Cupid: Empowering Reliable Collaboration for Intermittent Computing Nodes

Battery-free nodes harvest ambient energy, accelerating large-scale IoT (Internet of Things) deployment. However, sporadic beginnings and ends of power failures impede collaboration, obstructing the execution of complex applications. The prior collaborative protocols have high energy demands and lack scalability. This paper introduces Cupid, a novel scheduling architecture that employs a coordinator device to circumvent the collaborative energy bottleneck, enhancing the scalability of battery-free node collaboration. Cupid employs an efficient crosslayer communication protocol to offload energy-intensive tasks to the coordinator. To reduce latency from non-local execution, we propose a predictive scheduling algorithm based on curve fitting. Additionally, we implement a circuit on the node side for ultra-low-power upload and download capabilities. We implement a prototype and conduct extensive evaluations. Compared to the state-of-the-art, it is the first to achieve intermittent coordination in medium-scale EH-WSNs, reducing latency by 94.56%.

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Publication Details

Published
2025-06-08
DOI
https://doi.org/10.1109/icc52391.2025.11161546
Primary Topic
Cloud Computing and Resource Management
Type
article
Field-Weighted Citation Impact
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article

Cupid: Empowering Reliable Collaboration for Intermittent Computing Nodes

Li Lu, Qianhe Meng, Zetao Gao, Chong Zhang et al.
Cloud Computing and Resource Management
article

Cupid: Empowering Reliable Collaboration for Intermittent Computing Nodes

Li Lu, Qianhe Meng, Zetao Gao, Chong Zhang, Yao Zhao, Han Wang
article en

Abstract

Battery-free nodes harvest ambient energy, accelerating large-scale IoT (Internet of Things) deployment. However, sporadic beginnings and ends of power failures impede collaboration, obstructing the execution of complex applications. The prior collaborative protocols have high energy demands and lack scalability. This paper introduces Cupid, a novel scheduling architecture that employs a coordinator device to circumvent the collaborative energy bottleneck, enhancing the scalability of battery-free node collaboration. Cupid employs an efficient crosslayer communication protocol to offload energy-intensive tasks to the coordinator. To reduce latency from non-local execution, we propose a predictive scheduling algorithm based on curve fitting. Additionally, we implement a circuit on the node side for ultra-low-power upload and download capabilities. We implement a prototype and conduct extensive evaluations. Compared to the state-of-the-art, it is the first to achieve intermittent coordination in medium-scale EH-WSNs, reducing latency by 94.56%.

University of Electronic Science and Technology of China (CN), Southwest Petroleum University (CN)
Openalex Percentile: Top 62%
Cloud Computing and Resource Management
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