66 citations · 93 across the 6 of their papers we have counts for
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cs.DC2023★ 8 cited
Amalgamated Intermittent Computing Systems
Bashima Islam, Yubo Luo, Shahriar Nirjon
Intermittent computing systems undergo frequent power failure, hindering necessary data sample capture or timely on-device computation. These missing samples and deadlines limit th…
cs.DC2023★ 7 cited
Efficient Multitask Learning on Resource-Constrained Systems
Yubo Luo, Le Zhang, Zhenyu Wang +1
We present Antler, which exploits the affinity between all pairs of tasks in a multitask inference system to construct a compact graph representation of the task set and finds an o…
cs.DC2019★ 66 cited
Zygarde: Time-Sensitive On-Device Deep Inference and Adaptation on Intermittently-Powered Systems
Bashima Islam, Shahriar Nirjon
We propose Zygarde -- which is an energy -- and accuracy-aware soft real-time task scheduling framework for batteryless systems that flexibly execute deep learning tasks1 that are…