Quantitative Evaluation of Systems

17th International Conference, QEST 2020, Vienna, Austria, August 31 – September 3, 2020, Proceedings

AvMarco Gribaudo,David N. Jansen

Häftad, Engelska, 2020

Del 12289 i serien Lecture Notes in Computer Science

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Beskrivning

This book constitutes the proceedings of the 17th International Conference on Quantitative Evaluation Systems, QEST 2020, held in Vienna, Austria, in August/September 2020. The 12 full papers presented together with 7 short papers were carefully reviewed and selected from 42 submissions.

Produktinformation

Utgivningsdatum:2020-11-03
Mått:155 x 235 x 18 mm
Vikt:482 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:298
Förlag:Springer Nature Switzerland AG
ISBN:9783030598532

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Programvaruutveckling inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

Machine Learning for Reliability Analysis of Large Scale Distributed Systems.- Tracking the Race Between Deep Reinforcement Learning and Imitation Learning.- SafePILCO: a Software Tool for Safe and Data-Efficient Policy Synthesis.- StochNetV2: a Tool for Automated Deep Abstractions for Stochastic Reaction Networks.- Alternative Characterizations of Probabilistic Trace Equivalences on Coherent Resolutions of Nondeterminism.- Probabilistic Model Checking of AODV.- Multi-player Equilibria Verification for Concurrent Stochastic Games.- Loss-size and Reliability Trade-offs Amongst Diverse Redundant Binary Classifiers.- Bayesian Inference by Symbolic Model Checking.- CogQN: A Queueing Model that Captures Human Learning of the User Interfaces of Session-based Systems.- A Matlab Toolkit for the Analysis of Two-level Processor Sharing Queues.- M/M/1 Vacation Queue with Multiple Thresholds: A Fluid Analysis.- Bounding Mean First Passage Times in Population Continuous-Time Markov Chains.- Markovian Arrival Processes in Multi-Dimensions.- Automatic Pre- and Postconditions for Partial Differential Equations.- Importance of Interaction Structure and Stochasticity for Epidemic Spreading: A COVID-19 Case Study.- The Dynamic Fault Tree Rare Event Simulator.- Entropy Measurement of Concurrent Disorder.- Hardening Critical Infrastructure Networks Against Attacker Reconnaissance.- Sensitivity Analysis and Uncertainty Quantification of State-Based Discrete-Event Simulation Models through a Stacked Ensemble of Metamodels.- Flexible Nets.- Verifying Probabilistic Programs.