Intent-based orchestration of network slices and resource assurance using machine learning

TA Khan, A Mehmood, JJD Ravera… - NOMS 2020-2020 …, 2020 - ieeexplore.ieee.org
5G networks are aimed at provisioning of a wide range of sophisticated services with
uninterrupted user experience. In addition, it is very challenging to manage all the services …

Generic intent-based networking platform for E2E network slice orchestration & lifecycle management

TA Khan, K Abbass, A Rafique… - 2020 21st Asia …, 2020 - ieeexplore.ieee.org
5G claims the service provisioning for a variety of new applications increasing orchestration
complexity. Additionally, many different orchestrators and platforms have been developed …

Network slice selection function for data plane slicing in a mobile network

JJD Rivera, TA Khan, A Mehmood… - 2019 20th Asia-Pacific …, 2019 - ieeexplore.ieee.org
Network Function Virtualization (VNF) is one of the main drivers for the next generation of
mobile networks. It allows the creation of multiple and diverse functionalities over a single …

An end-to-end intelligent network resource allocation in iov: A machine learning approach

A Muhammad, TA Khan, K Abbass… - 2020 IEEE 92nd …, 2020 - ieeexplore.ieee.org
The enormous increase in the number of communicating vehicles every year imposes many
challenges for efficient resource allocation in IoV (Internet of Vehicles). Additionally, with …

[PDF][PDF] An Intent-Driven Closed-Loop Platform for 5G Network Service Orchestration.

T Ahmed Khan, K Abbas, A Muhammad… - Computers, Materials & …, 2022 - academia.edu
The scope of the 5G network is not only limited to the enhancements in the form of the
quality of service (QoS), but it also includes a wide range of services with various …

GAN and DRL based intent translation and deep fake configuration generation for optimization

TA Khan, K Abbas, A Muhammad… - … on Information and …, 2020 - ieeexplore.ieee.org
The requirements of next-generation of networks have imposed a multi-dimensional/
directional complexity over network management. As a result, the only way forward is …

Automatic Data Plane Slice Provisioning on Mobile-CORD

JD Rivera, WC Song - 정보과학회논문지, 2020 - dbpia.co.kr
5G 이동통신은 다양한 이기종 사용자 장비 (UE) 연결에 적합한 생태계를 제공하는 것을 목표로
한다. 이 생태계는 다목적 UE 를 포함하고 있기 때문에, 정보 전송을 서비스하는 데이터 플레인 …

Automatic Data Plane provisioning in a Sliced Mobile Network Scenario

JJD River - 2019 - oak.jejunu.ac.kr
One of the main concerns that motivate the innovation in the development of new
technologies for 5G networks is the automation of Network Services catered to the Users …

[引用][C] IBN-based E2E Service Orchestration on Top of KOREN

KT Ahmed, K Abbas, A Muhammad… - 한국통신학회학술대회 …, 2021 - dbpia.co.kr
The increasing number of services impacted in the rise of complexity for E2E service
orchestration. The newer network requirements of bandwidth achievement and QoS …