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Quantitative Evaluation of Systems = 17th International Conference, QEST 2020, Vienna, Austria, August 31 – September 3, 2020, Proceedings /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Quantitative Evaluation of Systems/ edited by Marco Gribaudo, David N. Jansen, Anne Remke.
其他題名:	17th International Conference, QEST 2020, Vienna, Austria, August 31 – September 3, 2020, Proceedings /
其他作者:	Remke, Anne.
面頁冊數:	XI, 298 p. 97 illus., 44 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Mathematics of Computing. -
電子資源:	https://doi.org/10.1007/978-3-030-59854-9
ISBN:	9783030598549

Quantitative Evaluation of Systems = 17th International Conference, QEST 2020, Vienna, Austria, August 31 – September 3, 2020, Proceedings /
Quantitative Evaluation of Systems17th International Conference, QEST 2020, Vienna, Austria, August 31 – September 3, 2020, Proceedings /[electronic resource] :edited by Marco Gribaudo, David N. Jansen, Anne Remke. - 1st ed. 2020. - XI, 298 p. 97 illus., 44 illus. in color.online resource. - Theoretical Computer Science and General Issues ;12289. - Theoretical Computer Science and General Issues ;9163.

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. .

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. The papers cover topics such as classic measures involving performance and reliability, quantification of properties that are classically qualitative, such as safety, correctness, and security as well as analytic studies, diversity in the model formalisms and methodologies employed, and development of new formalisms and methodologies.

ISBN: 9783030598549

Standard No.: 10.1007/978-3-030-59854-9doiSubjects--Topical Terms:

669457
Mathematics of Computing.

LC Class. No.: QA75.5-76.95

Dewey Class. No.: 004.0151

Quantitative Evaluation of Systems = 17th International Conference, QEST 2020, Vienna, Austria, August 31 – September 3, 2020, Proceedings /
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