Multi-objective scheduling of MapReduce jobs in big data processing.
Ibrahim Abaker Targio HashemNor Badrul AnuarMohsen MarjaniAbdullah GaniArun Kumar SangaiahKayode Sakariyah AdewolePublished in: Multim. Tools Appl. (2018)
Keyphrases
- big data
- multi objective
- data intensive computing
- cloud computing
- high volume
- data processing
- batch processing
- data intensive
- data analytics
- multiple objectives
- computational grids
- evolutionary algorithm
- scheduling problem
- social media
- identical parallel machines
- massive data
- distributed computing
- parallel machines
- data management
- release dates
- identical machines
- data analysis
- precedence constraints
- genetic algorithm
- unstructured data
- big data analytics
- information processing
- data science
- scheduling policies
- processing times
- scheduling algorithm
- vast amounts of data
- business intelligence
- knowledge discovery
- objective function
- single machine scheduling problem
- data warehousing
- information systems
- wafer fabrication
- information retrieval
- massive datasets
- databases