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BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20211115T120000
DTEND;TZID=Europe/Stockholm:20211115T123000
DTSTAMP:20260524T045203
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:20211115T090000
DTEND;TZID=Europe/Stockholm:20211115T100000
DTSTAMP:20260524T045203
CREATED:20201214T091345Z
LAST-MODIFIED:20201214T091345Z
UID:2424-1636966800-1636970400@www.software-center.se
SUMMARY:Coordination team meeting
DESCRIPTION:
URL:https://www.software-center.se/event/coordination-team-meeting-48/
LOCATION:Virtual event\, Sweden
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20211108T120000
DTEND;TZID=Europe/Stockholm:20211108T123000
DTSTAMP:20260524T045203
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:20260524T045203
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:20260524T045203
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:20260524T045203
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:20260524T045203
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:20211011T090000
DTEND;TZID=Europe/Stockholm:20211011T100000
DTSTAMP:20260524T045203
CREATED:20201214T091303Z
LAST-MODIFIED:20201214T091303Z
UID:2422-1633942800-1633946400@www.software-center.se
SUMMARY:Coordination team meeting
DESCRIPTION:
URL:https://www.software-center.se/event/coordination-team-meeting-47/
LOCATION:Virtual event\, Sweden
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20211004T100000
DTEND;TZID=Europe/Stockholm:20211004T130000
DTSTAMP:20260524T045203
CREATED:20201214T091213Z
LAST-MODIFIED:20201214T091213Z
UID:2420-1633341600-1633352400@www.software-center.se
SUMMARY:Mid-sprint steering committee meeting
DESCRIPTION:
URL:https://www.software-center.se/event/mid-sprint-steering-committee-meeting-9/
LOCATION:Virtual event\, Sweden
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210927T120000
DTEND;TZID=Europe/Stockholm:20210927T123000
DTSTAMP:20260524T045203
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:20260524T045203
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:20260524T045203
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:20210913T090000
DTEND;TZID=Europe/Stockholm:20210913T100000
DTSTAMP:20260524T045203
CREATED:20201214T091107Z
LAST-MODIFIED:20201214T091107Z
UID:2418-1631523600-1631527200@www.software-center.se
SUMMARY:Coordination team meeting
DESCRIPTION:
URL:https://www.software-center.se/event/coordination-team-meeting-46/
LOCATION:Virtual event\, Sweden
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;VALUE=DATE:20210913
DTEND;VALUE=DATE:20210918
DTSTAMP:20260524T045203
CREATED:20210429T103111Z
LAST-MODIFIED:20210429T194613Z
UID:2669-1631491200-1631923199@www.software-center.se
SUMMARY:ECSA´21: European Conference on Software Architecture
DESCRIPTION:The European Conference on Software Architecture (ECSA) is the premier European software architecture conference and we are now organising its 15th edition.\n\nDeadline for paper submission to the Industry Track is extended to May 13\, 2021.\n\n\n\n  \nSoftware Center contact: Marjan Sirjani\, Mälardalen University\, PC Chair of ECSA 2021 Industry Track
URL:https://www.software-center.se/event/ecsa2021/
LOCATION:Virtual event\, Sweden
CATEGORIES:Conference
ORGANIZER;CN="Marjan Sirjani":MAILTO:marjan.sirjani@mdh.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210909T090000
DTEND;TZID=Europe/Stockholm:20210909T110000
DTSTAMP:20260524T045203
CREATED:20210824T085209Z
LAST-MODIFIED:20210824T085607Z
UID:3637-1631178000-1631185200@www.software-center.se
SUMMARY:Design Methods and Processes for ML/DL Models
