A Parallel Genetic Algorithm Based on Hadoop MapReduce for the Automatic Generation of JUnit Test Suites.
Linda Di GeronimoFilomena FerrucciAlfonso MuroloFederica SarroPublished in: ICST (2012)
Keyphrases
- machine learning
- test suite
- map reduce
- cloud computing
- test cases
- regression testing
- test suite reduction
- parallel computation
- parallel processing
- parallel programming
- distributed computing
- static analysis
- parallel computing
- open source
- mapreduce framework
- software testing
- test case generation
- distributed processing
- data parallelism
- high performance data mining
- learning algorithm
- data intensive
- model checker
- artificial intelligence
- set of test cases
- mutation testing
- test sequences
- number of test cases
- database
- decision trees
- java programs
- data analytics
- commodity hardware
- parallel implementation
- automatically generate
- big data
- data sets
- testing process
- databases
- multi core processors
- data partitioning
- source code
- distributed systems