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of things data in clouds,IEEE Computing Edge, pp. 12-
16, Jun 2015.
[6] S. Babu, M. Chandini, P. Lavanya, K. Ganapathy, and V.
Vaidehi, Cloud-enabled remote health monitoring sys-
tem, in Int. Conf. on Recent Trends in Inform. Tech.
(ICRTIT), July 2013, pp. 702-707.
[7] J. Augustyn. The south african triage scale: a tool
Figure 11: Solar Powered Node Performance. for emergency nurses, viewed 8 january 2016.
http://www.pntonline.co.za/index.php/PNT/article/download/579/849,
/579/849, June 2016.
used in our experimentation was tested and found ready for
field deployment. Two machine learning algorithms to solve [8] Cooking Hacks, https://www.cooking-
the patient prioritization problem were described and com- hacks.com/flexible-solar-panel-7-2v-connector, October
pared. They revealed the relative efficiency of the supervised 2016.
Multivariate Linear regression learning algorithm compared
[9] A. B. Bagula. Modelling and implementation of qos in
to the unsupervised K-Means algorithm.
wireless sensor networks: a multiconstrained traffic en-
The situation recognition system presented in this paper has
gineering model. EURASIP Journal on Wireless Com-
been built on top of a communication platform that considers
munications and Networking, (1), 2010.
single hop routing to disseminate the healthcare information
from their points of collection to the micro-cloud server that [10] A. B. Bagula and A. Krzesinski. Traffic engineering la-
handles the Triage system. When considering a larger net- bel switched paths in IP networks using a pre-planned
work configuration with multi-hop routing paths, multi-path flow optimization model. In Proceedings of the IEEE
routing techniques such as presented in [9, 10] can be re- 2001 MASCOTS Symposium, pages 70-77, 2001.
designed to support QoS by having different forms of health-
care data propagated over different paths from a source to [11] A. B. Bagula. Hybrid traffic engineering: the least
a destination. The cost-based traffic engineering techniques path interference algorithm. In Proceedings of the 2004
proposed in [11, 12, 13] will also be redesigned to balance SAICSIT conference, pages 89-96, 2004.
traffic over the Cyber-healthcare communication platform to
[12] A. B. Bagula. Hybrid routing in next generation Ip
increase throughput and reduce communication delays. De-
networks. In Computer Communications, 29(7):879892,
ploying a long distance sensor network [14, 15] to support
2006.
Cyber-healthcare network deployment in the rural settings of
the developing world is another key issue that needs to be [13] A. B. Bagula. On achieveing bandwidth-aware
addressed as future research work. lsp/lambdasp multiplexing/separation in multi-layer
networks. IEEE Journal on Selected Areas in Communi-
cations, 25(5):987-1000, 2007.
REFERENCES
[14] M. Zennaro, A. Bagula, D. Gascon, and A. Noveleta.
[1] M. Mandava, C. Lubamba, A. Ismail, H. Bagula. and Long distance wireless sensor networks: simulation vs
A. Bagula. Cyberhealthcare for public healthcare in the reality. In Proceedings of the 4th ACM Workshop on
developing world. in the Proceedings of the ISCC 2016 Networked Systems for Developing Regions, (12), 2012.
Conference, pages 14-19, June 2016. Processing: Op-
[15] A. Bagula, M. Zennaro, G. Inggs, S. Scott, and D.
portunities and Challenges, in IEEE International Con-
Gascon. Ubiquitous sensor networking for development
ference on Services Computing (SCC), Jun 2015, pp.
(usn4d): An application to pollution monitoring. In Sen-
285-292.
sors, 12(1):391-414, 2012.
[2] E. Eskin. Discovering Genes Involved in Disease and the
Mystery of Missing Heritability, Communications of the
ACM, vol. 58, no. 10, pp. 80-87, 2015.
[3] M. Hassanalieragh, A. Page, T. Soyata, G. Sharma, M.
K. Aktas, G. Mateos, B. Kantarci, and S. Andreescu,
Health Monitoring and Management Using Internet-of-
Things (IoT) Sensing with Cloud-based
[4] S. Earley. The Promise of Healthcare Analytics, IEEE
Computing Edge, pp. 27-29, June 2015.

[5] L. Wang and R. Ranjan. Processing distributed internet

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