Ivica Crnkovic

Publications (50)
Projects (2)

Showing 50 publications

2022

Engineering AI systems: A research agenda

Jan Bosch, Helena Holmström Olsson, Ivica Crnkovic

Accelerating Digital Transformation: 10 Years of Software Center, p. 407-425

Book chapter

2022

AI Engineering: Realizing the Potential of AI

Jan Bosch, Helena Holmström Olsson, Bjorn Brinne et al

IEEE Software. Vol. 39 (6), p. 23-27

Review article

2021

Message from the WAIN 2021 Workshop Chairs

Jan Bosch, Ivica Crnkovic, Helena Holmström et al

Proceedings - 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI, WAIN 2021, p. VIII-

Other conference contribution

2021

On the experiences of adopting automated data validation in an industrial machine learning project

Lucy Lwakatare, Ellinor Range, Ivica Crnkovic et al

Proceedings - International Conference on Software Engineering, p. 248-257

Paper in proceeding

2021

SAML 2021 - First international workshop on software architecture and machine learning

Karthik Vaidhyanathan, H. Muccini, Ivica Crnkovic et al

CEUR Workshop Proceedings. Vol. 2978

Other conference contribution

2021

Software Deployment on Heterogeneous Platforms: A Systematic Mapping Study

Hugo Sica de Andrade, Jan Schröder, Ivica Crnkovic

IEEE Transactions on Software Engineering. Vol. 47 (8), p. 1683-1707

Journal article

Show project

2020

Refactoring Software in the Automotive Domain for Execution on Heterogeneous Platforms

Hugo Sica de Andrade, Ivica Crnkovic, Jan Bosch

Proceedings - 2020 IEEE 44th Annual Computers, Software, and Applications Conference, COMPSAC 2020, p. 1534-1541

Paper in proceeding

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2020

HPM-Frame: A Decision Framework for Executing Software on Heterogeneous Platforms

Hugo Sica de Andrade, Ola Benderius, Christian Berger et al

Preprint

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2020

DevOps for AI - Challenges in Development of AI-enabled Applications

Lucy Lwakatare, Ivica Crnkovic, Jan Bosch

2020 28th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2020

Paper in proceeding

2020

Principles for Re-architecting Software for Heterogeneous Platforms

Hugo Sica de Andrade, Christian Berger, Ivica Crnkovic et al

Proceedings - Asia-Pacific Software Engineering Conference, APSEC. Vol. 2020-December, p. 405-414

Paper in proceeding

Show project

2020

Engineering AI Systems: A Research Agenda

Jan Bosch, Helena Holmström Olsson, Ivica Crnkovic

Artificial Intelligence Paradigms for Smart Cyber-Physical Systems, p. 1-19

Book chapter

2020

Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions

Lucy Lwakatare, Aiswarya Raj Munappy, Ivica Crnkovic et al

Information and Software Technology. Vol. 127

Journal article

2020

From a Data Science Driven Process to a Continuous Delivery Process for Machine Learning Systems

Lucy Lwakatare, Ivica Crnkovic, Ellinor Rånge et al

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 12562 LNCS, p. 185-201

Paper in proceeding

2019

Software Challenges in Heterogeneous Computing: A Multiple Case Study in Industry

Hugo Sica de Andrade, Lucy Lwakatare, Ivica Crnkovic et al

Proceedings - 45th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2019, p. 148-155

Paper in proceeding

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2019

Managing diversity in distributed software development education-A longitudinal case study

Ivana Bosnić, Federico Ciccozzi, Ivica Crnkovic et al

ACM Transactions on Computing Education. Vol. 19 (2)

Journal article

2019

An extensible framework for software configuration optimization on heterogeneous computing systems: Time and energy case study

Ivan Švogor, Ivica Crnkovic, Neven Vrček

Information and Software Technology. Vol. 105, p. 30-42

Journal article

2019

Message from the GE 2019 Program Co-Chairs

Ivica Crnkovic, Karina Kohl Silveira, Sara Sprenkle

Proceedings - 2019 IEEE/ACM 2nd International Workshop on Gender Equality in Software Engineering, GE 2019

Other conference contribution

2019

A taxonomy of software engineering challenges for machine learning systems: An empirical investigation

