This lecture discusses the challenges of topology imperfections in rack-scale analytics and proposes solutions through hybrid CPU-GPU architectures, load balancing, and task offloading. The instructor presents experiments on modern hardware setups to demonstrate the effectiveness of the proposed approaches.
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