Page 79 - ITUJournal Future and evolving technologies Volume 2 (2021), Issue 1

ITU Journal on Future and Evolving Technologies, Volume 2 (2021), Issue 1

[16] Md Faizul Bari, Arup Raton Roy, [26] Mu He, Arsany Basta, Andreas Blenk, and
Shihabur Rahman Chowdhury, Qi Zhang, Wolfgang Kellerer. “Modeling low setup time
Mohamed Faten Zhani, Reaz Ahmed, and for controller placement in sdn: Evaluation for
Raouf Boutaba. “Dynamic controller provisioning dynamic lows”. In: IEEE International Conference
in software de ined networks”. In: Network on Communications (ICC). 2017.
and Service Management (CNSM), 2013 9th [27] Peter O Olukanmi and Bhekisipho Twala.
International Conference on. IEEE. 2013, pp. 18–25. “Sensitivity analysis of an outlier‑aware k‑means
[17] Md Tanvir Ishtaique ul Huque, Weisheng Si, clustering algorithm”. In: Pattern Recognition
Guillaume Jourjon, and Vincent Gramoli. Association of South Africa and Robotics and
“Large‑scale dynamic controller placement”. Mechatronics (PRASA‑RobMech), 2017. IEEE. 2017,
In: IEEE Transactions on Network and Service pp. 68–73.
Management 14.1 (2017), pp. 63–76.
[28] Aruna Bhat. “K‑medoids clustering using
[18] Jean‑Michel Sanner, Yassine Hadjadj‑Aoul, partitioning around medoids for performing
Meryem Ouzzif, and Gerardo Rubino. “An face recognition”. In: International Journal of Soft
evolutionary controllers’ placement algorithm Computing, Mathematics and Control 3.3 (2014),
for reliable SDN networks”. In: IFIP International pp. 1–12.
Workshop on Management of SDN and NFV Systems [29] Trupti M Kodinariya and Prashant R Makwana.
(ManSDNNFV’2017). 2017. “Review on determining number of Cluster in
[19] Hemant Kumar Rath, Vishvesh Revoori, K‑Means Clustering”. In: International Journal 1.6
Shameemraj M Nadaf, and Anantha Simha. (2013), pp. 90–95.
“Optimal controller placement in Software De ined [30] Robert Tibshirani, Guenther Walther, and Trevor
Networks (SDN) using a non‑zero‑sum game”. In: Hastie. “Estimating the number of clusters in
World of Wireless, Mobile and Multimedia Networks a data set via the gap statistic”. In: Journal of
(WoWMoM), 2014 IEEE 15th International the Royal Statistical Society: Series B (Statistical
Symposium on a. IEEE. 2014, pp. 1–6. Methodology) 63.2 (2001), pp. 411–423.
[20] Afrim Sallahi and Marc St‑Hilaire. “Optimal model [31] Trevor Hastie, Robert Tibshirani, and
for the controller placement problem in software Jerome Friedman. “Unsupervised learning”.
de ined networks”. In: IEEE communications letters In: The elements of statistical learning. Springer,
19.1 (2015), pp. 30–33. 2009, pp. 485–585.
[21] Yannan Hu, Wendong Wang, Xiangyang Gong,
[32] Gregory Saint Vincent. The Haversine Formula. Last
Xirong Que, and Shiduan Cheng. “On
accessed September 2018). URL: http : / / www .
reliability‑optimized controller placement
longitudestore . com / haversine - formula .
for software‑de ined networks”. In: China
html.
Communications 11.2 (2014), pp. 38–54.
[33] Charu C Aggarwal and Chandan K Reddy. Data
[22] David Hock, Matthias Hartmann, Steffen Gebert, clustering: algorithms and applications. CRC press,
Thomas Zinner, and Phuoc Tran‑Gia. “POCO‑PLC: 2013.
Enabling dynamic pareto‑optimal resilient
controller placement in SDN networks”. In: [34] Jovin J Mwemezi and Youfang Huang. “Optimal
Computer Communications Workshops (INFOCOM facility location on spherical surfaces: algorithm
WKSHPS), 2014 IEEE Conference on. IEEE. 2014, and application”. In: New York Science Journal 4.7
pp. 115–116. (2011), pp. 21–28.
[23] Stanislav Lange, Steffen Gebert, Thomas Zinner, [35] Agarwal Prakhar. Haversine formula to ind
Phuoc Tran‑Gia, David Hock, Michael Jarschel, and distance between two points on a sphere. Last
Marco Hoffmann. “Heuristic approaches to the accessed February 2019. URL: https : / / www .
controller placement problem in large scale SDN geeksforgeeks.org/haversine-formula-to-
networks”. In: IEEE Transactions on Network and find-distance-between-two-points-on-a-
Service Management 12.1 (2015), pp. 4–17. sphere/.
[24] Adlen Ksentini, Miloud Bagaa, and Tarik Taleb. [36] Lusani Mamushiane, Albert Lysko, and
“On using SDN in 5G: the controller placement Joyce Mwangama. “Optimum Placement of SDN
problem”. In: Global Communications Conference Controllers in African Backbones: SANREN and
(GLOBECOM), 2016 IEEE. IEEE. 2016, pp. 1–6. ZAMREN as a Case Study”. In: Southern Africa
Telecommunication Networks and Applications
[25] Lusani Mamushiane, Albert A Lysko, and Joyce
Conference (SATNAC), 2018. 2‑5 September 2018.
Mwangama. “Controller placement optimization
[37] Joseph D Donnay. Spherical trigonometry. Read
for Software De ined Networks”. In: ITU Journal.
Books Ltd, 2013.
2021.

© International Telecommunication Union, 2021 63