Christian Berger

Universitetslektor at Chalmers, Computer Science and Engineering (Chalmers), 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 Software Engineering (Chalmers)
Miroslaw Staron Software Engineering (Chalmers)
Rakesh Rana Software Engineering (Chalmers)
Christian Berger Software Engineering (Chalmers)
VINNOVA

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Publications

2017

Mastering data complexity for autonomous driving with adaptive point clouds for urban environments

Christian Berger, Hang Yin
28th IEEE Intelligent Vehicles Symposium, IV 2017, Redondo Beach, United States, 11-14 June 2017, p. 1364-1371
Paper in proceedings
2017

Software-related challenges of testing automated vehicles

Jan Schröder, Christian Berger, H. Eriksson et al
39th IEEE/ACM International Conference on Software Engineering Companion, ICSE-C 2017, Buenos Aires, Argentina, 20-28 May 2017, p. 328-330
Paper in proceedings
2017

Design Criteria to Architect Continuous Experimentation for Self-Driving Vehicles

Federico Giaimo, Christian Berger
Proceedings - 2017 IEEE International Conference on Software Architecture, ICSA 2017, p. 203-210
Paper in proceedings
2017

Paving the roadway for safety of automated vehicles: An empirical study on testing challenges

Alessia Knauss, Christian Berger, H. Eriksson et al
28th IEEE Intelligent Vehicles Symposium, IV 2017, Redondo Beach, United States, 11-14 June 2017, p. 1873-1880
Paper in proceedings
2017

Considerations about continuous experimentation for resource-constrained platforms in self-driving vehicles

Christian Berger, Crispin Kirchner, Federico Giaimo
Lecture Notes in Computer Science. Vol. 10475 LNCS, p. 84-91
Paper in proceedings
2017

Containerized development and microservices for self-driving vehicles: Experiences & best practices

Christian Berger, Björnborg Nguyen, Ola Benderius
Proceedings - 2017 IEEE International Conference on Software Architecture Workshops, ICSAW 2017: Side Track Proceedings, p. 7-12
Paper in proceedings
2017

Comparison of model size predictors in practice

H. Preenja, Miroslaw Staron, Christian Berger et al
Proceedings - 2017 IEEE/ACM 39th International Conference on Software Engineering Companion, ICSE-C 2017, p. 186-188
Paper in proceedings
2017

Symmetry-Breaking Supercollisions in Landau-Quantized Graphene

S. Brem, H. Schneider, S. Winnerl et al
Physical Review Letters. Vol. 119 (6), p. Article no 067405 -
Journal article
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

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

Rakesh Rana, J. Hansson, M. Nilsson et al
Journal of Systems and Software. Vol. 117, p. 229-244
Journal article
2016

Slow Noncollinear Coulomb Scattering in the Vicinity of the Dirac Point in Graphene

H. Schneider, W. A. de Heer, M. Helm et al
Physical Review Letters. Vol. 117 (8)
Journal article
2016

Microscopic origins of the terahertz carrier relaxation and cooling dynamics in graphene

M. T. Mihnev, W. A. de Heer, Christian Berger et al
Nature Communications. Vol. 7
Journal article
2016

Continuous experimentation on cyber-physical systems: Challenges and opportunities

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

Adaptive message restructuring using model-driven engineering

Hugo Sica de Andrade, Ivica Crnkovic, Federico Giaimo et al
13th International Conference on Information Technology: New Generations, p. 773-783
Paper in proceedings
2016

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

Hugo Sica de Andrade, Thulin Magnus, Philip Masek 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
Paper in proceedings
2016

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

Alessia Knauss, Henrik Eriksson, Christian Berger
2nd International Workshop on Software Engineering for Smart Cyber-Physical Systems, SEsCPS 2016; Austin; United States; 16 May 2016, p. 36-42
Paper in proceedings
2016

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

Christian Berger, Jan Schroeder, Alessia Knauss et al
Proceedings of the 25th International Symposium on Software Testing and Analysis (ISSTA 2016), p. 154 - 164
Paper in proceedings
2015

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

Christian Berger, Dimitri Plotnikov, Stefan Kühnel et al
IEEE Intelligent Transportation Systems Magazine. Vol. 7 (4), p. 24-36
Journal article
2015

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

Dimitri Plotnikov, Andre Leschke, Christian Berger et al
Proceedings of 18th IEEE International Conference on Intelligent Transportation Systems, p. 2280-2286
Paper in proceedings
2015

Systematic Evaluation of Three Data Marshalling Approaches for Distributed Software Systems

Hugo Sica de Andrade, Christian Berger, Ivica Crnkovic et al
Proceedings of the 15th Workshop on Domain-Specific Modelling, p. 71-76
Paper in proceedings
2015

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

Ivica Crnkovic, Christian Berger, Hugo Sica de Andrade et al
Paper in proceedings
2015

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

Christian Berger, Miroslaw Staron, Rakesh Rana
Paper in proceedings
2015

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

Christian Berger, T. Herpel, Jan Schroeder
Proceedings of the 3rd International Symposium on Future Active Safety Technology Toward zero traffic accidents, p. 643-647
Paper in proceedings
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, T. Herpel
Proceedings of the First International Workshop on Automotive Software Architecture, WASA '15, p. 39-42
Paper in proceedings
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
Paper in proceedings
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
Paper in proceedings
2015

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

Martin Rydmark, Agneta Nilsson, Alexandra Weilenmann et al
Proceedings IEEE 6th International Conference on Software Engineering and Service Science, p. 1106 - 1109
Paper in proceedings
2015

