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Sen. Netw."],"published-print":{"date-parts":[[2023,11,30]]},"abstract":"<jats:p>\n            Energy efficiency, real-time response, and data transmission reliability are important objectives during networked systems design. This paper aims to develop an efficient task mapping scheme to balance these important but conflicting objectives. To achieve this goal, tasks are triplicated to enhance reliability and mapped on the wireless nodes of the networked systems with\n            <jats:bold>Dynamic Voltage and Frequency Scaling (DVFS)<\/jats:bold>\n            capabilities to reduce energy consumption while still meeting real-time constraints. Our contributions include the mathematical formulation of this task mapping problem as mixed-integer programming that balances node energy consumption, enhancing data reliability, under real-time and energy constraints. Compared with the\n            <jats:bold>State-of-the-Art (SoA)<\/jats:bold>\n            , a joint-design problem is considered in this paper, where DVFS, task triplication, task allocation, and task scheduling are optimized concurrently. To find the optimal solution, the original problem is linearized, and a decomposition-based method is proposed. The optimality of the proposed method is proved rigorously. Furthermore, a heuristic based on the greedy algorithm is designed to reduce the computation time. The proposed methods are evaluated and compared through a series of simulations. The results show that the proposed triplication-based task mapping method on average achieves 24.84% runtime reduction and 28.62% energy saving compared to the SoA methods.\n          <\/jats:p>","DOI":"10.1145\/3584985","type":"journal-article","created":{"date-parts":[[2023,2,20]],"date-time":"2023-02-20T11:48:38Z","timestamp":1676893718000},"page":"1-26","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems"],"prefix":"10.1145","volume":"19","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1119-7617","authenticated-orcid":false,"given":"Lei","family":"Mo","sequence":"first","affiliation":[{"name":"School of Automation, Southeast University, Nanjing, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6232-2799","authenticated-orcid":false,"given":"Qi","family":"Zhou","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Engineering, Southeast University, Nanjing, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9293-469X","authenticated-orcid":false,"given":"Angeliki","family":"Kritikakou","sequence":"additional","affiliation":[{"name":"University of Rennes, INRIA, IRISA, CNRS, Rennes, Bretagne, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6771-0571","authenticated-orcid":false,"given":"Xianghui","family":"Cao","sequence":"additional","affiliation":[{"name":"School of Automation, Southeast University, Nanjing, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2023,4,21]]},"reference":[{"issue":"10","key":"e_1_3_1_2_2","doi-asserted-by":"crossref","first-page":"4674","DOI":"10.1109\/TII.2018.2855198","article-title":"Deploying fog computing in industrial Internet of things and industry 4.0","volume":"14","author":"Aazam M.","year":"2018","unstructured":"M. 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Informat."},{"issue":"4","key":"e_1_3_1_32_2","doi-asserted-by":"crossref","first-page":"1396","DOI":"10.1109\/TCST.2013.2280899","article-title":"Detecting integrity attacks on SCADA systems","volume":"22","author":"Mo Y.","year":"2014","unstructured":"Y. Mo, R. Chabukswar, and B. Sinopoli. 2014. Detecting integrity attacks on SCADA systems. IEEE Trans. Control Syst. Technol. 22, 4 (2014), 1396\u20131407.","journal-title":"IEEE Trans. Control Syst. Technol."},{"issue":"1","key":"e_1_3_1_33_2","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1109\/JPROC.2011.2161428","article-title":"Cyber-physical security of a smart grid infrastructure","volume":"100","author":"Mo Y.","year":"2012","unstructured":"Y. Mo, T. H. Kim, K. Brancik, D. Dickinson, H. Lee, A. Perrig, and B. Sinopoli. 2012. Cyber-physical security of a smart grid infrastructure. Proc. IEEE 100, 1 (2012), 195\u2013209.","journal-title":"Proc. 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Commun."},{"issue":"7","key":"e_1_3_1_36_2","doi-asserted-by":"crossref","first-page":"955","DOI":"10.1109\/TC.2009.168","article-title":"Energy-efficient task mapping for data-driven sensor network macroprogramming","volume":"59","author":"Pathak A.","year":"2010","unstructured":"A. Pathak and V. K. Prasanna. 2010. Energy-efficient task mapping for data-driven sensor network macroprogramming. IEEE Trans. Comput. 59, 7 (2010), 955\u2013968.","journal-title":"IEEE Trans. Comput."},{"issue":"4","key":"e_1_3_1_37_2","doi-asserted-by":"crossref","first-page":"1651","DOI":"10.1109\/TWC.2013.022113.120470","article-title":"Joint base station association and power control via Benders\u2019 decomposition","volume":"12","author":"Qian L. P.","year":"2013","unstructured":"L. P. Qian, Y. J. Zhang, Y. Wu, and J. Chen. 2013. Joint base station association and power control via Benders\u2019 decomposition. IEEE Trans. Wireless Commun. 12, 4 (2013), 1651\u20131665.","journal-title":"IEEE Trans. Wireless Commun."},{"issue":"1","key":"e_1_3_1_38_2","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1023\/A:1014569927266","article-title":"A comparison of optimal methods for local access uncapacitated network design","volume":"106","author":"Randazzo C. D.","year":"2001","unstructured":"C. D. Randazzo and H. P. L. Luna. 2001. A comparison of optimal methods for local access uncapacitated network design. Ann. Oper. Res. 106, 1 (2001), 263\u2013286.","journal-title":"Ann. Oper. Res."},{"issue":"5","key":"e_1_3_1_39_2","first-page":"159:1\u2013159:26","article-title":"Task assignment algorithms for heterogeneous multiprocessors","volume":"13","author":"Raravi G.","year":"2014","unstructured":"G. Raravi and V. N\u00e9lis. 2014. Task assignment algorithms for heterogeneous multiprocessors. ACM Trans. Embed. Comput. Syst. 13, 5 (2014), 159:1\u2013159:26.","journal-title":"ACM Trans. Embed. Comput. Syst."},{"key":"e_1_3_1_40_2","article-title":"A survey on sensor-based threats to Internet-of-Things (IoT) devices and applications","author":"Sikder A.","year":"2018","unstructured":"A. Sikder, G. Petracca, H. Aksu, T. Jaeger, and A. Uluagac. 2018. A survey on sensor-based threats to Internet-of-Things (IoT) devices and applications. arXiv:1802.02041. (2018).","journal-title":"arXiv:1802.02041"},{"issue":"2","key":"e_1_3_1_41_2","doi-asserted-by":"crossref","first-page":"803","DOI":"10.1109\/TGCN.2021.3056479","article-title":"Energy-aware scheduling of streaming applications on edge-devices in IoT-based healthcare","volume":"5","author":"Tariq U.","year":"2021","unstructured":"U. Tariq, H. Ali, L. Liu, J. Hardy, M. Kazim, and W. Ahmed. 2021. Energy-aware scheduling of streaming applications on edge-devices in IoT-based healthcare. IEEE Trans. Green Commun. Netw. 5, 2 (2021), 803\u2013815.","journal-title":"IEEE Trans. Green Commun. 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