Annals of R.S.C.B., ISSN:1583-6258, Vol. 25, Issue 3, 2021, Pages. 7786 - 7799 Received 16 February 2021; Accepted 08 March 2021. 7786 http://annalsofrscb.ro Network Management with Reliance on Topology and Generating Paths through the Network Layers R.Idayathulla 1* , Dr M.Robinson Joel 2 1 Research Scholar,Department of Computer Science,PonnaiyahRamajayam Institute of Science & Technology (Deemed to be University),Puducherry Campus 2 Associate Professor,Department of Computer Science,PonnaiyahRamajayam Institute of Science & Technology (Deemed to be University),Thanjavur ABSTRACT For applications to acquire new organization semantics, overlay networks reflect a scalable and deployable solution, however, they experience the ill effects of certain proficiency concerns. Two new natives for execution in the organization layer are proposed to effectively help overlay networks. In nearby routers, Packet Reflection permits end hosts to demand cut off steering and replication. Path Painting enables several ends to be painted. Hosts to decide the location of their various paths, In order to allow overlay, the rendezvous point meets Constructing topology. Incrementally, both primitives are Implementable. In general, techniques are defined to dynamically determine a logical network topology to transport network traffic more efficiently over a physical topology based on end-to-end network traffic demands and network characteristics of the optical transport network (OTN). The methods can be used to meet the demands of network traffic imposed on a multi- layer network with a base transport layer and a layer of logical or overlay Internet Protocol (IP) routed on the transport layer. We compare and evaluate, to achieve justice, Different targets of traffic advancement for topology improvement. The use of neural networks for the simulation of nonlinear relationships. By using neural organizations, we intend to forestall any shamefulness, for example, Like dismissing direct guess. Our work also indicates which In network optimization, functions are essential for machine learning. Our methodology is partly in harmony with the previous work, and we The best performing optimization target is to conclude the delay. Keywords Data Communication; Network Management Protocols; File Transfer Protocol; User Datagram Protocol; Dijikstras Algorithm INTRODUCTION We've observed that a computer-connected network can only be viewed from a computer's point of view as just another I/O gadget. In fact, for some reasons, it is an appealing and sensible decision. As clients, we don't actually mind in the event that we utilize the document on a neighborhood plate drive or on an organization worker most of the way across the globe, given the record is effectively open. However long we can undoubtedly recover our printout, it doesn't make any difference to us that our printer is really an office printer that is shared by others. we considered the to be as a cloud. For every PC in the information, the cloud is simply one more wellspring of I/O. As an elective methodology, the organization addresses a necessary piece of the foundation of present day innovation, including PCs, stockpiling gadgets, PC peripherals, cell phones, individual advanced aides, video and sound gadgets, and, above all, Importantly, the capacity to associate different organizations is offered, To share assets and administrations, to share and trade information and information, and even to impart and mingle. Starting here of view, a PC is another gadget associated with an organization.