HERMIT: A Benchmark Suite for the Internet of Medical Things
Publication type: Journal Article
Publication date: 2018-10-01
scimago Q1
wos Q1
SJR: 2.483
CiteScore: 16.3
Impact factor: 8.9
ISSN: 23274662, 23722541
Computer Science Applications
Hardware and Architecture
Information Systems
Computer Networks and Communications
Signal Processing
Abstract
The growth of the Internet of Things (IoT) will transform the healthcare industry, and enable the emergence of the Internet of Medical Things (IoMT). In this paper, we present and analyze HERMIT, a benchmark suite for the IoMT. The goal of HERMIT is to facilitate research into new microarchitectures and optimizations that will enable efficient execution of emerging IoMT applications. HERMIT comprises of applications spanning various domains in the healthcare industry, including computerized tomography scan, ultrasound, magnetic resonance imaging, implantable heart monitors, wearable devices. HERMIT also includes supplementary applications for security and data compression. We analyze HERMIT on an IoT prototyping platform to derive insights into IoMT applications' compute and memory characteristics. We also compare HERMIT to three commonly used benchmark suites: 1) MiBench; 2) SPEC CPU2006; and 3) PARSEC, and show that IoMT applications' characteristics differ from existing benchmarks. Our results motivate the need for a new benchmark suite to enable IoMT-targeted microarchitecture research.
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Metrics
71
Total citations:
71
Citations from 2024:
6
(8.45%)
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GOST
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Limaye A., Adegbija T. HERMIT: A Benchmark Suite for the Internet of Medical Things // IEEE Internet of Things Journal. 2018. Vol. 5. No. 5. pp. 4212-4222.
GOST all authors (up to 50)
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Limaye A., Adegbija T. HERMIT: A Benchmark Suite for the Internet of Medical Things // IEEE Internet of Things Journal. 2018. Vol. 5. No. 5. pp. 4212-4222.
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RIS
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TY - JOUR
DO - 10.1109/jiot.2018.2849859
UR - https://doi.org/10.1109/jiot.2018.2849859
TI - HERMIT: A Benchmark Suite for the Internet of Medical Things
T2 - IEEE Internet of Things Journal
AU - Limaye, Ankur
AU - Adegbija, Tosiron
PY - 2018
DA - 2018/10/01
PB - Institute of Electrical and Electronics Engineers (IEEE)
SP - 4212-4222
IS - 5
VL - 5
SN - 2327-4662
SN - 2372-2541
ER -
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BibTex (up to 50 authors)
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@article{2018_Limaye,
author = {Ankur Limaye and Tosiron Adegbija},
title = {HERMIT: A Benchmark Suite for the Internet of Medical Things},
journal = {IEEE Internet of Things Journal},
year = {2018},
volume = {5},
publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
month = {oct},
url = {https://doi.org/10.1109/jiot.2018.2849859},
number = {5},
pages = {4212--4222},
doi = {10.1109/jiot.2018.2849859}
}
Cite this
MLA
Copy
Limaye, Ankur, and Tosiron Adegbija. “HERMIT: A Benchmark Suite for the Internet of Medical Things.” IEEE Internet of Things Journal, vol. 5, no. 5, Oct. 2018, pp. 4212-4222. https://doi.org/10.1109/jiot.2018.2849859.