Lars Hummelgren, Matthias Becker, David Broman. "Real-Time Probabilistic Programming". Journal of Systems Architecture, 2025. (Accepted for Publication)
Daniel Casini, Paolo Pazzaglia, Matthias Becker: "Managing Real-Time Constraints through Monitoring and Analysis-Driven Edge Orchestration". Journal of Systems Architecture, 2025.
Matthias Becker, Daniel Casini: "The MATERIAL Framework: Modeling and AuTomatic Code Generation of Edge Real-TIme AppLications under the QNX RTOS". Journal of Systems Architecture, 2024.
Rodolfo Jordão, Matthias Becker, Ingo Sander: "IDeSyDe: Systematic Design Space Exploration via Design Space Identification". ACM Transactions on Design Automation of Electronic Systems. 2024.
Thilanka Thilakasiri, Matthias Becker: "Methods to Realize Preemption in Phased Execution Models". ACM Transactions on Embedded Computing Systems. Special Issue ES-Week 2023, EMSOFT. 2023
Alessio Bucaioni, Matthias Becker: "Enabling automated integration of architectural languages: An experience report from the automotive domain". Journal of Systems and Software, Volume 184, 2022
Matthias Becker, Dakshina Dasari, Saad Mubeen, Moris Behnam, Thomas Nolte: "Analyzing End-to-End Delays in Automotive Systems at Various Levels of Timing Information". ACM SIGBED Review, Volume 14, Issue 4, 2018.
Matthias Becker, Dakshina Dasari, Saad Mubeen, Moris Behnam, Thomas Nolte: "End-to-end timing analysis of cause-effect chains in automotive embedded systems". Journal of Systems Architecture, Volume 80, Issue Supplement C, 2017.
Meng Liu, Matthias Becker, Moris Behnam, Thomas Nolte: "Using non-preemptive regions and path modification to improve schedulability of real-time traffic over priority-based NoCs". Real-Time Systems, Volume 53, Issue 6, 2017.
Meng Liu, Matthias Becker, Moris Behnam, Thomas Nolte: "Using Segmentation to Improve Schedulability of Real-Time Traffic over RRA-based NoCs". ACM SIGBED Review. Special Issue on 14th International Workshop on Real-Time Networks (RTN 2016), Volume 13, Issue 4, 2016.
Matthias Becker, Kristian Sandström, Moris Behnam, Thomas Nolte: "Dynamic Power Management for Thermal Control of Many-Core Real-Time Systems". ACM SIGBED Review. Special Issue on 6th Workshop on Adaptive and Reconfigurable Embedded Systems (APRES 2014), Volume 11, Issue 3, 2014.
Mario Günzel, Matthias Becker: Optimal Task Phasing for End-To-End Latency in Harmonic and Semi-Harmonic Automotive Systems. 31st IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), 2025.
Thilanka Thilakasiri, Matthias Becker: Bounding Local Memory Usage of Preemptive 3-Phase Tasks under Partitioned Fixed-Priority Scheduling. 32nd International Conference on Real-Time Networks and Systems (RTNS), 2024.
Thilanka Thilakasiri, Matthias Becker: Work-in-Progress: Exploring Limited Preemption Approaches for the Phased Execution Model. IEEE Real-Time Systems Symposium (RTSS), Brief Presentation, 2024.
Matthias Becker, Fredrik Asplund: Towards Request Arbitration in Edge-Assisted Smart Intersections under Timing Constraints. In Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2024.
Rodolfo Jordão, Fahimeh Bahrami, Yu Yang, Kathrin Rosvall, Matthias Becker, Ingo Sander: "Multi-objective exact design space exploration for analyzable DSP applications on multicore platforms". In Proceedings of the Forum on Design Languages (FDL), 2024.
Matthias Becker: "Meeting Job-Level Dependencies by Task Merging". In Proceedings of the 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 2024.
Matthias Becker, Dakshina Dasari, Daniel Casini: "On the QNX IPC: Assessing Predictability for Local and Distributed Real-Time Systems". In Proceedings of the 29th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), 2023.