DESCRIPTION:Welcome to Meenu Mary John´s licentiate seminar! \nMeenu defends her licentiate thesis: Design Methods and Processes for ML/DL Models \n\nOpponent: Professor Maria Paasivaara\, LUT University\, Finland\nExaminer: Professor Jan Persson\, Malmö University\nChair of the seminar: Professor Helena Holmström Olsson\n\nAbstract:\nContext: With the advent of Machine Learning (ML) and especially Deep Learning (DL) technology\, companies are increasingly using Artificial Intelligence (AI) in systems\, along with electronics and software. Nevertheless\, the end-to-end process of developing\, deploying and evolving ML and DL models in companies brings some challenges related to the design and scaling of these models. For example\, access to and availability of data is often challenging\, and activities such as collecting\, cleaning\, preprocessing\, and storing data\, as well as training\, deploying and monitoring the model(s) are complex. Regardless of the level of expertise and/or access to data scientists\, companies in all embedded systems domain struggle to build high-performing models due to a lack of established and systematic design methods and processes. \nObjective: The overall objective is to establish systematic and structured design methods and processes for the end-to-end process of developing\, deploying and successfully evolving ML/DL models. \nMethod: To achieve the objective\, we conducted our research in close collaboration with companies in the embedded systems domain using different empirical research methods such as case study\, action research and literature review. \nResults and Conclusions: This research provides six main results: First\, it identifies the activities that companies undertake in parallel to develop\, deploy and evolve ML/DL models\, and the challenges associated with them. Second\, it presents a conceptual framework for the continuous delivery of ML/DL models to accelerate AI-driven business in companies. Third\, it presents a framework based on current literature to accelerate the end-to-end deployment process and advance knowledge on how to integrate\, deploy and operationalize ML/DL models. Fourth\, it develops a generic framework with five architectural alternatives for deploying ML/DL models at the edge. These architectural alternatives range from a centralized architecture that prioritizes (re)training in the cloud to a decentralized architecture that prioritizes (re)training at the edge. Fifth\, it identifies key factors to help companies decide which architecture to choose for deploying ML/DL models. Finally\, it explores how MLOps\, as a practice that brings together data scientist teams and operations\, ensures the continuous delivery and evolution of models. \nLink to DiVA \n————————————————————————————————- \nJoin Zoom Meeting \nhttps://mau-se.zoom.us/j/68112512442?pwd=OXhOZ2tRcFZlMWZkRk5mYldzRm8xUT09 \n  \nMeeting ID: 681 1251 2442 \nPasscode: 745700 \n 
URL:https://www.software-center.se/event/design-methods-and-processes-for-ml-dl-models/
LOCATION:Virtual event\, Sweden
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210906T120000
DTEND;TZID=Europe/Stockholm:20210906T123000
DTSTAMP:20260524T045203
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
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210830T120000
DTEND;TZID=Europe/Stockholm:20210830T123000
DTSTAMP:20260524T045203
CREATED:20210830T064133Z
LAST-MODIFIED:20210830T064133Z
UID:3655-1630324800-1630326600@www.software-center.se
SUMMARY:Lunch seminar: AI-Powered Fault Tolerance in Data Pipelines
DESCRIPTION:Welcome to the Software Center brown bag seminar organized by the AI engineering theme. The speaker is Aiswarya Raj\, PhD student at Chalmers. \nAbstract: A large volume of high-quality data is mission-critical for real-world AI applications. Data pipelines consolidate data from disparate sources into one common destination\, enable quick data accessibility\, and ensure consistent data quality\, which is crucial for AI applications. Companies from all domains experience data quality issues and practitioners report that they spend a significant amount of time in data pre-processing. Thus\, validating the quality of data is critical for establishing the trustworthiness of data pipelines\, but is mostly a challenging task of complex real-world applications. State-of-the-practice solutions require explicit domain expertise and are often implemented using a rule-based fault detection system. However\, due to the evolving nature of the data (data drifts)\, it is difficult to anticipate all faults associated with data that may occur in the data pipeline. Therefore\, in this talk\, the main focus will be on employing AI in the data pipeline for the detection of such faults and invoking corresponding mitigation strategies. We use a four-stage model to implement the AI-powered fault-tolerant data pipelines. From a research perspective\, the main benefit of the project is to enable companies to develop a data pipeline that delivers high-quality data products. To companies\, project results will help to reduce the amount of data pre-processing work done by data scientists\, data analysts and other AI practitioners while working with data\, which in turn accelerates the entire AI system development process. \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-ai-powered-fault-tolerance-in-data-pipelines/
