Abstract
Optimization methods are used to develop a model that can decrease production costs and maximize performance. There are several strategies for optimizing in soft computing techniques, such as scent marking optimization, ant colony optimization, and machine learning optimization. Optimizing the current network model is our issue. This paper chooses optimization based on graph theory because this approach has a solid theoretical history with a systematic approach and proof. RailTel is one of the country's largest neutral telecom infrastructure providers that owns an exclusive Right of Way (ROW) Pan-India optic fiber network along the railway track. We carefully researched the RailTel optical network's topology and noted that the current model can be optimized and improved in specific parameters during our study. We found a few invariant graph parameters such as number of nodes, number of edges, average degree, average clustering diameter, transitivity, connectivity edge, average length of path, and density. We made an effort to upgrade the current model. When we compared both models, we found that the proposed model had almost the same or better values for all parameters. We succeeded in having a diameter of half the current model, an optimized average path length, and transitivity improvement. The current model showed better optimized results compare to the existing method.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Habib MF, Tornatore M, Dikbiyik F, Mukherjee B (2013) Disaster survivability in optical communication networks. Comput Commun 36(6):630–644
Amiripalli SS, Bobba V, Potharaju SP (2019) A novel trimet graph optimization (TGO) topology for wireless networks. https://doi.org/10.1007/978-981-13-0617-4_8
Amiripalli SS, Kumar AK, Tulasi B (2016) Introduction to TRIMET along with its properties and scope. In: AIP Conference proceedings, AIP Publishing LLC, vol 1705. No. 1, pp 020032
Amiripalli SS, Bobba V (2018) Research on network design and analysis of TGO topology. Int J Netw Virtual Organ 19(1):72–86
Amiripalli SS, Bobba V (2019) Trimet graph optimization (TGO) based methodology for scalability and survivability in wireless networks. Int J Adv Trends Comput Sci Eng 8(6):3454–3460. https://doi.org/10.30534/ijatcse/2019/121862019
Liu , Liu Q (2014) A study on topology in computer network. In: 7th International conference on ıntelligent computation technology and automation, Changsha, pp 45–48. https://doi.org/10.1109/ICICTA.2014.18
Sterbenz JP, Hutchison D, Çetinkaya EK, Jabbar A, Rohrer JP, Schöller M, Smith P (2010) Resilience and survivability in communication networks: strategies, principles, and survey of disciplines. Comput Netw 54(8):1245–1265
Amiripalli SS, Bobba V (2019) An optimal TGO topology method for a scalable and survivable network in IOT communication technology. Wireless Personal Commun 107(2):1019–1040
Amiripalli SS, Bobba V (2019) Impact of trimet graph optimization topology on scalable networks. J Intell Fuzzy Syst 36(3):2431–2442
Amiripalli SS, Bobba V (2020) A fibonacci based TGO methodology for survivability in ZigBee topologies. Int J Sci Technol Res 9(2):878–881
Du H, Fan J, He X, Feldman MW (2018) A genetic simulated annealing algorithm to optimize the small-world network generating process. Complexity
Bannapure M, Patil VL (2014) Ant colony optimization for random network. In: IEEE global conference on wireless computing and networking (GCWCN), December, pp 41–46
Panigrahi D (2011) Survivable network design problems in wireless networks. In: Proceedings of the twenty-second annual ACM-SIAM symposium on discrete algorithms, pp 1014–1027
Amiripalli SS, Kollu VVR, Jaidhan BJ, Srinivasa L, Raju VA (2020) Performance improvement model for airlines connectivity system using network science. Int J Adv Trends Comput Sci Eng 9(1):789–792. https://doi.org/10.30534/ijatcse/2020/113912020
Amiripalli SS, Bobba V (2020) An optimal graph based zigbee mesh for smart homes. 79(4):318–322
Lloret J, Garcia M, Bri D, Diaz JR (2009) A cluster-based architecture to structure the topology of parallel wireless sensor networks. Sensors 9(12):10513–10544
Amiripalli SS, Surendra T, Venkata Dileep B, Priyadharshini EV, Lakshmi Charan Reddy V, Sateesh Kumar D (2020) Analysis of airline connectivity using network science. Int J Psychosoc Rehab 24(6):5229–5234
Ramiah Chowdary P, Challa Y, Jitendra MSNV (2019) Identification of MITM attack by utilizing artificial ıntelligence mechanism in cloud environments. J Phys: Conf Ser 1228(1):012044
Thota JR, Kothuru M, Shanmuk Srinivas A, Jitendra MSNV (2020) Monitoring diabetes occurrence probability using classification technique with a UI. Int J Sci Technol Res 9(4):38–41
Amiripalli SS, Venkatarao R, Jitendra MSNV, Mycherla NMJ (2020) Detecting emotions of student and assessing the performance by using deep learning. Int J Adv Trends Comput Sci Eng 9(2):1641-1645
Jitendra MSNV, Radhika Y (2020) A review: Music feature extraction from an audio signal. Int J Adv Trends Comput Sci Eng 9(2):973–980
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Amiripalli, S.S., Dora, T.V.S.A., Addagarla, S.K., Srinivasu, P.N., Rao, G.S.M. (2021). A Graph Invariant-Based TGO Model for RailTel Optical Networks. In: Dash, S.S., Panigrahi, B.K., Das, S. (eds) Sixth International Conference on Intelligent Computing and Applications . Advances in Intelligent Systems and Computing, vol 1369. Springer, Singapore. https://doi.org/10.1007/978-981-16-1335-7_7
Download citation
DOI: https://doi.org/10.1007/978-981-16-1335-7_7
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-16-1334-0
Online ISBN: 978-981-16-1335-7
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)