Thilanka Thilakasiri, Matthias Becker: "An Exact Schedulability Analysis for Global Fixed-Priority Scheduling of the AER Task Model". In Proceedings of the 28th Asia and South Pacific Design Automation Conference (ASP-DAC), 2023.
Dakshina Dasari, Matthias Becker, Daniel Casini, Tobias Blaß: "End-to-End Analysis of Event Chains under the QNX Adaptive Partitioning Scheduler". In Proceedings of the 28th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), 2022.
Mehmet Onur Aybek, Rodolfo Jordao, John Lundbäck, Kurt-Lennart Lundbäck, Matthias Becker: "From the Synchronous Data Flow Model of Computation to an Automotive Component Model". In Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2021.
Tobias Klaus, Matthias Becker, Wolfgang Schröder-Preikschat, Peter Ulbrich: "Constrained Data-Age with Job-Level Dependencies: How to Reconcile Tight Bounds and Overheads". In Proceedings of the 27th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), 2021.
Rodolfo Jordao, Ingo Sander, Matthias Becker: "Formulation of Design Space Exploration Problems by Composable Design Space Identification". In Proceedings of the Design, Automation and Test in Europe Conference (DATE), 2021.
Lamija Hasanagic, Tin Vidovic, Saad Mubeen, Mohammad Ashjaei, Matthias Becker: "Optimizing Inter-Core Data-Propagation Delays in Industrial Embedded Systems under Partitioned Scheduling". In Proceedings of the 26th Asia and South Pacific Design Automation Conference (ASP-DAC), 2021.
Alessio Bucaioni, Matthias Becker, John Lundbäck, Harald Mackamul: "From AMALTHEA to RCM and Back: a Practical Architectural Mapping Scheme". In Proceedings of the 46th Euromicro Conference on Software Engineering and Advanced Applications (SEAA), 2020.
Nandinbaatar Tsog, Matthias Becker, Fredrik Bruhn, Moris Behnam, Mikael Sjödin: "Static Allocation of Parallel Tasks to Improve Schedulability in CPU-GPU Heterogeneous Real-Time Systems". In Proceedings of the 45h Annual Conference of the IEEE Industrial Electronics Society (IECON), 2019.
Matthias Becker, Zhonghai Lu, De-Jiu Chen: "Adaptive QoS-Aware Resource Provisioning for Industrial SDN Networks". In Proceedings of the 17th IEEE International Conference on Industrial Informatics (INDIN), 2019.
Matthias Becker, Saad Mubeen: "Timing Analysis Driven Design-Space Exploration of Cause-Effect Chains in Automotive Systems". In Proceedings of the 44th Annual Conference of the IEEE Industrial Electronics Society (IECON), 2018.
Matthias Becker, Zhonghai Lu, De-Jiu Chen: "Towards QoS-Aware Service-Oriented Communication in E/E Automotive Architectures". In Proceedings of the 44th Annual Conference of the IEEE Industrial Electronics Society (IECON), 2018.
Matthias Becker, Saad Mubeen, Dakshina Dasari, Moris Behnam, Thomas Nolte: "Scheduling Multi-Rate Real-Time Applications on Clustered Many-Core Architectures with Memory Constraints". In Proceedings of the 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 2018.
Matthias Becker, Saad Mubeen, Dakshina Dasari, Moris Behnam, Thomas Nolte: "A Generic Framework Facilitating Early Analysis of Data Propagation Delays in Multi-Rate Systems". In Proceedings of the 23th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), 2017.
Matthias Becker, Borislav Nicolic, Dakshina Dasari, Benny Akesson, Vincent Nélis, Moris Behnam, Thomas Nolte: "Partitioning and Analysis of the Network-on-Chip on a COTS Many-Core Platform". In Proceedings of the 23rd IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), 2017.
Matthias Becker, Saad Mubeen, Moris Behnam, Thomas Nolte: "Extending Automotive Legacy Systems with Existing End-to-End Timing Constraints". In Proceedings of the 14th International Conference on Information Technology - New Generations (ITNG), 2017.
