EDBT 2026 Demo / reviewers in the wild / expert
Ahmet Cagri Bagbaba
dblp:158/1792
· DBLP profile ↗
9ranked-venue papers
2as first author
3since 2021 · last 2026
0000-0001-5251-4378ORCID · verified
Domains — the database's venue-derived domains; a paper can count in several
Systems, architecture and hardware · 9 · 2 first-author · 3 since 2021Software engineering, systems software and programming languages · 5 · 2 first-author · 2 since 2021
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | Algorithm-based Fault Tolerance for RISC-V Vector Processors in Safety-critical AI Applications
Sergiu-Mohamed Abed, Ahmet Cagri Bagbaba, Connie O'Shea, Josie E. Rodriguez Condia, Matteo Sonza Reorda |
IOLTS | 2 |
| 2021 | Flip Flop Weighting: A technique for estimation of safety metrics in Automotive DesignsabstractThe requirements of ISO26262 for the development of safety-critical Integrated Circuits (IC) demand substantial efforts on fault analysis for safety metrics evaluation. Failing to achieve the required conditions entails modifications to the circuit, additional iterations through critical design phases, and consequently extra costs and delays. For that reason, providing accurate methods to estimate safety metrics is of great importance. This paper proposes a methodology that can efficiently and precisely estimate the safety metrics of Automotive designs. The technique is based on the characterization of a netlist to determine how hardware components contribute to fault propagation. Also, by examining the test stimuli applied during simulation, we can rank Workloads/Testbenches according to their fault detection coverage. The approach was verified running fault injection campaigns on distinct gate-level hardware designs, including an Automotive CPU. Our results show that the fault detection coverage can be estimated with an average error rate of 3% at up to 20X faster execution times when compared to the traditional campaigns. Hence the methodology provides an efficient and cost-effective mechanism to support engineers in a confident design space exploration. Felipe Augusto da Silva, Ahmet Cagri Bagbaba, Said Hamdioui, Christian Sauer 0001 |
IOLTS | 2 |
| 2021 | An automated formal-based approach for reducing undetected faults in ISO 26262 hardware compliant designsabstractThe current demands for developing safe automotive applications require extensive analysis and evaluation of potential random hardware faults. In general, part of this analysis is manually performed by experts, resulting in an expensive, time-consuming, and error-prone process. This paper proposes an automated approach to classify faults overlooked by traditional methods. Our methodology deploys code coverage and formal to identify nodes that do not disrupt safety-critical functionalities, enabling the classification of additional faults. The approach is validated based on an Automotive CPU, according to ISO 26262 guidelines. The results show an improvement in Diagnostic Coverage of 1.15%, increasing the Single Point Fault Metric (SPFM) to 97.3%, enabling ASIL C compliance without any hardware redundancy. Felipe Augusto da Silva, Ahmet Cagri Bagbaba, Said Hamdioui, Christian Sauer 0001 |
ITC | 2 |
| 2020 | Determined-Safe Faults Identification: A step towards ISO26262 hardware compliant designsabstractThe development of Integrated Circuits for the Automotive sector imposes on major challenges. ISO26262 compliance, as part of this process, entails complex analysis for the evaluation of potential random hardware faults. This paper proposes a systematic approach to identify faults that do not disrupt safety-critical functionalities and consequently can be considered Safe. By deploying code coverage and Formal verification techniques, our methodology enables the classification of faults that are unclassified by other technologies, improving ISO26262 compliance. Our results, in combination with Fault Simulation, achieved a Diagnostic Coverage of 93% in a CAN Controller. These figures allow an initial assessment for an ASIL B configuration of the IP. Felipe Augusto da Silva, Ahmet Cagri Bagbaba, Sandro Sartoni, Riccardo Cantoro, Matteo Sonza Reorda, Said Hamdioui, Christian Sauer 0001 |
ETS | 2 |
