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
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. At 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. As our speaker, we have the privilege to present Roger Westman, Manager of Program
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. Abstract: Who are we at Ericsson Research in Gothenburg and what are we really doing? What does “research” mean within our company, and how does it look like? Some examples and how we aim to make an impact on our society. Warm welcome! __________________________________________________________________Microsoft
Brown-Bag seminar by Theme1: Biases in testing: how aware are we? In 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. Speakers: Eduard Paul
Welcome to the next Software Center Brown Bag seminar hosted by theme 2: Continuous safety conformance/compliance/self-assessment…WOW! But, what is safety? Speaker: Barbara Gallina, associate professor, Mälardalen University In 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). Most welcome to the seminar and please share this invite with your colleagues!
Welcome to the next Brown bag seminar: Noise Handling for Improving Machine Learning-based Test Case Selection This week, our doctoral candidate Khaled Al-Sabbagh will present his research about noise selection – which is a preparation for his Licentiate seminar. Background: Continuous 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
Most welcome to the Software Center Brown Bag seminar on November 8th: ”Setting AI in context: Why data for AI needs context” The 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. For automated driving systems the operational context
Most welcome to the Software Center Brown Bag seminar on November 15th: OpenAI and CodeX – state-of-the-art in using AI for programming tasks – in the context of Software Center The 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. Presenter: Miroslaw Staron OpenAI consortium has developed a beta version of
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. OpenAI consortium has developed a beta version of a powerful AI model, capable of writing software based on natural language description of an
We are organising an online workshop with the dedicated subject of flaky tests. The details together with agenda is as follows: Welcome, project overview, and introduction with each other (Kristian) - 15 minutes Jean presentation (20 minutes for presentation) General-purpose static analysers on Test code - What did we learn? Defining the vocabulary of flaky tests - what is flaky test and what is not flaky test? (20 minutes) -
Most welcome to the next PdM community workshop on November 18th. The workshop will be a hybrid event with the opportunity to participate on-site at Lindholmen (building Jupiter, room 424) or online (Teams link provided below). The topic we address, and that we invite all of you to contribute to, is on the ‘co-existence of existing and emerging business ecosystems’. In our experience, most of the Software Center companies look
Speaker: Gregory Gay, Chalmers Abstract: Search-based test generation is guided by feedback from one or more fitness functions—scoring functions that judge solution optimality. Choosing informative fitness functions is crucial to meeting the goals of a tester. Unfortunately, many goals—such as forcing the class-under-test to throw exceptions—do not have a known fitness function formulation. We propose that meeting such goals requires treating fitness function identification as a secondary optimization step. An adaptive algorithm that can vary the selection of
Welcome to the next Software Center lunch seminar hosted by theme 2: Consistent development artifacts - a reality check Speaker: Jan Carlson, Mälardalen University Development 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
Deadline sprint 22 continued project proposals
It’s time for the next lunch seminar, this time organized by the metrics theme, and project #37: “It is no blame game”: How to succeed in communicating software metrics in the organization? Measuring 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
Join virtually over Teams: Klicka här för att ansluta till mötet Connect with video conf equipment: uni3@m.webex.com videokonferens-ID: 126 402 687 2 Alternate VTC instructions On-site venue: CEVT headquarters, Pumpgatan 1, 417 55 Göteborg Max 100 persons at CEVT (bring your Covid pass!) In 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
Value design is concerned with helping companies and teams clarify and agree on what they optimize for. It is a technique for identifying, prioritizing and aligning metrics at the feature, system and business level. With A/B testing and feature experimentation becoming critical for continuous improvement of products and services, companies need techniques that support continuous development and delivery of customer value. Value design is a step-by-step technique that help roles
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). Title: Towards Mature Enterprises in AI engineering – challenges and directions towards possible solutions The 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
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. The seminar is hosted by theme 4 (‘Customer Data and Ecosystems’) and our speaker Helena H. Olsson, Malmö University: “NOT my job: On the challenges with service innovation and development” With digitalization disrupting industry after industry to an extent that we have only
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
Welcome to the next Software Center lunch seminar hosted by theme 2: Title: Creating light-weight consistency checks for continuous model-based development Speaker: Robbert Jongeling, Mälardalen University Abstract: Model-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
Non-functional Requirements for Machine Learning: Understanding Current Use and Challenges in Industry This week, we have a presentation from our new associated project iNFORM, which studies non-functional requirements for machine learning. Speaker: Khan Mohammad Habibullah Machine 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,
Welcome to the next Software Center lunch seminar hosted by theme 5: AI Engineering: Effective ML System Development Speaker: Leonard Aukea, Volvo Cars In 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
Speaker: Dr Ulf Kargén, LiU Due to its scalability, cost-effectiveness, and ability to uncover critical security bugs, fuzzing has become the de facto standard approach for automatic security testing. Today, many companies also stipulate fuzzing as a mandatory activity during development of security-critical software. Consequently, fuzzing has also received significant attention in academia lately. One area of fuzzing research that is still wanting, however, is fuzzing evaluation, measurement, and benchmarking.