Meng Liu, Matthias Becker, Moris Behnam, Thomas Nolte: "Buffer-Aware Analysis for Worst-Case Traversal Time of Real-Time Traffic over RRA-based NoCs". In Proceedings of the 25th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP), 2017.
Meng Liu, Matthias Becker, Moris Behnam, Thomas Nolte: "Using Segmentation to Improve Schedulability of Real-Time Packets on NoCs with Mixed Traffic". In Proceedings of the the 22nd Asia and South Pacific Design Automation Conference (ASP-DAC), 2016.
Meng Liu, Matthias Becker, Moris Behnam, Thomas Nolte: "A Tighter Recursive Calculus to Compute the Worst-Case Traversal Time of Real-Time Traffic over NoCs". In Proceedings of the 22nd Asia and South Pacific Design Automation Conference (ASP-DAC), 2016.
Meng Liu, Matthias Becker, Moris Behnam, Thomas Nolte: "Tighter Time Analysis for Real-Time Traffic in On-Chip Networks with Shared Priorities". In Proceedings of the 10h IEEE/ACM International Symposium on Networks-on-Chip (NOCS), 2016.
Matthias Becker, Dakshina Dasari, Saad Mubeen, Moris Behnam, Thomas Nolte: "Synthesizing Job-Level Dependencies for Automotive Multi-Rate Effect Chains". In Proceedings of the 22nd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), 2016.
Meng Liu, Matthias Becker, Moris Behnam, Thomas Nolte: "Scheduling Real-Time Packets with Non-Preemptive Regions on Priority-based NoCs". In Proceedings of the 22nd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), 2016.
Matthias Becker, Dakshina Dasari, Borislav Nicolic, Benny Åkesson, Vincent Nélis, Thomas Nolte: "Contention-Free Execution of Automotive Applications on a Clustered Many-Core Platform". In Proceedings of the 28th Euromicro Conference on Real-Time Systems (ECRTS), 2016.
Meng Liu, Matthias Becker, Moris Behnam, Thomas Nolte: "A Dependency-Graph Based Priority Assignment Algorithm for Real-Time Traffic over NoCs with Shared Virtual-Channels". In Proceedings of the 12th IEEE World Conference on Factory Communication Systems (WFCS), 2016.
Matthias Becker, Kristian Sandström, Moris Behnam, Thomas Nolte: "A Many-Core based Execution Framework for IEC 61131-3". In Proceedings of the 41st Annual Conference of the IEEE Industrial Electronics Society (IECON), 2015.
Meng Liu, Matthias Becker, Moris Behnam, Thomas Nolte: "Improved Priority Assignment for Real-Time Communications in On-Chip Networks". In Proceedings of the 23rd International Conference on Real-Time Networks and Systems (RTNS), 2015.
Matthias Becker, Dakshina Dasari, Vincent Nélis, Moris Behnam, Luı́s Miguel Pinho, Thomas Nolte: "Investigation on AUTOSAR-Compliant Solutions for Many-Core Architectures". In Proceedings of the 18th Euromicro Conference on Digital System Design (DSD), 2015.
Matthias Becker, Nima Khalilzad, Reinder J. Bril, Thomas Nolte: "Extended Support for Limited Preemption Fixed Priority Scheduling for OSEK/AUTOSAR-Compliant Operating Systems". In Proceedings of the 10th IEEE International Symposium on Industrial Embedded Systems (SIES), 2015.
Matthias Becker, Kristian Sandström, Moris Behnam, Thomas Nolte: "Limiting Temperature Gradients on Many-cores by Adaptive Reallocation of Real-time Workloads". In Proceedings of the 19th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2014.
Matthias Becker, Adriaan Schmidt, Martin Orehek, Thomas Nolte: "Saving Energy by Means of Dynamic Load Management in Embedded Multicore Systems". In Proceedings of the 9th IEEE International Symposium on Industrial Embedded Systems (SIES), 2014.
