n\n  \n_________________________________________\nMicrosoft Teams-möte\n\n\nJobba på datorn eller mobilappen\nKlicka här för att ansluta till mötet\n\nEller ring in (endast ljud)\n+46 8 505 218 36\,\,915731636#   Sweden\, Stockholm\n\nTelefonkonferens-ID: 915 731 636# \nHitta ett lokalt nummer | Återställ PIN-kod\nLäs mer | Mötesalternativ\n\n\n__________________________________________\n— SC_LunchSeminars mailing list SC_LunchSeminars@lists.chalmers.sehttps://lists.chalmers.se/mailman/listinfo/sc_lunchseminars
URL:https://www.software-center.se/event/lunch-seminar-consistent-development-artifacts/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Jan Carlson":MAILTO:jan.carlson@mdh.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20211115T120000
DTEND;TZID=Europe/Stockholm:20211115T123000
DTSTAMP:20260522T110501
CREATED:20211201T220326Z
LAST-MODIFIED:20211201T220326Z
UID:4109-1636977600-1636979400@www.software-center.se
SUMMARY:Lunch seminar: OpenAI and CodeX
DESCRIPTION:The seminar OpenAI and CodeX – state-of-the-art in using AI for programming tasks – in the context of Software Center is hosted by theme 5 (AI Engineering) and the presentation is given by Miroslaw Staron\, professor at Chalmers and Gothenburg University and the leader of theme 3. \nOpenAI consortium has developed a beta version of a powerful AI model\, capable of writing software based on natural language description of an algorithm. This model\, CodeX\, is capable of such tasks as re-writing the same program from one programming language to another\, or defect removal. In this talk\, we will take this CodeX model for a test drive\, checking how it behaves for non-trivial programming tasks\, check how it deals with fixing defects in our own code and compare its possibilities to the models developed in software center in this area. \n  \n 
URL:https://www.software-center.se/event/lunch-seminar-openai-and-codex/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Miroslaw Staron":MAILTO:Miroslaw.Staron@cse.gu.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20211115T120000
DTEND;TZID=Europe/Stockholm:20211115T123000
DTSTAMP:20260522T110501
CREATED:20211108T210814Z
LAST-MODIFIED:20211108T210814Z
UID:3958-1636977600-1636979400@www.software-center.se
SUMMARY:State-of-the-art in using AI for programming tasks
DESCRIPTION:Most welcome to the Software Center Brown Bag seminar on November 15th:\nOpenAI and CodeX – state-of-the-art in using AI for programming tasks – in the context of Software Center \nThe seminar is hosted by theme 5 (AI Engineering) and the presentation is given by Miroslaw Staron\, professor at Chalmers and Gothenburg University and the leader of theme 3. \nPresenter: Miroslaw Staron \nOpenAI consortium has developed a beta version of a powerful AI model\, capable of writing software based on natural language description of an algorithm. This model\, CodeX\, is capable of such tasks as re-writing the same program from one programming language to another\, or defect removal. In this talk\, we will take this CodeX model for a test drive\, checking how it behaves for non-trivial programming tasks\, check how it deals with fixing defects in our own code and compare its possibilities to the models developed in software center in this area. \n____________________________________________\nMicrosoft Teams meeting \nJoin on your computer or mobile app \nClick here to join the meeting \nLearn More | Meeting options \n____________________________________________\n— Sc_bb mailing list Sc_bb@lists.chalmers.sehttps://lists.chalmers.se/mailman/listinfo/sc_bb
URL:https://www.software-center.se/event/state-of-the-art-in-using-ai-for-programming-tasks/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20211108T120000
DTEND;TZID=Europe/Stockholm:20211108T123000
DTSTAMP:20260522T110501
CREATED:20211031T175855Z
LAST-MODIFIED:20211031T180024Z
UID:3781-1636372800-1636374600@www.software-center.se
SUMMARY:Lunch seminar: Why data for AI needs context
