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Adaptive Provisioning of Heterogeneous Cloud Resources for Big Data Processing
Big Data and Cognitive Computing
Efficient utilization of resources plays an important role in the performance of large scale task processing. In cases where heterogeneous types of resources are used within the same application, it is hard to achieve good utilization of all of the different types of resources. By taking advantage of recent developments in cloud infrastructure that enable the use of dynamic clusters of resources, and by dynamically altering the size of the available resources for all the different resourcedoi:10.3390/bdcc2030015 fatcat:ukwrd2svcnharc5vd5ss7mg6ve