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The power-aware computer systems (PACS) lab at The Ohio State University (OSU) just received another significant NSF grant in May 2024, so we have multiple NEW fully-funded GRA positions available immediately for self-motivated students to pursue Ph.D. degrees in Computer Engineering.
Our lab recently received multiple NSF grants to do cutting-edge research on making computer systems more energy-efficient to support sustainable AI, which includes several aspects, such as GPU data center, mobile computing, and real-time embedded systems. For GPU data center, we manage the resources of a large number of GPUs to process machine learning or deep learning workloads in a highly energy-efficient way. For mobile computing, we apply machine learning algorithms to improve the performance and energy efficiency of mobile devices, like smartphones or IoT devices. For real-time embedded systems, it is about how to schedule real-time applications, such as autonomous driving tasks, on embedded GPUs to meet real-time deadlines.
"The constraints on AI compute are very predictable...... A year ago, the shortage was chips......Then, the next shortage will be electricity. They won't be able to find enough electricity to run all the chips. I think next year, you'll see they just can't find enough electricity to run all the chips." said Elon Musk in March 2024.
Interested students please directly contact the professor, who is an IEEE Fellow, as early as possible for full consideration of the GRA positions.
https://www2.ece.ohio-state.edu/~xwang/ |