Energy prediction and optimization for smart homes with weather metric-weight coefficients

A Mehmood, KT Lee, DH Kim - Sensors, 2023 - mdpi.com
Home appliances are considered to account for a large portion of smart homes' energy
consumption. This is due to the abundant use of IoT devices. Various home appliances …

Energy-efficient auto-scaling of virtualized network function instances based on resource execution pattern

A Mehmood, A Muhammad, TA Khan… - Computers & Electrical …, 2020 - Elsevier
To scale virtualized network functions (VNF), information about computing resource
utilization plays an important role. With the usage of both virtualized and physical resources …

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 …

Machine Learning-based Cache Optimization on MEC Platform

W Akbar, A Muhammad, JJD Rivera… - 2021 22nd Asia …, 2021 - ieeexplore.ieee.org
The amount of data generation is exponentially increasing over the past decade due to the
widespread use of multimedia applications and social media platforms. Advanced real-time …

Dynamic Auto-scaling of VNFs based on Task Execution Patterns

A Mehmood, TA Khan, JJD Rivera… - 2019 20th Asia-Pacific …, 2019 - ieeexplore.ieee.org
Investigation and collection of real-time data plays a very crucial part in the orchestration of
network resources. Selection of the correct data is very important as it decides to auto-scale …

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 …

Efficient Autoscaling of VNF (s) in NFV environment

A Mehmood - 2019 - oak.jejunu.ac.kr
Autoscaling is one of the principal objectives for the intent based future networks. Scaling
the cloud resources in different situations was dependant on a cloud expert administrator …

[引用][C] NFV 플랫폼에서VNFM 의실행시간에기반한자동자원조정메커니즘

NFV Platforms - NFV 플랫폼에서VNFM 의실행시간에기반한자동자원 …