LOCATION:Virtual event\, Sweden
CATEGORIES:Lunch seminar
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210823T120000
DTEND;TZID=Europe/Stockholm:20210823T123000
DTSTAMP:20260524T045203
CREATED:20210710T194146Z
LAST-MODIFIED:20210710T194222Z
UID:3559-1629720000-1629721800@www.software-center.se
SUMMARY:Lunch seminar: Don’t let sample size stop your A/B experiments
DESCRIPTION:Most welcome to the next Software Center Brown Bag seminar which will be hosted by theme 4 (‘Customer Data and Ecosystem Driven Development’) on August 23rd\, 12:00 – 12:30. \nOur presenter is Yuchu Liu who is an industrial PhD student at Volvo Cars. \nPlease find the title and the abstract of the talk below. Also\, attached to this e-mail are two recent papers by Yuchu in which she presents the research that works as the basis for this talk. \nAbstract:\nA/B testing is gaining attention in the automotive sector as a promising tool to measure casual effects from software changes. Different from the web-facing businesses where A/B testing is a well-established practice\, the automotive domain often suffers from limited eligible users to participate in online experiments. To address this shortcoming\, this talk describes how to run A/B testing with small sample sizes. In particular\, the talk presents a method for designing balanced control and treatment groups so that sound conclusions can be drawn from experiments with small sample sizes. Based on case study research with companies in the automotive domain\, the talk identifies the benefits and limitations of the A/B group design method. \n_______________________________________________ \nPlease help us forward this invite to your colleagues if you feel that this talk might be in their interest! \nWe look forward to meet with you at the Brown Bag seminar series in August – and until then we wish all of you a very nice summer! \n  \nRegards\,\nHelena \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\,\,876677862#   Sweden\, Stockholm \nPhone Conference ID: 876 677 862# \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-dont-let-sample-size-stop-your-a-b-experiments/
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:20210816T130000
DTEND;TZID=Europe/Stockholm:20210816T170000
DTSTAMP:20260524T045203
CREATED:20201214T090953Z
LAST-MODIFIED:20201214T090953Z
UID:2416-1629118800-1629133200@www.software-center.se
SUMMARY:General Assembly and strategy workshop
DESCRIPTION:
URL:https://www.software-center.se/event/general-assembly-and-strategy-workshop-5/
LOCATION:Virtual event\, Sweden
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210816T090000
DTEND;TZID=Europe/Stockholm:20210816T100000
DTSTAMP:20260524T045203
CREATED:20201214T090904Z
LAST-MODIFIED:20201214T090904Z
UID:2414-1629104400-1629108000@www.software-center.se
SUMMARY:Coordination team meeting
DESCRIPTION:
URL:https://www.software-center.se/event/coordination-team-meeting-45/
LOCATION:Virtual event\, Sweden
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210622T100000
DTEND;TZID=Europe/Stockholm:20210622T130000
DTSTAMP:20260524T045203
CREATED:20201214T090453Z
LAST-MODIFIED:20201214T090815Z
UID:2412-1624356000-1624366800@www.software-center.se
SUMMARY:Steering committee meeting
DESCRIPTION:
URL:https://www.software-center.se/event/steering-committee-meeting-8/
LOCATION:Virtual event\, Sweden
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210622T090000
DTEND;TZID=Europe/Stockholm:20210622T100000
DTSTAMP:20260524T045203
CREATED:20201214T090354Z
LAST-MODIFIED:20201214T090354Z
UID:2410-1624352400-1624356000@www.software-center.se
