Does Big Data Require Complex Systems? A Performance Comparison Between Spark and Unicage Shell Scripts.
Duarte M. NascimentoMiguel FerreiraMiguel L. PardalPublished in: CoRR (2022)
Keyphrases
- complex systems
- big data
- dynamic systems
- cloud computing
- data analysis
- data management
- big data analytics
- high volume
- data processing
- social media
- physical systems
- biological systems
- vast amounts of data
- data science
- massive data
- multi agent systems
- data warehousing
- unstructured data
- steady state simulation
- mathematical models
- business intelligence
- technical systems
- agent based models
- data sets
- social computing
- data analytics
- massive datasets
- emergent behavior
- commodity hardware
- distributed systems
- knowledge discovery
- information systems
- information retrieval