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 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.