Static analysis for optimizing big data queries.
Diego GarbervetskyZvonimir PavlinovicMichael BarnettMadanlal MusuvathiTodd MytkowiczEdgardo ZoppiPublished in: ESEC/SIGSOFT FSE (2017)
Keyphrases
- big data
- static analysis
- dynamic analysis
- data management
- source code
- cloud computing
- big data analytics
- query processing
- query language
- data intensive
- database
- data processing
- query evaluation
- data analysis
- regular expressions
- business intelligence
- massive data
- vast amounts of data
- social media
- data science
- unstructured data
- data warehousing
- massive datasets
- knowledge discovery
- data driven decision making
- pattern matching
- test suite
- information processing
- open source
- data sources
- machine learning
- map reduce
- data analytics
- metadata
- databases