About this Course
최근 조회 2,221

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

유동적 마감일

일정에 따라 마감일을 재설정합니다.

중급 단계

완료하는 데 약 21시간 필요

권장: 5 weeks of study, each with around 2.h hours work...

영어

자막: 영어

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

유동적 마감일

일정에 따라 마감일을 재설정합니다.

중급 단계

완료하는 데 약 21시간 필요

권장: 5 weeks of study, each with around 2.h hours work...

영어

자막: 영어

강의 계획 - 이 강좌에서 배울 내용

1
완료하는 데 3시간 필요

Module 1: Computational Tree Logic

We introduce Labeled Transition Systems (LTS), the syntax and semantics of Computational Tree Logic (CTL) and discuss the model checking algorithms that are necessary to compute the satisfaction set for specific CTL formulas.

...
6 videos (Total 61 min), 3 readings, 4 quizzes
6개의 동영상
Model Checking CTL9m
The Until Operator12m
The Always Operator9m
3개의 읽기 자료
Script 1 and 2.110m
Script 2.2 and 2.310m
Script 2.420m
4개 연습문제
Formulate for yourself6m
Test your understanding of CTL semantics14m
Check your understanding of CTL20m
Model checking eventually, always and until22m
2
완료하는 데 2시간 필요

Discrete Time Markov Chains

We enhance transition systems by discrete time and add probabilities to transitions to model probabilistic choices. We discuss important properties of DTMCs, such as the memoryless property and time-homogeneity. State classification can be used to determine the existence of the limiting and / or stationary distribution.

...
5 videos (Total 49 min), 2 readings, 5 quizzes
5개의 동영상
State classification5m
Steady-state probabilities12m
2개의 읽기 자료
Script 3.1 and 3.210m
Script 3.310m
5개 연습문제
Evolution of DTMCs6m
Compute transient probabilities10m
Classification of DTMC states True or False?14m
State classification16m
Steady-state computation12m
3
완료하는 데 2시간 필요

Probabilistic Computational Tree Logic

We discuss the syntax and semantics of Probabilistic Computational Tree logic and check out the model checking algorithms that are necessary to decide the validity of different kinds of PCTL formulas. We shortly discuss the complexity of PCTL model checking.

...
5 videos (Total 36 min), 3 readings, 6 quizzes
5개의 동영상
Backwards computation4m
Unbounded Until8m
3개의 읽기 자료
Script: 4.1 and 4.210m
Script: 4.3.1 and 4.3.225m
Script 4.3.310m
6개 연습문제
PCTL Syntax8m
Checking PCTL next4m
Test your understanding of PCTL Until6m
Checking time-bounded until16m
Checking unbounded until10m
Test your understanding of PCTL6m
4
완료하는 데 2시간 필요

Continuous Time Markov Chains

We enhance Discrete-Time Markov Chains with real time and discuss how the resulting modelling formalism evolves over time. We compute the steady-state for different kinds of CMTCs and discuss how the transient probabilities can be efficiently computed using a method called uniformisation.

...
5 videos (Total 57 min), 2 readings, 6 quizzes
5개의 동영상
Triple Modular Redundancy11m
Uniformisation12m
2개의 읽기 자료
Script: 5.1 and 5.220m
Script: 5.315m
6개 연습문제
Generator matrix6m
Test your understanding of CTMCs6m
Steady state probability in CTMCs10m
Identifying BSCCs12m
Test your understanding of Uniformisation6m
Uniformisation12m

강사

Avatar

Anne Remke

Prof. dr.
Computer Science

EIT 디지털 정보

EIT Digital is a pan-European organization whose mission is to foster digital technology innovation and entrepreneurial talent for economic growth and quality of life. By linking education, research and business, EIT Digital empowers digital top talents for the future. EIT Digital provides online and blended Innovation and Entrepreneurship education to raise quality, increase diversity and availability of the top-level content provided by 20 leading technical universities around Europe. The universities deliver a unique blend of the best of technical excellence and entrepreneurial skills and mindset to digital engineers and entrepreneurs at all stages of their careers. The academic partners support Coursera’s bold vision to enable anyone, anywhere, to transform their lives by accessing the world’s best learning experience. This means that EIT Digital gradually shares parts of its entrepreneurial and academic education programmes to demonstrate its excellence and make it accessible to a much wider audience. EIT Digital’s online education portfolio can be used as part of blended education settings, in both Master and Doctorate programmes, and for professionals as a way to update their knowledge. EIT Digital offers an online programme in 'Internet of Things through Embedded Systems'. Achieving all certificates of the online courses and the specialization provides an opportunity to enroll in the on campus program and get a double degree. Please visit https://www.eitdigital.eu/eit-digital-academy/ ...

자주 묻는 질문

  • 강좌에 등록하면 바로 모든 비디오, 테스트 및 프로그래밍 과제(해당하는 경우)에 접근할 수 있습니다. 상호 첨삭 과제는 이 세션이 시작된 경우에만 제출하고 검토할 수 있습니다. 강좌를 구매하지 않고 살펴보기만 하면 특정 과제에 접근하지 못할 수 있습니다.

  • 수료증을 구매하면 성적 평가 과제를 포함한 모든 강좌 자료에 접근할 수 있습니다. 강좌를 완료하면 전자 수료증이 성취도 페이지에 추가되며, 해당 페이지에서 수료증을 인쇄하거나 LinkedIn 프로필에 수료증을 추가할 수 있습니다. 강좌 콘텐츠만 읽고 살펴보려면 해당 강좌를 무료로 청강할 수 있습니다.

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