Exploring foci of:
2021 IEEE Global Communications Conference (GLOBECOM)
Optimal Stochastic Coded Computation Offloading in Unmanned Aerial Vehicles Network
December 2021 • Wei Chong Ng, Wei Yang Bryan Lim, Jer Shyuan Ng, Suttinee Sawadsitang, Zehui Xiong, Dusit Niyato
Today, modern unmanned aerial vehicles (UAVs) are equipped with increasingly advanced capabilities that can run applications enabled by machine learning techniques, which require computationally intensive operations such as matrix multiplications. Due to computation constraints, the UAVs can offload their computation tasks to edge servers. To mitigate stragglers, coded distributed computing (CDC) based offloading can be adopted. In this paper, we propose an Optimal Task Allocation Scheme (OTAS) based on Stochastic…
Computer Science
Edge Computing
Enhanced Data Rates For Gsm Evolution
Artificial Intelligence
Algorithm
Engineering
Mathematics
Mathematical Analysis
Systems Engineering
Electrical Engineering