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One such area of interest is high-security militarized environments. Due to military zones\u2019 harsh and unpredictable nature, monitoring devices deployed in such environments must operate without power\u00a0interruption for\u00a0extended time\u00a0periods. Therefore, it is essential to choose an appropriate application design for operating these \u201cthings\u201d in the internet of things (IoT)\u00a0environment such that energy can be conserved\u00a0throughout the operating span of\u00a0an application. This paper presents two application modules and analyzes their performance in terms of energy conservation considering a military-based IoT-Fog architecture. The two modules are: A sequential application module, and a\u00a0master-worker application module. Experimental results show that the master-worker module incurs lower energy consumption and communication overhead than the sequential application module. Significantly, the master-worker module exhibits a lower delay in tuple execution by almost four milliseconds while also accounting for lower simulation time and higher network utilization. The module achieves significant savings in energy consumption, making it more effective in handling smart devices.<\/jats:p>","DOI":"10.1007\/s43926-022-00024-z","type":"journal-article","created":{"date-parts":[[2022,8,1]],"date-time":"2022-08-01T18:12:04Z","timestamp":1659377524000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["An energy-aware application module for the fog-based internet of military things"],"prefix":"10.1007","volume":"2","author":[{"given":"Bashir Yusuf","family":"Bichi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9546-4195","authenticated-orcid":false,"given":"Saif ul","family":"Islam","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anas Maazu","family":"Kademi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ishfaq","family":"Ahmad","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,8,1]]},"reference":[{"key":"24_CR1","doi-asserted-by":"publisher","DOI":"10.3390\/s16101644","author":"P Fraga-Lamas","year":"2016","unstructured":"Fraga-Lamas P, Fern\u00e1ndez-Caram\u00e9s T, Su\u00e1rez-Albela M, Castedo L, Gonz\u00e1lez-L\u00f3pez M. 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