dSpark: Deadline-Based Resource Allocation for Big Data Applications in Apache Spark.
Muhammed Tawfiqul IslamShanika KarunasekeraRajkumar BuyyaPublished in: eScience (2017)
Keyphrases
- big data
- resource allocation
- open source
- cloud computing
- resource allocation problems
- data analysis
- resource management
- data processing
- vast amounts of data
- unstructured data
- business intelligence
- allocation problems
- data management
- big data analytics
- social media
- response time
- optimal resource allocation
- map reduce
- knowledge discovery
- scheduling algorithm
- resource constraints
- scarce resources
- allocation strategies
- resource allocation and scheduling
- data warehousing
- massive datasets
- resource usage
- combinatorial auctions
- data science
- dynamic resource allocation
- database systems
- information systems
- databases