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cs.SE2019
Whence to Learn? Transferring Knowledge in Configurable Systems using BEETLE
Rahul Krishna, Vivek Nair, Pooyan Jamshidi +1
As software systems grow in complexity and the space of possible configurations increases exponentially, finding the near-optimal configuration of a software system becomes challen…
eess.SY2019
ConEx: Efficient Exploration of Big-Data System Configurations for Better Performance
Rahul Krishna, Chong Tang, Kevin Sullivan +1
Configuration space complexity makes the big-data software systems hard to configure well. Consider Hadoop, with over nine hundred parameters, developers often just use the default…