Combined Linear Multi-Model for Reliable Route Recommender in Next Generation Network
نویسندگان
چکیده
Network analysis is a promising field in the area of network applications as different types traffic grow enormously and exponentially. Reliable route prediction challenging task Large Scale Networks (LSN). Various non-self-learning self-learning approaches have been adopted to predict reliable routing. Routing protocols decide how send all packets from source destination addresses across through their IP. In current era, dynamic are preferred they internally using an algorithm may not entail being updated physically more than static protocols. A novel method named Route Prediction Model (RRPM) proposed find best routes given hefty gage balance load entire advance recital. The carried out two phases. first phase, Embedding (NE) based node classification out. second phase involves LSN. experiment for average data transmission rerouting time measured between RRPM Information Protocol (RIP) protocol models with before after failure links. It was observed that RIP has 18.5 ms 18.2 ms. Hence model outperforms well traditional finding such Open Shortest Path First (OSPF).
منابع مشابه
Multi-Collaborative Filtering Trust Network Model for Web 2.0 Recommender
In customer relationship management (CRM), online recommender assumes an important role of suggesting the right product or information to the right customer automatically. Hence customers are empowered with the choices that are predicted to be preferred by the system. The underlying technique is often a collaborative filtering (CF) algorithm that harvests both information from similar products ...
متن کاملReliable Signalling Transport in Next Generation Networks
Next-generation network architectures aim at the convergence of services (e.g. telephony, television, Web access, online games, and new services) over a common IP core. Additionally, the integration of wired and wireless access technologies will offer users ubiquitous access to all those services. Telecommunications networks rely on signalling protocols to perform key service control functions ...
متن کاملMalicious Route Defending Reliable-Data Transmission Scheme for Multi Path Routing in Wireless Network
Securing the confidential data transferred via wireless network remains a challenging problem. It is paramount to ensure that data are accessible only by the legitimate users rather than by the attackers. One of the most serious threats to organization is jamming, which disrupts the communication between any two pairs of nodes. Therefore, designing an attack-defending scheme without any packet ...
متن کاملA Mathematical Model for Multi-Region, Multi-Source, Multi-Period Generation Expansion Planning in Renewable Energy for Country-Wide Generation-Transmission Planning
Environmental pollution and rapid depletion are among the chief concerns about fossil fuels such as oil, gas, and coal. Renewable energy sources do not suffer from such limitations and are considered the best choice to replace fossil fuels. The present study develops a mathematical model for optimal allocation of regional renewable energy to meet a country-wide demand and its other essential as...
متن کاملNext-Generation Network
National Security/Emergency Preparedness (NS/EP) requires effective communications supporting leadership and key staff in their access to information and their coordination of decisions. Results of testing voice over Internet protocol (VoIP) as a Next-Generation Network (NGN) application are presented and illustrate that effective NS/EP support is at risk during congestion possible in events re...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Intelligent Automation and Soft Computing
سال: 2023
ISSN: ['2326-005X', '1079-8587']
DOI: https://doi.org/10.32604/iasc.2023.031522