Described are methods, systems and computer readable media for dynamically updating join operation results in a computer system. A memory-efficient computer system for dynamically updating join operation results may include multiple memory devices having different access times. A computer system for dynamically updating join operation results in real time may re-apply a join operation based on a communication received over a network interface device.