SUMMARY:Coordination team meeting
DESCRIPTION:
URL:https://www.software-center.se/event/coordination-team-meeting-44/
LOCATION:Virtual event\, Sweden
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210618T130000
DTEND;TZID=Europe/Stockholm:20210618T160000
DTSTAMP:20260524T045203
CREATED:20201214T090300Z
LAST-MODIFIED:20201214T090300Z
UID:2408-1624021200-1624032000@www.software-center.se
SUMMARY:Task force meeting for planning sprint 21
DESCRIPTION:
URL:https://www.software-center.se/event/task-force-meeting-for-planning-sprint-21/
LOCATION:Virtual event\, Sweden
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210617T100000
DTEND;TZID=Europe/Stockholm:20210617T170000
DTSTAMP:20260524T045203
CREATED:20201207T110842Z
LAST-MODIFIED:20210710T193806Z
UID:2362-1623924000-1623949200@www.software-center.se
SUMMARY:Software Center Reporting Workshop and 10 years´ anniversary
DESCRIPTION:Location:\nThe event will be all digital over Teams and YouTube: \n\nYouTube at this link: https://youtu.be/LDWTrkeHgYU\nor interact with us through\nTeams: Click here to join the meeting\n\nBackground for Teams\nIf you like the SoftwareCenter teams background\, feel free to download it and use it for todays Reporting workshop! \nClick for full-size image \nIntroduction:\nIn Software Center\, companies and universities work together to accelerate the adoption of novel approaches to software engineering. The reporting workshop takes place twice a year\, in June and December. This one day event aims at sharing results from research and cooperation within Software Center. The agenda ranges from key note presentations to in-depth sessions for themes and projects. The cooperation between academia and companies in Software Center creates the software engineering success stories that industry needs. \nIn 2021 we celebrate the first 10 years in Software Center! \nRegistration:\nPlease register at this link: https://forms.gle/F8ea6KTdjtzmG9Sf9 \n\n\n\n\nAgenda and links:\n10:00-10:30: Opening: Jan Bosch\nRecording of the presentation>> \n10:30-11:00: Keynote presentation: Erik Ekudden\, CTO of Ericsson \n11:00-12:00: Community updates in parallel \n\nSoftware engineering\, chairs: Miroslaw Staron\, Wilhelm Meding\, Jan Carlson and Kristian Sandahl\n11.00 – 11.30: SE Challenges and opportunities at Volvo Cars\, Jonn Lantz and Kent Niesel\n11.30 – 12.00: Who needs manual testing\, anyway? Daniel Ståhl\, Ericsson\nProduct management\, chair: Helena H Olsson\nThe value of having a loyal Ecosystem and how to transition it in disruption: Anders Görtz\, Global Product Manager Service Platform and IoT\, Axis Communications\nAI engineering\, chair: Jan Bosch\nDeep learning for autonomous driving – applications and development flows: Mikael Johansson\, acting Head of AI Technologies\, Autonomous Driving at Scania CV AB\n\n12:00 – 13: 00 Lunch break \n13:00 – 15:00: Up-dates from Software Center projects – parallel tracks (detailed up-date closer to the event): \n\nTheme 1: Continuous delivery\n\n13:00-13:30 Mob Programming: From Avant-Garde Experimentation to Established Practice (project 6\, Daniel Ståhl)\n13:30-14:00 Timing Properties and Scheduling in Distributed Systems (project 29\, Marjan Sirjani)\n14:00-14:30 Automated Root Cause Analysis for Flaky Tests produced by Randomness and Asynchronous Calls (project 30\, Azeem Ahmad)\n14.30-15:00 AI for Testing / Testing for AI: Where do investigated software center companies stand? (project 30\, Azeem Ahmad)\n\n\nTheme 2: Architecture\n\n13:00–13:30 Managing Inconsistent Development Artefacts (project 35\, Robbert Jongeling and Jan Carlson)\n13:30–14:00 Machine Learning-based Characterization of Software Performance Regression (project 43\, Masud Abu Naser)\n14:00–14:40 Managing Architectural Technical Debt and Process Debt (projects 2 and 42\, Antonio Martini\, Terese Besker and Jan Bosch)\n14:40–15:00 Q&A and group discussion\n\n\n\nTheme 3: Metrics \n\n\n\n13.00 – 13.30: Class and attribute noise reduction techniques: Khaled Al Sabbagh\, Miroslaw Staron\n13.30 – 14.00: Stakeholder mapping: Dina Koutsikouri\, Nataliya Berbyuk Lindström\n14.00 – 14.30: Software Development Productivity Metrics: Miroslaw Staron\n14.30 – 15.00: