Christian Berger

Universitetslektor at Department of Computer Science and Engineering, Software Engineering (Chalmers)

Alternative address: Campus Johanneberg: rum 5120, Rännvägen 6, Göteborg

Source: chalmers.se

Projects

2012–2015

Verification of ISO 26262 Software requirements in safety critical EE-systems (VISEE)

Jörgen Hansson Department of Computer Science and Engineering, Software Engineering (Chalmers)
Miroslaw Staron Department of Computer Science and Engineering, Software Engineering (Chalmers)
Rakesh Rana Department of Computer Science and Engineering, Software Engineering (Chalmers)
Christian Berger Department of Computer Science and Engineering, Software Engineering (Chalmers)
VINNOVA

There might be more projects where Christian Berger participates, but you have to be logged in as a Chalmers employee to see them.

Publications

2016

Systematic Evaluation of Sandboxed Software Deployment for Real-time Software on the Example of a Self-Driving Heavy Vehicle

Philip Masek, Thulin Magnus, Hugo Sica de Andrade et al
19th IEEE International Conference on Intelligent Transportation Systems, ITSC 2016; Rio de Janeiro; Brazil; 1-4 November, p. Art no 7795942, Pages 2398-2403
Conference paper - peer reviewed
2016

Continuous experimentation on cyber-physical systems: Challenges and opportunities

Federico Giaimo, Hang Yin, Christian Berger et al
XP 2016 Scientific Workshops; Edinburgh; United Kingdom;(ACM International Conference Proceeding Series vol 24), p. Article no 2962709
Conference paper - peer reviewed
2016

An Open Continuous Deployment Infrastructure for a Self-driving Vehicle Ecosystem

Christian Berger,
Open Source Systems: Integrating Communities, Oss 2016. Vol. 472, p. 177-183
Chapter in monograph, book - peer reviewed
2016

Unveiling Anomalies and Their Impact on Software Quality in Model-Based Automotive Software Revisions with Software Metrics and Domain Experts

Jan Schroeder, Christian Berger, Miroslaw Staron et al
Proceedings of the 25th International Symposium on Software Testing and Analysis (ISSTA 2016), p. 154 - 164
Conference paper - peer reviewed
2016

Towards state-of-the-art and future trends in testing of active safety systems

Alessia Knauss, Christian Berger, Henrik Eriksson et al
2nd International Workshop on Software Engineering for Smart Cyber-Physical Systems, SEsCPS 2016; Austin; United States; 16 May 2016, p. 36-42
Conference paper - peer reviewed
2016

Analyzing defect inflow distribution and applying Bayesian inference method for software defect prediction in large software projects

Rakesh Rana, Miroslaw Staron, Christian Berger et al
Journal of Systems and Software. Vol. 117, p. 229-244
Scientific journal article - peer reviewed
2016

Adaptive message restructuring using model-driven engineering

Hang Yin, Federico Giaimo, Hugo Sica de Andrade et al
13th International Conference on Information Technology: New Generations, p. 773-783
Conference paper - peer reviewed
2015

Design and Evaluation of a Customizable Multi-Domain Reference Architecture on top of Product Lines of Self- Driving Heavy Vehicles - An Industrial Case Study

Jan Schroeder, Daniela Holzner, Christian Berger et al
2015 IEEE/ACM 37th IEEE International Conference on Software Engineering, Vol 2 (O/IEC, 2000, ISO/IEC FDIS 9126-1:2000(E)), p. 189-198
Conference paper - peer reviewed
2015

Challenges from Integration Testing using Interconnected Hardware-in-the-Loop Test Rigs at an Automotive OEM - An Industrial Experience Report

Jan Schroeder, Christian Berger, Thomas Herpel et al
2015 First International Workshop on Automotive Software Architecture (Wasa), p. 39-42
Scientific journal article - peer reviewed
2015

Expectations and Challenges from Scaling Agile in Mechatronics-Driven Companies - nA Comparative Case Study

Christian Berger, U. Eklund,
Agile Processes, in Software Engineering, and Extreme Programming, Xp 2015. Vol. 212, p. 15-26
Chapter in monograph, book - peer reviewed
2015

