Essays about: "LBTest"

Showing result 1 - 5 of 9 essays containing the word LBTest.

  1. 1. Measuring the Technical and Process Benefits of Test Automation based on Machine Learning in an Embedded Device

    University essay from KTH/Programvaruteknik och datorsystem, SCS

    Author : Jakob Olsson; [2018]
    Keywords : testing; test automation; LBT; learning-based testing; telecommunication system; embedded system; embedded device; linear temporal logic; LTL; generation from data model; user requirements; inteno; micro bus architecture; ubus; key performance indicator; KPI;

    Abstract : Learning-based testing is a testing paradigm that combines model-based testing with machine learning algorithms to automate the modeling of the SUT, test case generation, test case execution and verdict construction. A tool that implements LBT been developed at the CSC school at KTH called LBTest. READ MORE

  3. 2. Learning-based testing of automotive ECUs

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Bäckström Sophia; [2016]
    Keywords : Software testing;

    Abstract : LBTest is a learning based-testing tool for black box testing, developed by the software reliability group at KTH. Learning based-testing combines model checking with a learning algorithm that incrementally learns a model of the system under test, which allows for a high degree of automation. READ MORE

  4. 3. Testing Safety Critical Avionics Software Using LBTest

    University essay from Linköpings universitet/Programvara och system

    Author : Sebastian Stenlund; [2016]
    Keywords : Learning based testing; LBTest; model based testing; learning algorithm;

    Abstract : A case study for the tool LBTest illustrating benets and limitations of the tool along the terms of usability, results and costs. The study shows the use of learning based testing on a safety critical application in the avionics industry. READ MORE

  5. 4. Implementing and Evaluating Automaton Learning Algorithms for a Software Testing Platform

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Mohsen Khosravi Bakhtiari; [2015]
    Keywords : Automaton learning algorithms; software testing; machine learning; computational learning; DFA; الگوریتم های یادگیری . تست نرم افزار . یادگیری ماشینی;

    Abstract : The Software Reliability group at KTH-CSC has designed and built a novel test platform LBTest for black-box requirements testing of reactive and embedded software systems (e.g. web servers, automobile control units, etc). READ MORE

  6. 5. Learning-Based Testing of Microservices : An Exploratory Case Study Using LBTest

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Peter Nycander; [2015]
    Keywords : microservices lbtest learning-based testing lbt trioptima;

    Abstract : Learning-based testing (LBT) is a relatively new testing paradigm which automatically generates test cases for black-box testing of a system under test (SUT). LBT uses machine learning to model a SUT, and combines this with model-based testing. READ MORE