| 2020 | Representing Gate-Level SET Faults by Multiple SEU Faults at RTLabstractThe advanced complex electronic systems increasingly demand safer and more secure hardware parts. Correspondingly, fault injection became a major verification milestone for both safety- and security-critical applications. However, fault injection campaigns for gate-level designs suffer from huge execution times. Therefore, designers need to apply early design evaluation techniques to reduce the execution time of fault injection campaigns. In this work, we propose a method to represent gate-level Single-Event Transient (SET) faults by multiple Single-Event Upset (SEU) faults at the Register-Transfer Level. Introduced approach is to identify true and false logic paths for each SET in the flip-flops' fan-in logic cones to obtain more accurate sets of flip-flops for multiple SEUs injections at RTL. Experimental results demonstrate the feasibility of the proposed method to successfully reduce the fault space and also its advantage with respect to state of the art. It was shown that the approach is able to reduce the fault space, and therefore the fault-injection effort, by up to tens to hundreds of times. Ahmet Cagri Bagbaba, Maksim Jenihhin, Raimund Ubar, Christian Sauer 0001 |
IOLTS | 1 |
| 2020 | Special Session: AutoSoC - A Suite of Open-Source Automotive SoC BenchmarksabstractThe current demands for autonomous driving generated momentum for an increase in research in the different technologies required for these applications. Nonetheless, the limited access to representative designs and industrial methodologies poses a challenge to the research community. Considering this scenario, there is a high demand for an open-source solution that could support development of research targeting automotive applications. This paper presents the current status of AutoSoC, an automotive SoC benchmark suite that includes hardware and software elements and is entirely open-source. The objective is to provide researchers with an industrial-grade automotive SoC that includes all essential components, is fully customizable, and enables analysis of functional safety solutions and automotive SoC configurations. This paper describes the available configurations of the benchmark including an initial assessment for ASIL B to D configurations. Felipe Augusto da Silva, Ahmet Cagri Bagbaba, Annachiara Ruospo, Riccardo Mariani, Ghani Kanawati, Ernesto Sánchez 0001, Matteo Sonza Reorda, Maksim Jenihhin, Said Hamdioui, Christian Sauer 0001 |
VTS | 2 |
| 2019 | Combining Fault Analysis Technologies for ISO26262 Functional Safety VerificationabstractThe development of Integrated Circuits for the Automotive sector imposes on complex challenges. ISO26262 Functional Safety requirements entail extensive Fault Injection campaigns and complex analysis for the evaluation of deployed Software Tools. This paper proposes a methodology to improve Fault Analysis Tools Confidence Level (TCL) by detecting errors in the classification of faults. By combining the strengths of Automatic Test Pattern Generators (ATPG), Formal Methods and Fault Injection Simulators we are able to automatically generate a Test Environment that enables the validation of the tools and provides supplementary information about the design behavior. Our results showed fault detection rates above 99% including information to improve ISO26262 metrics calculation Felipe Augusto da Silva, Ahmet Cagri Bagbaba, Said Hamdioui, Christian Sauer 0001 |
ATS | 2 |
| 2019 | Efficient Fault Injection based on Dynamic HDL Slicing TechniqueabstractThis work proposes a fault injection methodology where Hardware Description Language (HDL) code slicing is exploited to prune fault injection locations, thus enabling more efficient campaigns for safety mechanisms evaluation. In particular, the dynamic HDL slicing technique provides for a highly collapsed critical fault list and allows avoiding injections at redundant locations or time-steps. Experimental results show that the proposed methodology integrated into commercial tool flow doubles the simulation speed when comparing to the state-of-the-art industrial-grade EDA tool flows. Ahmet Cagri Bagbaba, Maksim Jenihhin, Jaan Raik, Christian Sauer 0001 |
IOLTS | 1 |
| 2019 | Efficient Methodology for ISO26262 Functional Safety VerificationabstractTolerance to random hardware failures, required by ISO26262, entails accurate design behavior analysis, complex Verification Environments and expensive Fault Injection campaigns. This paper proposes a methodology combining the strengths of Automatic Test Pattern Generators (ATPG), Formal Methods and Fault Injection Simulation to decrease the efforts of Functional Safety Verification. Our methodology results in a fast-deployed Fault Injection environment achieving Fault detection rates higher than 99% on the tested designs. In addition, ISO26262 Tool Confidence level is improved by a fault analysis report that allows verification of malfunctions in the outputs of the tools. Felipe Augusto da Silva, Ahmet Cagri Bagbaba, Said Hamdioui, Christian Sauer 0001 |
IOLTS | 2 |