Michael Paulitsch

Orcid: 0000-0002-9241-5806

According to our database1, Michael Paulitsch authored at least 63 papers between 2000 and 2024.

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Bibliography

2024
Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation.
CoRR, 2024

Fully-fused Multi-Layer Perceptrons on Intel Data Center GPUs.
CoRR, 2024

2023
Mixed precision support in HPC applications: What about reliability?
J. Parallel Distributed Comput., November, 2023

API-Based Hardware Fault Simulation for DNN Accelerators.
IEEE Des. Test, April, 2023

HPC Hardware Design Reliability Benchmarking With HDFIT.
IEEE Trans. Parallel Distributed Syst., March, 2023

LDM3D-VR: Latent Diffusion Model for 3D VR.
CoRR, 2023

Envisioning a Safety Island to Enable HPC Devices in Safety-Critical Domains.
CoRR, 2023

Exploring Resiliency to Natural Image Corruptions in Deep Learning using Design Diversity.
CoRR, 2023

Evaluation of Confidence-based Ensembling in Deep Learning Image Classification.
CoRR, 2023

Innovation Practices Track: Testability and Dependability of AI Hardware and Autonomous Systems.
Proceedings of the 41st IEEE VLSI Test Symposium, 2023


Structural Coding: A Low-Cost Scheme to Protect CNNs from Large-Granularity Memory Faults.
Proceedings of the International Conference for High Performance Computing, 2023

A Low-Cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks.
Proceedings of the Computer Safety, Reliability, and Security, 2023

A Software-Only Approach to Enable Diverse Redundancy on Intel GPUs for Safety-Related Kernels.
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Assessing the Impact of Diversity on the Resilience of Deep Learning Ensembles: A Comparative Study on Model Architecture, Output, Activation, and Attribution.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Large-Scale Application of Fault Injection into PyTorch Models -an Extension to PyTorchFI for Validation Efficiency.
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023

BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
Towards Factory-Scale Edge Robotic Systems: Challenges and Research Directions.
IEEE Internet Things Mag., 2022

Hardware Faults that Matter: Understanding and Estimating the Safety Impact of Hardware Faults on Object Detection DNNs.
Proceedings of the Computer Safety, Reliability, and Security, 2022

Modelling road hazards and the effect on AV safety of hazardous failures.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Reliable Multimodal Trajectory Prediction via Error Aligned Uncertainty Optimization.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021
Composable Finite State Machine-based Modeling for Quality-of-Information-aware Cyber-physical Systems.
ACM Trans. Cyber Phys. Syst., 2021

Fault-Tolerant Perception for Automated Driving A Lightweight Monitoring Approach.
CoRR, 2021

Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision.
Proceedings of the Workshop on Artificial Intelligence Safety 2021 co-located with the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021

2020
Trends and Functional Safety Certification Strategies for Advanced Railway Automation Systems.
Proceedings of the 2020 IEEE International Reliability Physics Symposium, 2020

AI and Reliability Trends in Safety-Critical Autonomous Systems on Ground and Air.
Proceedings of the 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2020

2019
Flight Safety Certification Implications for Complex Multi-Core Processor Based Avionics Systems.
Proceedings of the IEEE International Reliability Physics Symposium, 2019

2017
Using TLA+ in the Development of a Safety-Critical Fault-Tolerant Middleware.
Proceedings of the 2017 IEEE International Symposium on Software Reliability Engineering Workshops, 2017

Contention-Aware Dynamic Memory Bandwidth Isolation with Predictability in COTS Multicores: An Avionics Case Study.
Proceedings of the 29th Euromicro Conference on Real-Time Systems, 2017

2016
Poster Abstract: Slot-Level Time-Triggered Scheduling on COTS Multicore Platform with Resource Contentions.
Proceedings of the 2016 IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), 2016

2015
Monitoring of I/O for safety-critical systems using PCI express advanced error reporting.
Proceedings of the 10th IEEE International Symposium on Industrial Embedded Systems, 2015

IOMPU: Spatial Separation for Hardware-Based I/O Virtualization for Mixed-Criticality Embedded Real-Time Systems Using Non-transparent Bridges.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

Security-Informed Safety Case Approach to Analysing MILS Systems.
Proceedings of the International Workshop on MILS: Architecture and Assurance for Secure Systems, 2015

Mixed-Criticality Embedded Systems - A Balance Ensuring Partitioning and Performance.
Proceedings of the 2015 Euromicro Conference on Digital System Design, 2015