Systematic Evaluation of Three Data Marshalling Approaches for Distributed Software Systems

Hugo Sica de Andrade, Federico Giaimo, Christian Berger et al
Proceedings of the 15th Workshop on Domain-Specific Modelling, p. 71-76
Conference paper - peer reviewed
2015

Large-Scale Evaluation of an Active Safety Algorithm with EuroNCAP and US NCAP Scenarios in a Virtual Test Environment – An Industrial Case Study

Christian Berger, Delf Block, Christian Hons et al
Proceedings of 18th IEEE International Conference on Intelligent Transportation Systems, p. 2280-2286
Conference paper - peer reviewed
2015

Simulations on Consumer Tests: A Systematic Evaluation Approach in an Industrial Case Study (Extended Version)

Christian Berger, Delf Block, Sönke Heeren et al
IEEE Intelligent Transportation Systems Transactions and Magazine. Vol. 7 (4), p. 24-36
Scientific journal article - peer reviewed
2015

Accelerating Regression Testing for Scaled Self-Driving Cars with Lightweight Virtualization – A Case Study

Christian Berger,
Proceedings of International Workshop on Software Engineering for Smart Cyber-Physical Systems (SEsCPS), p. 2-7
Conference paper - peer reviewed
2015

Expectations and Challenges from Scaling Agile in Mechatronics-Driven Companies - A Comparative Case Study

Christian Berger, Ulrik Eklund,
Proceedings of the 16th International Conference on Agile Software Development (XP 2015), p. 15-26
Conference paper - peer reviewed
2015

A Methodology for Simulation and Validation of a Safety-Critical Electronic Control Unit for Integration Testing in Connected Hardware-in-the-Loop Environments

Jan Schroeder, Christian Berger, Thomas Herpel et al
Proceedings of the 3rd International Symposium on Future Active Safety Technology Toward zero traffic accidents, p. 643-647
Conference paper - peer reviewed
2015

Comparing the applicability of complexity measurements for simulink models during integration testing: an industrial case study

Jan Schroeder, Christian Berger, Thomas Herpel et al
Proceedings of the Second International Workshop on Software Architecture and Metrics, SAM '15, p. 35-40
Conference paper - peer reviewed
2015

Challenges from Integration Testing using Interconnected Hardware-in-the-Loop Test Rigs at an Automotive OEM: An Industrial Experience Report

Jan Schroeder, Christian Berger, Thomas Herpel et al
Proceedings of the First International Workshop on Automotive Software Architecture, WASA '15, p. 39-42
Conference paper - peer reviewed
2015

Simulations on Consumer Tests: A Systematic Evaluation Approach in an Industrial Case Study

Christian Berger, D. Block, S. Heeren et al
Ieee Intelligent Transportation Systems Magazine. Vol. 7 (4), p. 24-36
Scientific journal article - peer reviewed
2015

Improving Bandwidth Efficiency with Self-Adaptation for Data Marshalling on the Example of a Self-Driving Miniature Car

Federico Giaimo, Hugo Sica de Andrade, Christian Berger et al
Proceedings of the 2015 European Conference on Software Architecture Workshops Article No. 21
Conference paper - peer reviewed
2015

On the role of cross-disciplinary research and SSE in addressing the challenges of the digitalization of society

Rakesh Rana, Miroslaw Staron, Christian Berger et al
Proceedings IEEE 6th International Conference on Software Engineering and Service Science, p. 1106 - 1109
Conference paper - peer reviewed
2015

Improving Dependability of Embedded Software Systems using Fault Bypass Modeling (FBM)

Rakesh Rana, Miroslaw Staron, Christian Berger et al
17th KKIO Software Engineering Conference
Conference paper - peer reviewed
2015

Improving Dependability of Embedded Software Systems using Fault Bypass Modeling (FBM)

Rakesh Rana, Miroslaw Staron, Christian Berger et al
polish National Conference on Software Engineering
Conference paper - peer reviewed
2015

Comparing the Applicability of Complexity Measurements for Simulink Models during Integration Testing – An Industrial Case Study

