Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers.
Nikolay NikolovYared Dejene DessalkAkif Quddus KhanAhmet SoyluMihhail MatskinAmir H. PayberahDumitru RomanPublished in: Internet Things (2021)
Keyphrases
- big data
- control flow
- data processing
- data intensive
- data management
- data intensive computing
- cloud computing
- data flow
- workflow management systems
- data analysis
- domain specific languages
- commodity hardware
- high volume
- big data analytics
- social media
- unstructured data
- massive data
- programming language
- business intelligence
- vast amounts of data
- data science
- workflow engine
- business analytics
- scientific workflows
- test cases
- general purpose
- knowledge discovery
- web services
- data warehousing
- database management systems
- database systems
- database
- error rate
- business processes
- massive datasets
- text mining
- object oriented
- social networks
- transactional properties
- artificial intelligence
- data sets