Metric teams assessment and maturity visualization: Wilhelm Meding\n\n\nTheme 4: Customer Data and Ecosystem Driven Development\n\n13:00 – 13:30: Accelerating Digitalization Through Data (project 5): Helena H. Olsson and Jan Bosch\n13:30 – 14:00: Ecosystem Driven R&D Management (project 9): Helena H. Olsson and Jan Bosch\n14:00 – 14:30: RE for Large-Scale Agile Systems Development (project 27): Eric Knauss\, Jennifer Horkoff and Jan-Philipp Steghöfer\n14:30 – 15:00: Q&A and group discussion\n\n\nTheme 5: AI Engineering\n\n13:00 – 13:20: Experimentation in software intensive systems: David Issa Mattos\n13:20 – 13:40: Semi-supervised learning: Teodor Fredriksson\n14:30 – 14:00: Data pipelines for AI: Aiswarya Raj\n14:00 – 14:20: Federated learning using AF-DNDF: Hongy Zhang\n14:20 – 14:40: Towards MLOps: Meenu John\n14:40 – 15:00: A/B testing with small sample sizes: Yuchu Liu\n\n\n\nAfternoon plenary sessions:\n \n15:15 – 15:45: Keynote presentation: Software\, Data and AI: from research to industrial deployment\nSara Mazur\, Director Strategic Research at Knut and Alice Wallenberg Foundation and Chair Wallenberg AI\, Autonomous Systems and Software Program\, WASP \n15:45 – 16:15 Plans\, reflections & closing: Jan Bosch\nRecording of the presentation>> \n  \n\n\n\nErik Ekudden\, CTO Ericsson\nRecording of the presentation >> \nAs Ericsson’s CTO\, Erik Ekudden is responsible for setting the overall strategy and direction of technology leadership for Ericsson. In 2017 he re-located to Kista\, Sweden\, after nearly seven-years in Santa Clara\, California.His focus for the group is on strategic decisions and investments in mobility\, cloud\, artificial intelligence and Internet of things. This builds on his decades-long career in technology strategies and industry activities with leading customers and partners from 2G to 5G and beyond. Ekudden first joined Ericsson in 1993 working on mobile systems\,but rapidly moved into leadership within research and technology. He has served as research area director and vice president of technology strategy\, standardization and industry.He holds a Master of Science degree in Electrical Engineering from the Royal Institute of Technology in Stockholm\, Sweden. He is a member of the Royal Swedish Academy of Engineering Sciences (IVA).\n\n\n\n\n\n\n\nSara Mazur\, Director Strategic Research at Knut and Alice Wallenberg Foundation and Chair Wallenberg AI\, Autonomous Systems and Software Program\, WASP\nRecording of the presentation >>\nSara Mazur is Director Strategic Research at Knut and Alice Wallenberg Foundation and Chair Wallenberg AI\, Autonomous Systems and Software Program\, WASP.Prior to taking up these positions\, Mazur was Vice President and Head of Research at Ericsson\, responsible for all research at Ericsson globally and leading the global research organization Ericsson Research\, a position she held 2012-2018. Mazur worked 23 years for Ericsson on advanced technology and research to strengthen Ericsson’s technical excellence and has held many management positions in the group.\nMazur is since 2013 member of the Board of Directors of Saab AB and since 2018 member of the Board of Directors of Investor AB. She is also member of the boards of Combient AB and Nobel Prize Outreach AB. Mazur holds a Master’s of Science degree and a Ph.D. in electrical engineering from the KTH Royal Institute of Technology in Sweden. She is also an appointed Associate Professor in Fusion Plasma Physics in the same institute. 2015 she was appointed Honorary Doctorate Luleå Tekniska Universitet. Mazur is the inventor of 69 granted patents and has authored several journal articles in international physics journals and conference papers on international conferences. She is the co-author of the book Handbook of antennas in wireless communication. Mazur maintains close ties with academia and research institutes.She is a member of the Royal Swedish Academy of Engineering Sciences (IVA)\, department XI\, Education and Research\, and previously member of the boards of Research Institutes of Sweden (RISE)\, Chalmers Technical University\, and the School of Electrical Engineering at KTH\, the Royal Institute of Technology.