Jan Schröder, Christian Berger, Thomas Herpel et al
2nd Workshop on Software Architecture Metrics (ICSE 2015)
Conference paper - peer reviewed
2014

Towards continuous integration for cyber-physical systems on the example of self-driving miniature cars

Christian Berger,
Continuous software engineering, p. 117-126
Chapter in monograph, book
2014

Simulations on consumer tests: A systematic evaluation approach in an industrial case study

Christian Berger, D. Block, S. Heeren et al
2014 17th IEEE International Conference on Intelligent Transportation Systems, ITSC 2014, p. 1474-1480
Conference paper - peer reviewed
2014

The CIViT Model in a Nutshell: Visualizing Testing Activities to Support Continuous Integration

Agneta Nilsson, Jan Bosch, Christian Berger et al
Continuous Software Engineering, p. 97-106
Chapter in monograph, book
2014

enseDSL: Automating the Integration of Sensors for MCU-based Robots and Cyber-Physical Systems

Christian Berger,
Proceedings of the 14th Workshop on Domain-Specific Modeling
Conference paper - peer reviewed
2014

Simulations on Consumer Tests: A Systematic Evaluation Approach in an Industrial Case Study

Christian Berger, Delf Block, Sönke Heeren et al
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems (ITSC), p. 1474-1480
Conference paper - peer reviewed
2014

Explicating, Understanding and Managing Technical Debt from Self-Driving Miniature Car Projects

Md Abdullah Al Mamun, Christian Berger, Jörgen Hansson et al
Proceedings of the 30th IEEE International Conference on Software Maintenance and Evolution (ICSME), p. 11-18
Conference paper - peer reviewed
2014

Technical Evaluation of the Carolo-Cup 2014 – A Competition for Self-Driving Miniature Cars

Sebastian Zug, Christoph Steup, J.-B. Scholle et al
12th IEEE International Symposium on RObotic and Sensors Environments (ROSE), Politehnica Univ Timisoara, Timisoara, ROMANIA, OCT 16-18, 2014, p. 100-105
Conference paper - peer reviewed
2014

Driving with Confidence: Local Dynamic Maps That Provide LoS for the Gulliver Test-bed

Christian Berger, Oscar Morales-Ponce, Thomas Petig et al
Lecture Notes in Computer Science: Computer Safety, Reliability, and Security. 33rd SAFECOMP Workshop. Vol. 8696, p. 36-45
Conference paper - peer reviewed
2014

Agile Model-Driven Engineering in Mechatronic Systems - An Industrial Case Study

Ulf Eliasson, Rogardt Heldal, Jonn A. Lantz et al
Lecture Notes in Computer Science: 17th International Conference on Model-Driven Engineering Languages and Systems (MODELS). Vol. 8767, p. 433-449
Conference paper - peer reviewed
2014

From a Competition for Self-Driving Miniature Cars to a Standardized Experimental Platform: Concept, Models, Architecture, and Evaluation

Christian Berger,
Journal of Software Engineering for Robotics. Vol. 5 (1), p. 63-79
Scientific journal article - peer reviewed
2014

Comparison of Architectural Design Decisions for Resource-Constrained Self-Driving Cars – A Multiple Case-Study

Christian Berger, Michael Dukaczewski,
Proceedings of the INFORMATIK 2014. Vol. P-232, p. 2157-2168
Conference paper - peer reviewed
2014

Scenario Pattern Matching in Large Sensor Recordings with Simulation Models for Cyber-Physical Systems

Christian Berger,
Proceedings of the 46th Summer Computer Simulation Conference 2014 (SCSC 2014)
Conference paper - peer reviewed
2014

Saving Virtual Testing Time for CPS by Analyzing Code Coverage on the Example of a Lane-Following Algorithm

Christian Berger,
Proceedings of the "4th Workshop on Design, Modeling and Evaluation of Cyber Physical Systems (CyPhy'14), p. 7-10
Conference paper - peer reviewed
2014

Visualizing Testing Activities to Support Continuous Integration: A Multiple Case Study

Agneta Nilsson, Jan Bosch, Christian Berger et al
Proceedings of the "15th International Conference on Agile Software Development, p. 171-186
Conference paper - peer reviewed
2014