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

Christian Berger, Miroslaw Staron, Rakesh Rana
Paper in proceedings
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

Christian Berger, L. Laine, Jan Schroeder 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
Paper in proceedings
2015

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

T. Herpel, Jan Schroeder, Christian Berger
2015 First International Workshop on Automotive Software Architecture (Wasa), p. 39-42
Journal article
2015

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

Andre Leschke, Stefan Kühnel, Christian Berger et al
IEEE Transactions on Intelligent Transportation Systems. Vol. 7 (4), p. 24-36
Journal article
2015

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

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

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

T. Herpel, Miroslaw Staron, Christian Berger et al
Proceedings of the Second International Workshop on Software Architecture and Metrics, SAM '15, p. 35-40
Paper in proceedings
2014

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

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

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

André Leschke, Delf Block, Sönke Heeren et al
2014 17th IEEE International Conference on Intelligent Transportation Systems, ITSC 2014, p. 1474-1480
Paper in proceedings
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

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

Wilhelm Meding, Christoffer Höglund, Rakesh Rana et al
Journal of Systems and Software. Vol. 98, p. 59-78
Journal article
2014

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

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

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

Christian Berger, Jörgen Hansson, Md Abdullah Al Mamun
Proceedings of the 30th IEEE International Conference on Software Maintenance and Evolution (ICSME), p. 11-18
Paper in proceedings
2014

Analysing defect inflow distribution of automotive software projects

Rakesh Rana, Miroslaw Staron, Jörgen Hansson et al
PROMISE '14 Proceedings of the 10th International Conference on Predictive Models in Software Engineering, p. 22-31
Paper in proceedings
2014

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

J.-B. Scholle, S. Zug, Thomas Form et al
12th IEEE International Symposium on RObotic and Sensors Environments (ROSE), Politehnica Univ Timisoara, Timisoara, ROMANIA, OCT 16-18, 2014, p. 100-105
Paper in proceedings
2014

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

Christian Berger, Michael Dukaczewski
Lecture Notes in Informatics. Vol. P-232, p. 2157-2168
Paper in proceedings
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
Journal article
2014

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

Christian Berger, Christian Hons, Dimitri Plotnikov et al
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems (ITSC), p. 1474-1480
Paper in proceedings
2014

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

Jan Bosch, Christian Berger, Agneta Nilsson
Lecture Notes in Business Information Processing, p. 171-186
Paper in proceedings
2014

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

Christian Berger, Ulf Eliasson, Jonn A. Lantz et al
Lecture Notes in Computer Science. Vol. 8767, p. 433-449
Paper in proceedings
2014

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

Christian Berger, Jörgen Hansson, Fredrik Törner et al
Communications in Computer and Information Science, p. 164-179
Chapter in monograph, book - 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
Paper in proceedings
2014

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

Christian Berger, Thomas Petig, Elad Schiller et al
Lecture Notes in Computer Science. Vol. 8696, p. 36-45
Paper in proceedings
2014

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

Miroslaw Staron, Jörgen Hansson, Rakesh Rana et al
Communications in Computer and Information Science. Vol. 466, p. 270-285
Paper in proceedings
2013

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

Fredrik Törner, Rakesh Rana, Jörgen Hansson et al
Paper in proceedings
2013

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

Nadja Holtryd, Anmar Khazal, Viktor Swantesson et al
Lecture Notes in Computer Science, p. 169-184
Paper in proceedings
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
Paper in proceedings
2013

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

Jörgen Hansson, Niklas Mellegård, Fredrik Törner et al
Lecture Notes in Computer Science. Vol. 7983, p. 324-329
Paper in proceedings
2013

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

Rakesh Rana, Christian Berger, Jörgen Hansson et al
8th International Joint Conference on Software Technologies - ICSOFT-EA, Reykjavík, Iceland, July 2013, p. 251-257
Paper in proceedings
2013

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

Delf Block, Torsten Strutz, Christian Hons et al
Proceedings of the 14th Braunschweig Symposium AAET. Vol. 14, p. 136-148
Paper in proceedings
2013

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

Martin Nilsson, Rakesh Rana, Fredrik Törner et al
Conference Abstract - peer reviewed
2013

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

Christian Berger, Md Abdullah Al Mamun, Jörgen Hansson
Conference Abstract - peer reviewed
2013

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

Christian Berger, Anmar Khazal, Marina Papatriantafilou et al
Conference contribution
2013

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

Olaf Landsiedel, Elad Schiller, Christian Berger 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
Paper in proceedings
2013

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

Christian Berger, L. Angelis, Mahdi Bohlouli et al
Proceedings of the 4th IFAC Workshop on Dependable Control of Discrete Systems (PART 1), p. 145-150
Paper in proceedings
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
Paper in proceedings
2013

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

Martin Nilsson, Fredrik Törner, Rakesh Rana et al
Conference Abstract - peer reviewed
2013

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

Jörgen Hansson, Christian Berger, Md Abdullah Al Mamun
13th ACM Workshop on Domain-Specific Modeling, DSM 2013; Indianapolis, IN; United States, p. 1-6
Paper in proceedings
2013

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

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

Open Issues in Reuse of Certified Components in Cyber Physical Systems

Christian Berger, Michel Chaudron
Conference contribution
2012

Introduction

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

Constructive Requirements Modeling - More Reliable Implementations in a Shorter Time

Sebastian Siegl, Christian Berger
Lecture Notes in Informatics. Vol. P-210, p. 149-162
Paper in proceedings
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
Paper in proceedings
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

Engineering Autonomous Driving Software

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

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

Martin Nilsson, Christian Berger, Rakesh Rana et al
Conference poster