MPIOV: scaling hardware-based I/O virtualization for mixed-criticality embedded real-time systems using non transparent bridges to (multi-core) multi-processor systems.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

SgInt: Safeguarding Interrupts for Hardware-Based I/O Virtualization for Mixed-Criticality Embedded Real-Time Systems Using Non Transparent Bridges.
Proceedings of the Architecture of Computing Systems - ARCS 2015, 2015

2014
On MILS I/O Sharing Targeting Avionic Systems.
Proceedings of the 2014 Tenth European Dependable Computing Conference, 2014

Multi-core Interference-Sensitive WCET Analysis Leveraging Runtime Resource Capacity Enforcement.
Proceedings of the 26th Euromicro Conference on Real-Time Systems, 2014

Iterative FPGA Implementation Easing Safety Certification for Mixed-Criticality Embedded Real-Time Systems.
Proceedings of the 17th Euromicro Conference on Digital System Design, 2014

Monitoring and WCET analysis in COTS multi-core-SoC-based mixed-criticality systems.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

Temporal Separation for Hardware-Based I/O Virtualization for Mixed-Criticality Embedded Real-Time Systems Using PCIe SR-IOV.
Proceedings of the ARCS 2014, 2014

2013
Multicore Enablement for Embedded and Cyber Physical Systems (Dagstuhl Seminar 13052).
Dagstuhl Reports, 2013

Quality of service capabilities for hard real-time applications on multi-core processors.
Proceedings of the 21st International Conference on Real-Time Networks and Systems, 2013

Transparent software replication and hardware monitoring leveraging modern System-on-Chip features.
Proceedings of the 2013 IEEE 19th International Conference on Embedded and Real-Time Computing Systems and Applications, 2013

Design and implementation of a degraded vision landing aid application on a multicore processor architecture for safety-critical application.
Proceedings of the 16th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing, 2013

Hardware-Based I/O Virtualization for Mixed Criticality Real-Time Systems Using PCIe SR-IOV.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

2012
A performance study of Audio Video Bridging in aeronautic Ethernet networks.
Proceedings of the 7th IEEE International Symposium on Industrial Embedded Systems, 2012

A secure content network in space.
Proceedings of the seventh ACM international workshop on Challenged networks, 2012

Evidence-Based Security in Aerospace: From Safety to Security and Back Again.
Proceedings of the 23rd IEEE International Symposium on Software Reliability Engineering Workshops, 2012

Leveraging Multi-core Computing Architectures in Avionics.
Proceedings of the 2012 Ninth European Dependable Computing Conference, 2012

MILS-related information flow control in the avionic domain: A view on security-enhancing software architectures.
Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2012

2009
TTEthernet Dataflow Concept.
Proceedings of The Eighth IEEE International Symposium on Networking Computing and Applications, 2009

2008
Starting and Resolving a Partitioned BRAIN.
Proceedings of the 11th IEEE International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC 2008), 2008

Non-functional Avionics Requirements.
Proceedings of the Leveraging Applications of Formal Methods, 2008

2007
Insights into the Sensitivity of the BRAIN (Braided Ring Availability Integrity Network) - On Platform Robustness in Extended Operation.
Proceedings of the 37th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2007

2006
The TTA's Approach to Resilience after Transient Upsets.
Real Time Syst., 2006

A standard for real-time smart transducer interface.
Comput. Stand. Interfaces, 2006

2005
Coverage and the Use of Cyclic Redundancy Codes in Ultra-Dependable Systems.
Proceedings of the 2005 International Conference on Dependable Systems and Networks (DSN 2005), 28 June, 2005

Ringing out Fault Tolerance. A New Ring Network for Superior Low-Cost Dependability.
Proceedings of the 2005 International Conference on Dependable Systems and Networks (DSN 2005), 28 June, 2005

2003
Multiple Failure Correction in the Time-Triggered Architecture.
Proceedings of the 9th IEEE International Workshop on Object-Oriented Real-Time Dependable Systems (WORDS Fall 2003), 2003

Fault-Tolerant Clock Synchronization for Embedded Distributed Multi-Cluster Systems.
Proceedings of the 15th Euromicro Conference on Real-Time Systems (ECRTS 2003), 2003

2002
The Transition from Asynchronous to Synchronous System Operation: An Approach for Distributed Fault-Tolerant Systems.
Proceedings of the 22nd International Conference on Distributed Computing Systems (ICDCS'02), 2002

2000
An Investigation of Membership and Clique Avoidance in TTP/C.
Proceedings of the 19th IEEE Symposium on Reliable Distributed Systems, 2000


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