To fully exploit enormous data generated by intelligent devices in edge computing, edge
federated learning (EFL) is envisioned as a promising solution. The distributed collaborative …

This letter addresses the challenge of multiplying large real-numbered matrices and in on-
device edge computing environments with a master node and worker nodes. To ensure …

Polynomial based approaches, such as the Mat-Dot and entangled polynomial codes (EPC)
have been used extensively within coded matrix computations to obtain schemes with good …

Long integer multiplication algorithms are fundamental computational kernels in numerous
applications, ranging from cryptographic systems to neural networks. They serve as …

A delay in a single processor may affect an entire system since the slowest processor
typically determines the runtime. Problems with such stragglers are often mitigated using …

요 약분산 컴퓨팅은 지능형 IoT 네트워크에서 중요한 역할을 하지만 무선 네트워크에서는
제대로 연구되지 않았습니다. 특히무선 채널과 잡음으로 인한 왜곡은 분산 컴퓨팅의 정확도를 …