URL:https://www.software-center.se/event/reporting-workshop_june2021/
LOCATION:Virtual event\, Sweden
CATEGORIES:Promoted
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;VALUE=DATE:20210614
DTEND;VALUE=DATE:20210619
DTSTAMP:20260524T045203
CREATED:20201005T090810Z
LAST-MODIFIED:20210429T103652Z
UID:2175-1623628800-1624060799@www.software-center.se
SUMMARY:System of Systems Engineering Conference
DESCRIPTION:IEEE System\, Man\, and Cybernetics Society (SMC)\, in cooperation with the International Council on Systems Engineering (INCOSE)\, is organizing the 16th International Conference on System of Systems Engineering (SoSE) to be held in the Stockholm region\, Sweden. \nSystems of systems have vast ramifications in numerous engineering fields such as control\, computing\, communication\, information technology and in applications such as manufacturing\, defense\, national security\, aerospace\, aeronautics\, energy\, environment\, healthcare\, and transportation. The conference theme is “Autonomous Cyber-Physical Systems of Systems”. Papers on theories\, methodologies\, and applications of System of Systems Engineering in science\, technology\, industry\, and education are welcome. \nThe conference is planned to take place in the Stockholm region\, in a hybrid format allowing for both digital participation and local presence. \nSoftware Center is partnering with the organizing committee of the SoSE conference and plan for a co-located event focusing on Cyber-Physical Systems of Systems. Up-dates will follow!
URL:https://www.software-center.se/event/system-of-systems-engineering-conference/
CATEGORIES:Conference
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210611T233000
DTEND;TZID=Europe/Stockholm:20210611T233000
DTSTAMP:20260524T045203
CREATED:20201214T090103Z
LAST-MODIFIED:20210217T091107Z
UID:2404-1623454200-1623454200@www.software-center.se
SUMMARY:Deadline Sprint 21 project proposals
DESCRIPTION:Deadline Sprint 21 continued project proposals
URL:https://www.software-center.se/event/deadline-sprint-19-project-proposals-2/
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210604T140000
DTEND;TZID=Europe/Stockholm:20210604T150000
DTSTAMP:20260524T045203
CREATED:20201214T085950Z
LAST-MODIFIED:20201214T090206Z
UID:2402-1622815200-1622818800@www.software-center.se
SUMMARY:Deadline for new project proposals fr Sprint 21
DESCRIPTION:
URL:https://www.software-center.se/event/deadline-for-new-project-proposals-8/
LOCATION:Virtual event\, Sweden
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210531T120000
DTEND;TZID=Europe/Stockholm:20210531T123000
DTSTAMP:20260524T045203
CREATED:20210517T160629Z
LAST-MODIFIED:20210525T205244Z
UID:2701-1622462400-1622464200@www.software-center.se
SUMMARY:Lunch seminar: Are you using the MNIST dataset to compare the algorithms?