Analysing defect inflow distribution of automotive software projects

Rakesh Rana, Miroslaw Staron, Christian Berger et al
PROMISE '14 Proceedings of the 10th International Conference on Predictive Models in Software Engineering, p. 22-31
Conference paper - peer reviewed
2014

Early Verification and Validation According to ISO 26262 by Combining Fault Injection and Mutation Testing

Rakesh Rana, Miroslaw Staron, Christian Berger et al
Communications in Computer and Information Science, p. 164-179
Chapter in monograph, book - peer reviewed
2014

Selecting software reliability growth models and improving their predictive accuracy using historical projects data

Rakesh Rana, Miroslaw Staron, Christian Berger et al
Journal of Systems and Software. Vol. 98, p. 59-78
Scientific journal article - peer reviewed
2014

The Adoption of Machine Learning Techniques for Software Defect Prediction: An Initial Industrial Validation

Rakesh Rana, Miroslaw Staron, Christian Berger et al
Knowledge-Based Software Engineering. Vol. 466, p. 270-285
Conference paper - peer reviewed
2013

Engineering the Hardware/Software Interface for Robotic Platforms – A Comparison of Applied Model Checking with Prolog and Alloy

Md Abdullah Al Mamun, Christian Berger, Jörgen Hansson et al
Proceedings of the 4th International Workshop on Domain-Specific Languages and models for ROBotic systems
Conference Abstract - peer reviewed
2013

MDE-based Sensor Management and Verification for a Self-Driving Miniature Vehicle

Md Abdullah Al Mamun, Christian Berger, Jörgen Hansson et al
13th ACM Workshop on Domain-Specific Modeling, DSM 2013; Indianapolis, IN; United States
Conference paper - peer reviewed
2013

Open Issues in Reuse of Certified Components in Cyber Physical Systems

Christian Berger, Michel Chaudron,
Proceedings International Workshop on Critical Software Component Reusability and Certification across Domains
Conference paper - non peer reviewed
2013

COTS-Architecture with a Real-Time OS for a Self-Driving Miniature Vehicle

Christian Berger, Md Abdullah Al Mamun, Jörgen Hansson et al
Proceedings of Workshop ASCoMS (Architecting Safety in Collaborative Mobile Systems) of the 32nd International Conference on Computer Safety, Reliability and Security, p. 411-422
Conference paper - peer reviewed
2013

On Using the Gulliver Platform for Bridging Physical and Digital Traffic System Simulations

Christian Berger, Erik Dahlgren, Johan Grundén et al
Nationell Konferens i Transportforskning, Chalmers Göteborg
Conference paper - non peer reviewed
2013

Evaluating long-term predictive power of standard reliability growth models on automotive systems

Rakesh Rana, Miroslaw Staron, Christian Berger et al
Proceedings of the 24th IEEE International Symposium on Software Reliability Engineering, Pasadena, CA, 2013
Conference paper - peer reviewed
2013

An Interdisciplinary Perspective to the Design and Decision Support of Integral Safety Systems

Christian Berger, Panagiotis Katsaros, Mahdi Bohlouli et al
Proceedings of the 4th IFAC Workshop on Dependable Control of Discrete Systems
Conference paper - peer reviewed
2013

Improving Scenario Selection for Simulations by Run-Time Control-Flow Analysis

Christian Berger,
Proceedings of the 2013 Summer Simulation Multi-Conference. Vol. 45 (11), p. 94-101
Conference paper - peer reviewed
2013

Educational Effect of a Student Competition for Self-Driving Cars on Selected Software Engineering Topics

Christian Berger,
Proceedings of 5th Dagstuhl Workshop "Model-Based Development of Embedded Systems" 2013. Vol. 5, p. 20-29
Conference paper - peer reviewed
2013

Meta-Metrics for Simulations in Software Engineering on the Example of Integral Safety Systems

Christian Berger, Delf Block, Christian Hons et al
Proceedings of the 14th Braunschweig Symposium AAET. Vol. 14, p. 136-148
Conference paper - peer reviewed
2013

Comparing between Maximum Likelihood Estimator and Non-Linear Regression estimation procedures for Software Reliability Growth Modelling

