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The diversity of hardware components within a single system calls for strategies for efficient cross-device data processing. For example, existing approaches to CPU/GPU co-processing distribute individual relational operators to the "most appropriate" device. While pleasantly simple, this strategy has a number of problems: it may leave the "inappropriate" devices idle while overloading the "appropriate" device and putting a high pressure on the PCI bus. To address these issues we distributedoi:10.1145/2236584.2236591 dblp:conf/damon/PirkSMK12 fatcat:h2pxtjiplbhspa7tyswkk2evbe