DESCRIPTION:Most welcome to the Software Center Brown Bag seminar on November 8th:\n”Setting AI in context: Why data for AI needs context”\nThe seminar is hosted by theme 4 (‘Customer Data and Ecosystem Driven Development’) and we are happy to welcome Hans-Martin Heyn as our speaker. Hans-Martin is a Postdoctoral researcher at the Department of Computer Science and Engineering at Chalmers/University of Gothenburg. \nFor automated driving systems the operational context needs to be known in order to state guarantees on performance and safety. We show\, based on semi-structured interviews\, that major uncertainties exist in how to clearly define and document the operational context in a diverse and distributed development environment such as the automotive industry. This is problematic especially for systems using machine learning\, because data attributes and data quality for training and validation depends on the assumed context of the system. Based on Design Science Research\, we propose a Data Quality Assessment and Maintenance Framework\, to systematically manage data quality and related requirements. \nMost welcome to the seminar and please share this invite with your colleagues! \nAlso\, please note that everyone interested in getting the invites for the Brown Bag seminars can sign up using the following link: https://lists.chalmers.se/mailman/listinfo/sc_bb \n______________________________________________________ \nMicrosoft Teams meeting \nJoin on your computer or mobile app \nClick here to join the meeting \nOr call in (audio only) \n+46 8 505 252 11\,\,335136139#   Sweden\, Stockholm \nPhone Conference ID: 335 136 139# \nFind a local number | Reset PIN \nLearn More | Meeting options \n______________________________________________________ \n— Sc_bb mailing list Sc_bb@lists.chalmers.se https://lists.chalmers.se/mailman/listinfo/sc_bb
URL:https://www.software-center.se/event/lunch-seminar-why-data-for-ai-needs-context/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Helena Holmstr%C3%B6m Olsson":MAILTO:helena.holmstrom.olsson@mau.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20211101T120000
DTEND;TZID=Europe/Stockholm:20211101T123000
DTSTAMP:20260522T110501
CREATED:20211025T144336Z
LAST-MODIFIED:20211025T144336Z
UID:3761-1635768000-1635769800@www.software-center.se
SUMMARY:Lunch seminar: Improving Machine Learning-based Test Case Selection
DESCRIPTION:Welcome to the next Brown bag seminar: Noise Handling for Improving Machine Learning-based Test Case Selection \nThis week\, our doctoral candidate Khaled Al-Sabbagh will present his research about noise selection – which is a preparation for his Licentiate seminar. \nBackground:\nContinuous integration is a modern software engineering practice that promotes for continuously integrating and testing new code changes as soon as they get submitted to the project repository.  One challenge in continuous integration concerns the ability to select a subset of test cases that have the highest probability of revealing faults during each integration cycle. The availability of large amounts of data about code changes and executed test cases in continuous integration systems poses an opportunity to design data-driven approaches that can effectively select test cases for regression testing. \nObjective: The objective of this thesis is to create a method for selecting test cases that have the highest probability of revealing faults in the system\, given new code changes pushed into the code-base. Using  historically committed source code and their respective executed test cases\, we can utilize textual analysis and machine learning to design a method\, called MeBoTS\, that can learn the selection of test cases. \nMethod: To address this objective\, we carried out two design science research cycles and two controlled experiments. A combination of quantitative and qualitative data collection methods were used\, including testing and code commits data\, surveys\, and a workshop\, to evaluate and improve the effectiveness of MeBoTS in selecting effective test cases. \nResults: The main findings of this thesis are that: 1) using an elimination and a re-labelling strategy for handling class noise in the data increases the performance of MeBoTS from 25% to 84% (F1-score)\, 2) eliminating attribute noise from the training data does not improve the predictive performance of a test selection model (F1-score remains unchanged at 66%)\, and 3) memory management changes in the source code should be tested with performance\, load\, soak\, stress\, volume\, and capacity tests; the algorithmic complexity changes should be tested with the same tests for memory management code changes in addition to maintainability tests. \nConclusion: Our first conclusion is that textual analysis of source code can be