8 citations · 8 across the 3 of their papers we have counts for
5 papers
ALT: Boosting Deep Learning Performance by Breaking the Wall between Graph and Operator Level Optimizations
Zhiying Xu, Jiafan Xu, Hongding Peng +8
Deep learning models rely on highly optimized tensor libraries for efficient inference on heterogeneous hardware. Current deep compilers typically predetermine layouts of tensors a…
Hash Adaptive Bloom Filter
Rongbiao Xie, Meng Li, Zheyu Miao +4
Bloom filter is a compact memory-efficient probabilistic data structure supporting membership testing, i.e., to check whether an element is in a given set. However, as Bloom filter…
Decentralized Federated Learning for UAV Networks: Architecture, Challenges, and Opportunities
Yuben Qu, Haipeng Dai, Yan Zhuang +4
Unmanned aerial vehicles (UAVs), or say drones, are envisioned to support extensive applications in next-generation wireless networks in both civil and military fields. Empowering…
Air-Ground Collaborative Mobile Edge Computing: Architecture, Challenges, and Opportunities
Zhen Qin, Hai Wang, Yuben Qu +2
By pushing computation, cache, and network control to the edge, mobile edge computing (MEC) is expected to play a leading role in fifth generation (5G) and future sixth generation…
Deadline-Driven Multi-node Mobile Charging
Xunpeng Rao, Panlong Yang, Haipeng Dai +5
Due to the merit without requiring charging cable, wireless power transfer technologies have drawn rising attention as a new method to replenish energy to Wireless Rechargeable Sen…