Impact of virtual threads and garbage collection on energy efficiency of Java applications for battery powered IoT devices

IoT devices are increasingly battery-powered, making energy efficiency a primary design concern. This work investigates how Java’s concurrency model (traditional OS threads vs. Virtual Threads) and garbage collection strategies affect battery lifetime. Using a smartwatch case study, we demonstrate that a modern, asynchronous design using Virtual Threads and ZGC achieves a 42% improvement in battery lifetime (7.0 h → 10.0 h) compared to a traditional blocking implementation. This improvement is driven by a 55% reduction in CPU active time and a 7 × increase in deep-sleep residency. This paper provides quantitative evidence and practical guidelines for building energy-efficient Java applications on constrained embedded devices.

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Publication Details

Journal
Scientific Reports
Published
2026-03-14
DOI
https://doi.org/10.1038/s41598-026-40112-6
Primary Topic
Green IT and Sustainability
Type
article
Field-Weighted Citation Impact
0.00

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article

Impact of virtual threads and garbage collection on energy efficiency of Java applications for battery powered IoT devices

V. Sivakumar, S. Shanjai Kumar, B. N. Sanjai, S. Etheeswar Kaarthi et al.
Scientific Reports
Green IT and Sustainability
article

Impact of virtual threads and garbage collection on energy efficiency of Java applications for battery powered IoT devices

V. Sivakumar, S. Shanjai Kumar, B. N. Sanjai, S. Etheeswar Kaarthi, S. Jagadeesan
article en

Abstract

IoT devices are increasingly battery-powered, making energy efficiency a primary design concern. This work investigates how Java’s concurrency model (traditional OS threads vs. Virtual Threads) and garbage collection strategies affect battery lifetime. Using a smartwatch case study, we demonstrate that a modern, asynchronous design using Virtual Threads and ZGC achieves a 42% improvement in battery lifetime (7.0 h → 10.0 h) compared to a traditional blocking implementation. This improvement is driven by a 55% reduction in CPU active time and a 7 × increase in deep-sleep residency. This paper provides quantitative evidence and practical guidelines for building energy-efficient Java applications on constrained embedded devices.

Scientific Reports
Vellore Institute of Technology University (IN)
VIT University
Affordable and clean energy
Openalex Percentile: Top 21%
Green IT and Sustainability
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Impact of virtual threads and garbage collection on energy efficiency of Java applications for battery powered IoT devices — V. Sivakumar, S. Shanjai Kumar, et al. · Scientific Reports (2026) | TGRS Research Map | TGRS