effective in test case selection if a class noise handling strategy is applied for curating incorrectly labeled data points in the training data. Secondly\, test orchestrators do not need to handle attribute noise in the data\, since it does not lead to an improvement in the performance of MeBoTS. Finally\, we conclude that the performance of MeBoTS can be improved by instrumenting a tool that automatically associates code changes of specific types to test cases that are in dependency for training. \n__________________________________________ \nMicrosoft Teams meeting \nJoin on your computer or mobile app \nClick here to join the meeting \nLearn More | Meeting options \n__________________________________________ \n— Sc_bb mailing list Sc_bb@lists.chalmers.sehttps://lists.chalmers.se/mailman/listinfo/sc_bb
URL:https://www.software-center.se/event/lunch-seminar-improving-machine-learning-based-test-case-selection/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Miroslaw Staron":MAILTO:Miroslaw.Staron@cse.gu.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20211025T120000
DTEND;TZID=Europe/Stockholm:20211025T123000
DTSTAMP:20260522T110501
CREATED:20211023T094803Z
LAST-MODIFIED:20211023T094803Z
UID:3757-1635163200-1635165000@www.software-center.se
SUMMARY:Lunch seminar: Continuous safety conformance - but\, what is safety?
DESCRIPTION:Welcome to the next Software Center Brown Bag seminar hosted by theme 2: Continuous safety conformance/compliance/self-assessment…WOW! But\, what is safety? \nSpeaker: Barbara Gallina\, associate professor\, Mälardalen University \nIn this talk\, first\, we will recall the notion of safety. Then\, we will provide a possible solution for continuous safety conformance/compliance/self-assessment based on OSLC (Open Services for Lifecycle Collaboration). \nMost welcome to the seminar and please share this invite with your colleagues! \nAlso\, please note that everyone interested in getting invites for future Brown Bag seminars can sign up using the following link:\nhttps://lists.chalmers.se/mailman/listinfo/sc_bb \n  \n______________________________________________________\nMicrosoft Teams-möte \nJobba på datorn eller mobilappen \nKlicka här för att ansluta till mötet \nEller ring in (endast ljud) \n+46 8 505 218 36\,\,185702397#   Sweden\, Stockholm \nTelefonkonferens-ID: 185 702 397# \nHitta ett lokalt nummer | Återställ PIN-kod \nLäs mer | Mötesalternativ \n________________________________________________________________________________ \n— Sc_bb mailing list Sc_bb@lists.chalmers.se
URL:https://www.software-center.se/event/lunch-seminar-continuous-safety-conformance-but-what-is-safety/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Jan Carlson":MAILTO:jan.carlson@mdh.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20211018T120000
DTEND;TZID=Europe/Stockholm:20211018T123000
DTSTAMP:20260522T110501
CREATED:20211012T194337Z
LAST-MODIFIED:20211012T194403Z
UID:3740-1634558400-1634560200@www.software-center.se
SUMMARY:Lunch seminar: Biases in testing - how aware are we?
DESCRIPTION:Brown-Bag seminar by Theme1: Biases in testing: how aware are we?\n  \nIn our current research work\, we investigate the influence of prior beliefs\, expectations\, preconceptions\, and biases on testing and test automation. As a first step\, we studied the awareness of the industry regarding this topic by surveying test practitioners from all over Europe. In this seminar\, we will outline some of the preliminary results.\n \nSpeakers: Eduard Paul Enoiu\, MdH\, Alexandru Cusmaru\, Siemens\n \nWarmly Welcome!\n_______________________________________________________\n\nMicrosoft Teams-möte\nJobba på datorn eller mobilappen\nKlicka här för att ansluta till mötet\nEller ring in (endast ljud)\n+46 8 505 323 41\,\,911319301#   Sweden\, Stockholm \nTelefonkonferens-ID: 911 319 301# \nHitta ett lokalt nummer | Återställ PIN-kod
URL:https://www.software-center.se/event/lunch-seminar-biases-in-testing-how-aware-are-we/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Kristian Sandahl":MAILTO:kristian.sandahl@liu.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20211011T120000
DTEND;TZID=Europe/Stockholm:20211011T123000
DTSTAMP:20260522T110501
CREATED:20210927T184804Z
LAST-MODIFIED:20210927T184804Z
UID:3719-1633953600-1633955400@www.software-center.se
SUMMARY:Lunch seminar: Ericsson Research - what’s in it for me?