De-Jiu Chen, Kenneth Östberg, Matthias Becker, Håkan Sivencrona, Fredrik Warg: "Design of a Knowledge-Base Strategy for Capability-Aware Treatment of Uncertainties of Automated Driving Systems". In Proceedings of the 1st International Workshop on Artificial Intelligence Safety Engineering (WAISE), 2018.
Matthias Becker, Dakshina Dasari, Saad Mubeen, Moris Behnam, Thomas Nolte: "MECHAniSer - A Timing Analysis and Synthesis Tool for Multi-Rate Effect Chains with Job-Level Dependencies". In Proceedings of the 7th International Workshop on Analysis Tools and Methodologies for Embedded and Real-time Systems (WATERS), 2016.
Francesco Restuccia, Ines Alvarez Vadillo, Matthias Becker, Daniel Casini, Dakshina Dasari, Proceedings of the 2nd Real-time And IntelliGent Edge Computing Workshop (RAGE 2023), San Antonio, Texas, USA, May 9th, 2023.
Matthias Becker, Julien Forget, Proceedings of the ECRTS Artifact Evaluation. DARTS, Volume 9, Issue 1, Special Issue of the 35th Euromicro Conference on Real-Time Systems (ECRTS), 2023.
Daniel Casini, Dakshina Dasari, and Matthias Becker, Proceedings of the 1st Real-time And IntelliGent Edge Computing Workshop (RAGE 2022), San Francisco, California, USA, July 10th, 2022.
Angeliki Kritikakou, Matthias Becker, Proceedings of the ECRTS Artifact Evaluation. DARTS, Volume 8, Issue 1, Special Issue of the 34th Euromicro Conference on Real-Time Systems (ECRTS), 2022.
Matthias Becker: "Consolidating Automotive Applications on Clustered Many-Core Platforms". SIGDA Student Research Forum at ASP-DAC 2017 (SRF ASP-DAC), 2017.
Matthias Becker, Dakshina Dasari, Saad Mubeen, Moris Behnam, Thomas Nolte: "Timing Analysis and Synthesis of Mixed Multi-Rate Effect Chains in MECHAniSer". Open Demo Session of Real-Time Systems located at Real Time Systems Symposium (RTSS@Work), 2016.
Nandinbaatar Tsog, Matthias Becker, Marcus Larsson, Fredrik Bruhn, Moris Behnam, Mikael Sjödin: "Real-Time Capabilities of HSA Compliant COTS Platforms". 37th IEEE Real-Time Systems Symposium (RTSS), Work-in-Progress (WiP) session, 2016.
Saad Mubeen, Matthias Becker, Xiaosha Zhao, Lingjian Gan, Moris Behnam, Thomas Nolte: "Towards Automated Deployment of IEC 61131-3 Applications on Multi-Core Systems". 12th IEEE World Conference on Factory Communication Systems (WFCS), Work-in-Progress (WiP) session, 2016.
Matthias Becker, Meng Liu, Moris Behnam, Thomas Nolte: "Adaptive Routing of Real-Time Traffic on a 2D-Mesh Based NoC". 21th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Work-in-Progress (WiP) session, 2015.
Matthias Becker, Dakshina Dasari, Vincent Nélis, Moris Behnam, Thomas Nolte: "Partitioning the Network-on-Chip to Enable Virtualization on Many-Core Processors". 6th International Real-Time Scheduling Open Problems Seminar (RTSOPS), 2015.
Rafia Inam, Matthias Becker, Moris Behnam, Thomas Nolte, Mikael Sjödin: "Towards improved dynamic reallocation of real-time workloads for thermal management on many-cores". IEEE Real-Time Systems Symposium (RTSS), Work-in-Progress (WiP) session, 2014.
Matthias Becker, Kristian Sandström, Moris Behnam, Thomas Nolte: "Mapping Real-Time Tasks onto Many-Core Systems considering Message Flows". 20th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), Work-in-Progress (WiP) session, 2014.
Matthias Becker, Kristian Sandström, Moris Behnam, Thomas Nolte: "Increased Reliability of Many-Core Platforms through Thermal Feedback Control". Performance, Power and Predictability of Many-Core Embedded Systems (3PMCES), 2015.