DESCRIPTION:Presenter: David Issa Mattos (PhD student\, Chalmers) \nOne of the most common tasks when developing a new tool is to benchmark it against competing tools. Both researchers and practitioners often look at the results of these benchmarks before selecting the appropriate tool. However\, the quality of the benchmark greatly influences the results. In this presentation\, we discuss how to evaluate if your benchmark has the appropriate difficulty level and is capable of differentiating the competing tools. We make an analogy with education and illustrate the assessment of benchmarks with two cases\, one in datasets for automated labeling algorithms and the other in optimization algorithms. In both cases\, the benchmarks are either too easy or too difficult and cannot be used to differentiate the tools. \n________________________________________________ \nMicrosoft Teams meeting \nJoin on your computer or mobile app \nClick here to join the meeting \nLearn More | Meeting options \n________________________________________________Make sure you and your colleagues registered on the SC_BB mailing list. You can do so at the following link: https://lists.chalmers.se/mailman/listinfo/sc_bb \n 
URL:https://www.software-center.se/event/lunch-seminar-3/
LOCATION:Virtual event\, Sweden
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210530T080000
DTEND;TZID=Europe/Stockholm:20210531T170000
DTSTAMP:20260524T045203
CREATED:20210415T181240Z
LAST-MODIFIED:20210415T181240Z
UID:2640-1622361600-1622480400@www.software-center.se
SUMMARY:WAIN'21: 1st Workshop on AI Engineering
DESCRIPTION:WAIN’21 – 1st Workshop on AI Engineering – Software Engineering for AI\nThe aim of the workshop is to bring together researchers and practitioners in software engineering\, in data-science and AI\, and to build up a community that will target the new challenges emerging in Software Engineering that AI/data-science engineers and software engineers are facing in development of AI-based systems. The workshop will be highly interactive: In addition to the invited keynotes and short paper presentations\, there will be several discussion sessions. We plan to combine local and remote participation. \nhttps://conf.researchr.org/home/icse-2021/wain-2021
URL:https://www.software-center.se/event/wain21-1st-workshop-on-ai-engineering/
LOCATION:Virtual event\, Sweden
CATEGORIES:Event
ORGANIZER;CN="Jan Bosch":MAILTO:jan.bosch@chalmers.se
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=Europe/Stockholm:20210526T130000
DTEND;TZID=Europe/Stockholm:20210526T150000
DTSTAMP:20260524T045203
CREATED:20210425T173440Z
LAST-MODIFIED:20210426T060831Z
UID:2655-1622034000-1622041200@www.software-center.se
SUMMARY:Lic seminar: Data management and Data Pipelines
DESCRIPTION:Data management and Data Pipelines: An empirical investigation in the embedded systems domain \nCandidate: Aiswarya Raj Munappy \nContext: Companies are increasingly collecting data from all possible sources to extract insights that help in data-driven decision-making. Increased data volume\, variety\, and velocity and the impact of poor quality data on the development of data products are leading companies to look for an improved data management approach that can accelerate the development of high-quality data products. Further\, AI is being applied in a growing number of fields and thus it is evolving as a horizontal technology. Consequently\, AI components are increasingly been integrated into embedded systems along with electronics and software. We refer to these systems as AI-enhanced embedded systems. Given the strong dependence of AI on data\, this expansion also creates a new space for applying data management techniques. \nObjective: The overall goal of this thesis is to empirically identify the data management challenges encountered during the development and maintenance of AI-enhanced embedded systems\, propose an improved data management approach and empirically validate the proposed approach. \nMethod: To achieve the goal\, we conducted this research in close collaboration with Software Center companies using a combination of different empirical research methods: case studies\, literature reviews\, and action research. \nResults and conclusions: This research provides five main results. First\, it identifies key data management challenges specific to Deep Learning models developed at embedded system companies. Second\, it examines the practices such as DataOps and data pipelines that help to address data management challenges. We observed that DataOps is the best data management practice that improves the data quality and reduces the time to develop data products. The data pipeline is the critical component of DataOps that manages the data life cycle activities. The study also provides the potential faults at each step of the data pipeline and the corresponding mitigation strategies. Finally\, the data pipeline model is realized in a small piece of data pipeline and calculated the percentage of saved data dumps through the implementation. \nFuture work: As future work\, we plan to realize the conceptual data pipeline model so that companies can build customized robust data pipelines. We also plan to analyse the impact and value of data pipelines in cross-domain AI systems and data applications. We also plan to develop AI-based fault detection and mitigation system suitable for data pipelines. \nhttps://chalmers.zoom.us/j/69864251037
URL:https://www.software-center.se/event/lic-seminar-data-management-and-data-pipelines/
LOCATION:Virtual event\, Sweden
CATEGORIES:Event
ORGANIZER;CN="Helena Holmstr%C3%B6m Olsson":MAILTO:helena.holmstrom.olsson@mau.se
END:VEVENT
END:VCALENDAR