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Record Nr. |
UNINA9910495168603321 |
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Titolo |
Quantitative Evaluation of Systems : 18th International Conference, QEST 2021, Paris, France, August 23–27, 2021, Proceedings / / edited by Alessandro Abate, Andrea Marin |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
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ISBN |
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Edizione |
[1st ed. 2021.] |
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Descrizione fisica |
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1 online resource (469 pages) |
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Collana |
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Theoretical Computer Science and General Issues, , 2512-2029 ; ; 12846 |
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Disciplina |
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Soggetti |
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Computer science |
Computer science - Mathematics |
Mathematical statistics |
Artificial intelligence |
Software engineering |
Algorithms |
Machine theory |
Theory of Computation |
Probability and Statistics in Computer Science |
Artificial Intelligence |
Software Engineering |
Formal Languages and Automata Theory |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Keynote Speaker -- Performance Evaluation: Model-Driven or Problem-Driven? -- Probabilistic Model Checking -- A Modest Approach to Dynamic Heuristic Search in Probabilistic Model Checking -- Tweaking the Odds in Probabilistic Timed Automata -- Quantifying Software Reliability via Model-Counting -- Quantitative Models and Metamodels: Analysis and Validation -- Compositional safe approximation of response time distribution of complex workflows -- Transient Analysis of Hierarchical Semi-Markov Process Models with Tool Support in Stateflow -- Evaluating the Effectiveness of Metamodels in Emulating |
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Quantitative Models -- Queueing Systems -- Network Calculus for Bounding Delays in Feedforward Networks of FIFO Queueing Systems -- SEH: Size Estimate Hedging for Single-Server Queues -- An Approximate Bribe Queueing Model for Bid Advising in Cloud Spot Markets -- Learning and Verification -- DSMC Evaluation Stages: Fostering Robust and Safe Behavior in Deep Reinforcement Learning -- Active and sparse methods in smoothed model checking -- Safe Learning for Near-Optimal Scheduling -- Simulation -- Symbolic Simulation of Railway Timetables under Consideration of Stochastic Dependencies -- Simulation of n-dimensional second-order fluid models with different absorbing, reflecting and mixed barriers -- Performance Evaluation -- Queue Response Times with Server Speed Controlled by Measured Utilizations -- Service Demand Distribution Estimation for Microservices Using Markovian Arrival Processes -- Performance analysis of work stealing strategies in large scale multi-threaded computing -- Abstractions and Aggregations -- Stationary Distribution Approximations of Markovian Population Models using Aggregation -- Reasoning about Proportional Lumpability -- Lumpability for Uncertain Continuous-Time Markov Chains -- Stochastic Models -- Accurate Approximate Diagnosis of (Controllable) Stochastic Systems -- Optimizing reachability probabilities for a restricted class of Stochastic Hybrid Automata via Flowpipe-Construction -- Attack Trees vs. Fault Trees: two sides of the same coin from different currencies. |
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Sommario/riassunto |
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This book constitutes the proceedings of the 18th International Conference on Quantitative Evaluation Systems, QEST 2021, held in Paris, France, in August 2021. The 21 full papers and 2 short papers presented together with 2 keynote papers were carefully reviewed and selected from 47 submissions. The papers are organized in the following topics: probabilistic model checking; quantitative models and metamodels: analysis and validation; queueing systems; learning and verification; simulation; performance evaluation; abstractions and aggregations; and stochastic models. |
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