5 citations · 9 across the 10 of their papers we have counts for
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cs.NI2023
Differentially Private Deep Q-Learning for Pattern Privacy Preservation in MEC Offloading
Shuying Gan, Marie Siew, Chao Xu +1
Mobile edge computing (MEC) is a promising paradigm to meet the quality of service (QoS) requirements of latency-sensitive IoT applications. However, attackers may eavesdrop on the…
cs.NI2022★ 1 cited
FIRE: A Failure-Adaptive Reinforcement Learning Framework for Edge Computing Migrations
Marie Siew, Shikhar Sharma, Zekai Li +5
In edge computing, users' service profiles are migrated due to user mobility. Reinforcement learning (RL) frameworks have been proposed to do so, often trained on simulated data. H…
cs.NI2022
Towards Effective Resource Procurement in MEC: a Resource Re-selling Framework
Marie Siew, Shikhar Sharma, Kun Guo +4
On-demand and resource reservation pricing models have been widely used in cloud computing, catering to different user requirements. Nevertheless, in Multi-Access Edge Computing (M…