1.3k citations · 1.7k across the 17 of their papers we have counts for
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cs.NI2021★ 78 cited
D3PG: Dirichlet DDPG for Task Partitioning and Offloading with Constrained Hybrid Action Space in Mobile Edge Computing
Laha Ale, Scott A. King, Ning Zhang +2
Mobile Edge Computing (MEC) has been regarded as a promising paradigm to reduce service latency for data processing in the Internet of Things, by provisioning computing resources a…
cs.NI2021★ 21 cited
Spatio-Temporal Bayesian Learning for Mobile Edge Computing Resource Planning in Smart Cities
Laha Ale, Ning Zhang, Scott A. King +1
A smart city improves operational efficiency and comfort of living by harnessing techniques such as the Internet of Things (IoT) to collect and process data for decision making. To…
cs.NI2021★ 239 cited
Delay-aware and Energy-Efficient Computation Offloading in Mobile Edge Computing Using Deep Reinforcement Learning
Laha Ale, Ning Zhang, Xiaojie Fang +3
Internet of Things (IoT) is considered as the enabling platform for a variety of promising applications, such as smart transportation and smart city, where massive devices are inte…