Lucy Lwakatare, Aiswarya Raj Munappy, Jan Bosch et al

Lecture Notes in Business Information Processing. Vol. 355, p. 227-243

Paper in proceeding

2019

Safety for mobile robotic systems: A systematic mapping study from a software engineering perspective

Darko Bozhinoski, Davide Di Ruscio, Ivano Malavolta et al

Journal of Systems and Software. Vol. 151 (1), p. 150-179

Journal article

2018

It takes three to tango: Requirement, outcome/data, and AI driven development

Jan Bosch, Helena Holmström Olsson, Ivica Crnkovic

CEUR Workshop Proceedings. Vol. 2305, p. 177-192

Paper in proceeding

2018

Icse: 40th international conference on software engineering may-27-june 3 2018 gothenburg, Sweden

Ivica Crnkovic

Proceedings - 2018 ACM/IEEE 10th International Workshop on Modelling in Software Engineering, MiSE 2018, p. vii-ix

Other conference contribution

2018

Architecture optimization: speed or accuracy? both!

Federico Ciccozzi, Juraj Feljan, Jan Carlson et al

Software Quality Journal. Vol. 26 (2), p. 661-684

Journal article

2018

Choosing Component Origins for Software Intensive Systems: In-House, COTS, OSS or Outsourcing?-A Case Survey

Kai Petersen, Deepika Badampudi, Syed Muhammad Ali Shah et al

IEEE Transactions on Software Engineering. Vol. 44 (3), p. 237-261

Journal article

2018

ICSE 40th international conference on software engineering

Ivica Crnkovic

Proceedings - International Conference on Software Engineering. Vol. Part F137721, p. vii-ix

Other conference contribution

2018

Message from the general chair

Ivica Crnkovic

Proceedings - 2018 ACM/IEEE 40th International Conference on Software Engineering: Software Engineering in Society, ICSE-SEIS 2018

Other conference contribution

2018

A Review on Software Architectures for Heterogeneous Platforms

Hugo Sica de Andrade, Ivica Crnkovic

Proceedings - Asia-Pacific Software Engineering Conference, APSEC. Vol. 2018-December, p. 209-218

Paper in proceeding

Show project

2018

Message from the ICSE 2018 General Chair

Ivica Crnkovic

Proceedings - International Conference on Software Engineering, p. vi-viii

Other conference contribution

2017

Model-driven engineering: a facilitator for engineering mission-critical IoT systems

Federico Ciccozzi, Ivica Crnkovic, Davide Di Ruscio et al

IEEE Software. Vol. 34 (1), p. 46-53

Journal article

2017

Hall of Fame nomination paper: Distributed Software Development course

Igor Cavrak, Ivana Bosnic, Mario Zagar et al

Conference on Software Engineering Education and Training. Vol. 2017-January, p. 7-8

Paper in proceeding

2017

System Level Partitioning for Embedded Systems

G. Sapienza, N. Meli, J. Eriksson et al

Proceedings International Computer Software and Applications Conference. Vol. 2, p. 597-602

Paper in proceeding

2017

Introduction to the special issue on “New frontiers in software architecture”

D. Weyns, R. Mirandola, Ivica Crnkovic

Journal of Systems and Software. Vol. 130, p. 57-58

Other text in scientific journal

2017

Meeting industry-academia research collaboration challenges with agile methodologies

Anna Sandberg, Ivica Crnkovic

Proceedings - 2017 IEEE/ACM 39th International Conference on Software Engineering: Software Engineering in Practice Track, ICSE-SEIP 2017, p. 73-82

Paper in proceeding

2016

Twenty-eight years of component-based software engineering

Ivica Crnkovic, Tassio Vale, Eduardo Santana de Almeida et al

Journal of Systems and Software. Vol. 111

Journal article

2016

Extra-Functional Properties Composability for Embedded Systems Partitioning

Gaetana Sapienza, Séverine Sentilles, Ivica Crnkovic et al

19th International ACM SIGSOFT Symposium on Component-Based Software Engineering, CBSE 2016, Venice, Italy, 5-8 April 2016, p. 69-78

Paper in proceeding

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). Vol. 24-May-2016, p. Article no 2962709-

