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cs.AR2024
ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model
Hanqiu Chen, Yitu Wang, Luis Vitorio Cargnini +7
Compute Express Link (CXL) emerges as a solution for wide gap between computational speed and data communication rates among host and multiple devices. It fosters a unified and coh…
cs.LG2024
Residual-INR: Communication Efficient On-Device Learning Using Implicit Neural Representation
Hanqiu Chen, Xuebin Yao, Pradeep Subedi +1
Edge computing is a distributed computing paradigm that collects and processes data at or near the source of data generation. The on-device learning at edge relies on device-to-dev…