Rakesh Rana, Miroslaw Staron, Christian Berger et al
IWSM-Mensura 2013, Ankara, Turkey
Conference Abstract - peer reviewed
2013

Bridging Physical and Digital Traffic System Simulations with the Gulliver Test-Bed

Christian Berger, Erik Dahlgren, Johan Grundén et al
5th International Workshop, Nets4Cars/Nets4Trains 2013
Conference paper - peer reviewed
2013

Model-based, Composable Simulation for the Development of Autonomous Miniature Vehicles

Christian Berger, Michel Chaudron, Rogardt Heldal et al
Mod4Sim'13: 3rd International Workshop on Model-driven Approaches for Simulation Engineering at SCS/IEEE Symposium on Theory of Modeling and Simulation in conjunction with SpringSim 2013, p. 118-125
Conference paper - peer reviewed
2013

Improving Fault Injection in Automotive Model Based Development using Fault Bypass Modeling

Rakesh Rana, Miroslaw Staron, Christian Berger et al
2nd Workshop on Software-Based Methods for Robust Embedded Systems (SOBRES '13), Koblenz, Germany, Sep 2013
Conference Abstract - peer reviewed
2013

Increasing Efficiency of ISO 26262 Verification and Validation by Combining Fault Injection and Mutation Testing with Model Based Development

Rakesh Rana, Miroslaw Staron, Christian Berger et al
8th International Joint Conference on Software Technologies - ICSOFT-EA, Reykjavík, Iceland, July 2013, p. 251-257
Conference paper - peer reviewed
2013

Evaluation of standard reliability growth models in the context of automotive software systems

Rakesh Rana, Miroslaw Staron, Christian Berger et al
Lecture Notes in Computer Science: 14th International Conference on Product-Focused Software Process Improvement (PROFES), Paphos, CYPRUS, Jun 12-14, 2013. Vol. 7983, p. 324-329
Conference paper - peer reviewed
2012

Design Considerations for a Cyber-Physical Testing Language on the Example of Autonomous Driving

Christian Berger,
Proceedings of the 2012 workshop on Domain-specific modeling, p. 49-54
Conference paper - peer reviewed
2012

Cloud-based Testing for Context-Aware Cyber-Physical Systems

Christian Berger,
Software Testing in the Cloud: Perspectives on an Emerging Discipline, p. 68-95
Chapter in monograph, book - peer reviewed
2012

Constructive Requirements Modeling - More Reliable Implementations in a Shorter Time

Christian Berger, Sebastian Siegl,
Lecture Notes in Informatics. Vol. P-210, p. 149-162
Conference paper - peer reviewed
2012

Verification of ISO 26262 Software requirements in safety critical EE-systems

Rakesh Rana, Miroslaw Staron, Jörgen Hansson et al
ICRES double workshop "Benchmarking Functional Safety" + "Efficient Systems Development with Functional Safety"
Conference poster
2012

Introduction

Christian Berger, Mike Hinchey, Christopher Rouff et al
Experience from the DARPA Urban Challenge, p. 3-15
Chapter in monograph, book
2012

Engineering Autonomous Driving Software

Christian Berger, Bernhard Rumpe,
Experience from the DARPA Urban Challenge, p. 243-271
Chapter in monograph, book
2012

From Autonomous Vehicles to Safer Cars: Selected Challenges for the Software Engineering

Christian Berger,
Proc. of the 31th International Conference on Computer Safety, Reliability and Security (SAFECOMP), Magdeburg, Germany, 2012
Conference paper - peer reviewed
2012

Autonomous Driving - 5 Years after the Urban Challenge: The Anticipatory Vehicle as a Cyber-Physical System

Christian Berger, Bernhard Rumpe,
Proc. of the 10th Workshop Automotive Software Engineering, September 2012, Braunschweig, Germany.
Conference paper - peer reviewed
2012

Towards transactional self-adaption for AUTOSAR on the example of a collision detection system

Christian Berger, Matthias Tichy,
Proc. of the 10th Workshop Automotive Software Engineering, 17th September 2012, Braunschweig, Germany
Conference paper - peer reviewed