Paper in proceeding

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2016

The implications of employing component based software design in non-commercial applications

Bruno Zoric, Goran Martinovic, Ivica Crnkovic

39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016; Grand Hotel Adriatic Congress Centre and Hotel Admiral in OpatijaOpatija; Croatia; 30 May 2016 through 3 June 2016, p. 1173-1178

Paper in proceeding

2016

On the Use of Component-Based Principles and Practices for Architecting Cyber-Physical Systems

Ivica Crnkovic, Ivano Malavolta, Henry Muccini et al

Proceedings - 19th International ACM SIGSOFT Symposium on Component-Based Software Engineering, CBSE 2016, Venice, Italy, 5-8 April 2016, p. 23-32

Paper in proceeding

2016

Adaptive message restructuring using model-driven engineering

Hang Yin, Federico Giaimo, Hugo Sica de Andrade et al

Advances in Intelligent Systems and Computing. Vol. 448, p. 773-783

Book chapter

Show project

2016

Preface

Ivica Crnkovic, Elena A. Troubitsyna

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 9823 LNCS, p. V-VI

Other text in scientific journal

2015

Towards specifying pragmatic software reuse

J. Maras, M. Štula, Ivica Crnkovic

European Conference on Software Architecture Workshops, ECSAW 2015; 07-11-September-2015, (ACM International Conference Proceeding Series). Vol. 07-11-September-2015, p. Art. no a54-

Paper in proceeding

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

Paper in proceeding

2015

Software architecture: 9th European conference, ECSA 2015 Dubrovnik/Cavtat, Croatia, september 7 –11, 2015 Proceedings

D. Weyns, R. Mirandola, Ivica Crnkovic

IFIP Advances in Information and Communication Technology. Vol. 9278

Paper in proceeding

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. Vol. 07-11-September-2015

Paper in proceeding

2015

Message from the program chairs-in-chief - Part III

Ivica Crnkovic, P.A. Hsiung, G. Huang

Proceedings - IEEE Computer Society's International Computer Software and Applications Conference. Vol. 3, p. xxi-xxii

Other conference contribution

2015

Framing Sustainability as a Property of Software Quality

P. Lago, S. A. Kocak, Ivica Crnkovic et al

Communications of the ACM. Vol. 58 (10), p. 70-78

Journal article

2014

An Extended Model for Multi-Criteria Software Component Allocation on a Heterogeneous Embedded Platform

Ivan Svogor, Ivica Crnkovic

CIT. Journal of Computing and Information Technology. Vol. 21, p. 211-222

Journal article

2014

Component-Based and Model-Driven Engineering: What is the difference? A CBSE perspective

Ivica Crnkovic

CEUR Workshop Proceedings. Vol. 1281

Other conference contribution

2014

Architectural Bad Smells in Software Product Lines: An Exploratory Study

Hugo Sica de Andrade, Eduardo Almeida, Ivica Crnkovic

WICSA '14 Companion Proceedings of the WICSA 2014 Companion Volume

Paper in proceeding

2014

Towards a Common Software-to-hardware Allocation Framework for the Heterogeneous High Performance Computing

Zdravko Krpic, Ivica Crnkovic, Jan Carlson

38th International Computer Software and Applications Conference Workshops (COMPSACW), p. 378 - 383

Paper in proceeding

2007

Increasing Interdisciplinarity by Distance Learning: Examples Connecting Economics with Software Engineering, and Computing with Philosophy

Gordana Dodig Crnkovic, Ivica Crnkovic

E-Mentor. Vol. 19 (2), p. 94-100

Journal article

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Showing 2 research projects

2019–2023

Software Engineering for AI/ML/DL

Ivica Crnkovic Software Engineering for People, Architecture, Requirements and Traceability

Helena Holmström Olsson Software Engineering (Chalmers)

Jan Bosch Software Engineering for Cyber Physical Systems

Hongyi Zhang Software Engineering for Cyber Physical Systems

Chalmers AI Research Centre (CHAIR)

4 publications exist

2014–2016

HELPING: Modellering av heterogena plattformar av inbyggda system

Ivica Crnkovic Software Engineering (Chalmers)

Swedish Research Council (VR)

8 publications exist

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