DESCRIPTION:You are very welcome to a brownbag seminar by Anders Aronsson from Ericsson Research where he will talk about their research and how it impacts society. \nAbstract:\nWho are we at Ericsson Research in Gothenburg and what are we really doing?\nWhat does “research” mean within our company\, and how does it look like?\nSome examples and how we aim to make an impact on our society. \nWarm welcome! \n__________________________________________________________________Microsoft Teams meeting \nJoin on your computer or mobile app \nClick here to join the meeting \nLearn More | Meeting options \n__________________________________________________________________ \n— Sc_bb mailing list Sc_bb@lists.chalmers.se https://lists.chalmers.se/mailman/listinfo/sc_bb \n 
URL:https://www.software-center.se/event/lunch-seminar-ericsson-research-whats-in-it-for-me/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210927T120000
DTEND;TZID=Europe/Stockholm:20210927T123000
DTSTAMP:20260522T110501
CREATED:20210920T135826Z
LAST-MODIFIED:20210921T072110Z
UID:3706-1632744000-1632745800@www.software-center.se
SUMMARY:Lunch seminar: Move the world easy & sustainable
DESCRIPTION:Most welcome to the next Software Center Brown Bag seminar hosted by theme 4 (‘Customer Data and Ecosystem Driven Development’)\, September 27th at 12:00 – 12:30. \nAt the seminar\, we will get to learn about our most recent Software Center member company\, Toyota Material Handling\, and the ways in which digitalization is experienced in this domain. \nAs our speaker\, we have the privilege to present Roger Westman\, Manager of Program and Systems Management\, Toyota Material Handling. \nAbstract\nAlmost everything you own has been moved placed on a pallet. Moving goods such as milk packages\, clothes\, medication\, candy and more is a part of a vital bloodstream in our society. How does it work when goods are moved around in warehouses and production facilities and what does digitalization mean to us who work in this business? Introducing Toyota Material Handling Logistics Solution and what the digitalization journey\, including self-driving vehicles and robots\,  means for us. \nMost welcome to the seminar and please share this invite with your colleagues! \nAlso\, please note that everyone interested in getting the invites for the Brown Bag seminars can sign up using the following link:\nhttps://lists.chalmers.se/mailman/listinfo/sc_bb \n_______________________________________________________Microsoft Teams meeting\nJoin on your computer or mobile app \nClick here to join the meeting \nOr call in (audio only) \n+46 8 505 252 11\,\,853253437#   Sweden\, Stockholm \nPhone Conference ID: 853 253 437# \nFind a local number | Reset PIN \nLearn More | Meeting options \n_______________________________________________________
URL:https://www.software-center.se/event/lunch-seminar-move-the-world-easy-sustainable/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Helena Holmstr%C3%B6m Olsson":MAILTO:helena.holmstrom.olsson@mau.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210920T120000
DTEND;TZID=Europe/Stockholm:20210920T123000
DTSTAMP:20260522T110501
CREATED:20210916T083420Z
LAST-MODIFIED:20210916T083656Z
UID:3697-1632139200-1632141000@www.software-center.se
SUMMARY:Metrics lunch seminar
DESCRIPTION:Deep neural networks trained on source code have been shown to automate routine development tasks such as code completion\, comments generation\, etc. But is such an AI expert in coding also an expert in software design? With design often being considered as a specialist skill\, what do we do to ensure that the model understands nuances of SW design? Ensuring this opens up possibilities of automating design-related tasks. This talk will introduce our first experiments in taking a deep learning approach to SW design. \nSpeaker: Dhasarathy Parthasarathy\, Principal Research Engineer\, Volvo Group \nLooking forward to see you all next Monday! \n___________________________________________________________ \nMicrosoft Teams meeting \nJoin on your computer or mobile app \nClick here to join the meeting \nLearn More | Meeting options \n___________________________________________________________