Welcome to the next Software Center lunch seminar hosted by theme 2: DevOps Multi-paradigm Automotive Software Development Speaker: Alessio Bucaioni, Mälardalen University In 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
Welcome to the Software Center lunch seminar organized by theme 3: Comparing Input Prioritization Techniques for Testing Deep Learning Algorithms Speaker: Masilii Mosin, Volvo Cars, Associated Project DeVeLoP Deep 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
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: “From fairy tale to reality: Transitioning to Continuous Deployment in Software-Intensive Embedded Systems” Continuous 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 welcome to next week’s Software Center lunch seminar on Monday, March 28. The 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 While AI and Machine Learning continues to
Speaker: Ola Leifler, LiU Understanding 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
Welcome to the next Software Center lunch seminar hosted by theme 2: The ASIL-Palette for FuSa and SOTIF: focus on the "true" value of controllability and the need for its dynamic reconfiguration Speaker: Barbara Gallina, MDU In 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
The Gothenburg Live! event is for the Software Center's academia and industry to meet, share the latest research results and discuss the next steps in the projects. The idea is to meet IRL to strengthen the community spirit in our projects, discuss research ideas and topics both formally and informally during the breaks. Date and time: 2022-04-19, 9.00 - 12.00 Place: Lindholmen Science Park, room Tesla Registration deadline: 2022-04-15 Tentative
Abstract: Anomaly detection techniques are well-known in machine learning. Tools and methods like dynamically moving average, isolation forests or thresholds are used often. Although they are defined for general use, they often inhibit different results if used in computer-generated data or human-generated data. In this seminar, I will present the latest results from the associated project microHRV, where we use anomaly detection techniques to help critically ill patients (e.g. stroke)
Welcome to a Software Center workshop on Cyber-Security at Mälardalen University, April 27, Omega Conference Room, (and online) At the Software Center/MDU workshop we will bring together experts from academia and industry to talk about the problems, challenges, and solutions in the domain of cybersecurity. The workshop is an open hybrid event and will take place in the Omega Conference Room at Mälardalen University, Västerås (online participation is also possible).
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. Speaker: Dr. Sami Hyrynsalmi, Lappeenranta-Lahti University of Technology LUT in Lahti, Finland During the last decade, ecosystems become a new standard way of working for businesses. Instead of working alone, companies are working
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: Title: Modeling and Engineering Beyond Narrow AI at SCCH Speaker: Dr. Bernhard A. Moser, Research Director, Software Competence Center Hagenberg GmbH, Hagenberg, Austria Today’s machine intelligence is driven by the Big Data
Place: Universitetsklubben, Olaus Magnus väg 29 (Campus Valla), Linköping At last, the covid-19 restrictions are revoked, and it is possible to meet in person to engage in creative discussions and forming new collaborations. We are therefore happy to invite you to the Software Center Linköping Assembly 2022 where we will present an overview of Software Center, disseminate two recent investigations, and explore opportunities for further collaboration. What is Software Center?
Keynotes: We are excited to announce the following two keynotes. Saleema Amershi (Microsoft Research): Challenges in creating responsible and human-centered AI Christopher Re (Stanford University): Software 2.0, Foundation Models, Data-Centric AI, and why I’m excited enough to tolerate these buzzwords. Registration and more information: https://conf.researchr.org/home/cain-2022 The CAIN workshop is co-located with the ICSE 2022 conference: https://conf.researchr.org/home/icse-2022
Title: Test Environments for Large-Scale Software Systems – Intrinsic and Extrinsic Success Factors Speaker: Torvald Mårtensson, Saab AB (Software Center Project #6) Abstract: 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