Lightweight imitation learning for real-time cooperative service migration

Z Ning, H Chen, ECH Ngai, X Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Due to the revolution of communication technology, the rapidly increasing number of mobile
devices in edge networks generates various real-time service requests, requiring a …

Energy-efficient networks-on-chip architectures: Design and run-time optimization

SK Mandal, A Krishnakumar, UY Ogras - Network-on-Chip Security and …, 2021 - Springer
Abstract Networks-on-Chip (NoC) architectures have become the mainstream
communication backbone of high-end processors and systems-on-chip (SoCs) after their …

CEDR: A compiler-integrated, extensible DSSoC runtime

J Mack, S Heidari, M Ghasemi, YG Kim, CJ Wu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Machine Learning (ML) workloads are increasingly deployed at the edge. Enabling efficient
inference execution while considering model and system heterogeneity remains …