URL:https://www.software-center.se/event/metrics-lunch-seminar/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Miroslaw Staron":MAILTO:Miroslaw.Staron@cse.gu.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210913T120000
DTEND;TZID=Europe/Stockholm:20210913T123000
DTSTAMP:20260522T110501
CREATED:20210908T063339Z
LAST-MODIFIED:20210908T063339Z
UID:3677-1631534400-1631536200@www.software-center.se
SUMMARY:Lunch seminar: "Macrodebts" in microservices
DESCRIPTION:Welcome to another Software Center lunch seminar\, this time from theme 2:\n“Macrodebts” in microservices: understanding and managing them \nSpeakers: Antonio Martini and Saulo Soares de Toledo \nThe microservices architectural style is increasing in popularity because it helps companies deliver value to their customers fast and continuously. However\, a microservice architecture is prone to costly architectural technical debt (ATD)\, if not timely identified and avoided or removed. The most important ATDs must be prioritized. Still\, there is limited knowledge regarding the identification and prioritization of ATD in companies developing or migrating to microservices. We conducted a set of studies in 10 companies on the identification and management of ATD in microservices. We propose a prioritization strategy by presenting data from experienced companies\, and we measure the benefits and costs of reducing ATD in microservices. Other organizations may use the information shared to help identify and manage ATDs in microservices in their own contexts. \n _____________________________________________________ \nMicrosoft Teams-möte \nJobba på datorn eller mobilappen \nKlicka här för att ansluta till mötet \nEller ring in (endast ljud) \n+46 8 505 218 36\,\,342816243#   Sweden\, Stockholm \nTelefonkonferens-ID: 342 816 243# \nHitta ett lokalt nummer | Återställ PIN-kod \nLäs mer | Mötesalternativ
URL:https://www.software-center.se/event/lunch-seminar-macrodebts-in-microservices/
LOCATION:Västerås\, Västerås\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Jan Carlson":MAILTO:jan.carlson@mdh.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210906T120000
DTEND;TZID=Europe/Stockholm:20210906T123000
DTSTAMP:20260522T110501
CREATED:20210905T125042Z
LAST-MODIFIED:20210905T125055Z
UID:3674-1630929600-1630931400@www.software-center.se
SUMMARY:Lunch seminar: Individual test designer performance
DESCRIPTION:Lunch seminar hosted by Theme1:\nIndividual test designer performance – an elephant in the room or an asset for improvement? \nSpeaker: Kristian Sandahl Linköping university \nIt is often heard that the quality of test code suffers compared to production code. A frequent problem is flaky tests\, where it is time consuming to determine the credibility of the test. The underlying assumption of this planned research is that probable causes can depend on the way humans design test cases and that a good part of the problems might have been discovered with static analysis of the test code. Remedies can be sought in identifying training needs\, finding good patterns for test design\, and applying automatic code repair. \nThis research involves acquiring sensitive information\, and I would like to discuss with the audience how this can be handled. I will share some past experience to get us started. \n____________________________________________________________ \nMicrosoft Teams-möte: \nKlicka här för att ansluta till mötet \nEller ring in (endast ljud) \n+46 8 505 323 41\,\,856354173#   Sweden\, Stockholm \nTelefonkonferens-ID: 856 354 173# \nHitta ett lokalt nummer | Återställ PIN-kod \n 
URL:https://www.software-center.se/event/lunch-seminar-individual-test-designer-performance-an-elephant-in-the-room-or-an-asset-for-improvement/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Kristian Sandahl":MAILTO:kristian.sandahl@liu.se
END:VEVENT
END:VCALENDAR