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This book presents a selection of papers about problems which arise in dependability studies of contemporary computer systems and networks. Their collection should be an interesting and inspiring source material for scientists, researchers, engineers, and students who must consider diverse dependability characteristics in design, analysis, or maintenance of computer systems and networks.
The papers were presented during the 19th DepCoS-RELCOMEX conference which was the next event in a series organized annually since 2006. Originating as a scientific platform for discussions of reliability aspects in computer engineering, the topical scope of the conference has been constantly expanded to incorporate new dependability challenges brought by recent advances in systems and information technologies. Currently, dependable operation in the context of computer processing means obtaining reliable (true and timely) results in the conditions of processing both quantitative and qualitative data, using precise or fuzzy (often: imitating) models and algorithms. With increasing use of artificial intelligence algorithms and tools, dependability in contemporary information technology and computer engineering calls for methods based on cognitive systems and deep learning techniques. Topical variety of the papers included in these proceedings proves that almost all applications of modern computer systems and networks must take into account the aspect of dependability and also illustrates a wide diversity of multidisciplinary subjects which needs to be considered in this context.
List of contents
Chapter 1. Large language models for data extraction in slot-filling tasks.- Chapter 2. Anonymization of Bids in Blockchain Auctions Using Zero-Knowledge Proof.- Chapter 3. Survival Signature for Reliability Quantificationof Large Systems and Networks.- Chapter 4. Using Resizing Layer in U-net to Improve Memory Efficiency.- Chapter 5. Multiprocessor task scheduling with probabilistic task duration.- Chapter 6. On-line scheduling multiprocessor tasks in the non-predictive environment.- Chapter 7. Solving a Vehicle Routing Problem for a real-life parcel locker-based delivery.- Chapter 8. Hammering test for tile wall using AI.- Chapter 9. Models of Resilient Systems with Online Verification Considering Changing Requirements and Latent Failures.- Chapter 10. Performance Optimizations of Real World Map Transformations for 3D Realtime Mobile Games.- Chapter 11. Preliminary Study on the Detection of Subtle Variations in Image Sequences for Identifying False Starts in Speedway Racing.- Chapter 12. Bibliometric Analysis of the Application of Artificial Intelligence in Renewable Energy Sources: Trends.- Chapter 13. Impact of the statistics of the learning data on the performance of a recommendation system based on MovieLens data.- Chapter 14. Randomly Initiated Cyclostationary Excitations for Dimensionality Reduction in Wiener System Identification.- Chapter 15. Wireless employee safety monitoring system with measurement of biomedical parameters.- Chapter 16. Artificial Intelligence Methods for Pet Emotions Recognition.- Chapter 17. Parallel Swarm Intelligence: Efficiency Studywith Fast Range Search in Euclidean Space.- Chapter 18. Digital Transformation Impacts on Industry 4.0 Evolution.- Chapter 19. Optimization of procurement strategy supportedby simulated annealing and genetic algorithm.- Chapter 20. Tumor volume measurements in animal experiments: current approaches and their limitations.- ....etc.
