Managing heterogeneous substrate resources by mapping and visualization based on software-defined network

A Javadpour, G Wang, X Xing - 2018 IEEE Intl Conf on Parallel …, 2018 - ieeexplore.ieee.org
Network virtualization is a way to simultaneously run multiple heterogeneous architectures
on a shared substrate. The main issue in virtualization of networks is the problem of …

A scalable feature selection and opinion miner using whale optimization algorithm

A Javadpour, S Rezaei, KC Li, G Wang - Advances in Signal Processing …, 2020 - Springer
Due to the fast-growing volume of text document and reviews in recent years, current
analyzing techniques are not competent enough to meet the users' needs. Using feature …

Improving the efficiency of customer's credit rating with machine learning in big data cloud computing

A Javadpour, K Saedifar, G Wang, KC Li… - Wireless Personal …, 2021 - Springer
Today, the use of large networks under the cloud and big data has become very common, as
well as learning methods and artificial intelligence have been designed for them. One of the …

Improving virtualization and migration in combinatorial dynamic mapping for cloud services

E Gorjian Mehlabani, C Zhang - Cluster Computing, 2023 - Springer
Cloud computing is a new approach to provide computing resources from infrastructure to
software as a service which have many challenges. One of the most important challenges is …

Setting up SLAs using a dynamic pricing model and behavior analytics in business and marketing strategies in cloud computing

EG Mehlabani, A Javadpour, C Zhang, F Ja'fari… - Personal and Ubiquitous …, 2023 - Springer
Increasing amounts of data are being generated every year. Sustainable computing systems
have become capable of extracting and learning information from the underlying data. Edge …

Evaluation of Machine Learning Algorithms using Feature Selection Methods for Network Intrusion Detection Systems

MN Reza, SF Kabir, N Jahan… - 2021 5th International …, 2021 - ieeexplore.ieee.org
In this modern internet era dominated by technology and automation, network security is a
concern for the whole world. Despite many security methods such as virus scanners …

BNID: a behavior-based network intrusion detection at network-layer in cloud environment

KK Ghanshala, P Mishra, RC Joshi… - 2018 First International …, 2018 - ieeexplore.ieee.org
Security has become one of the crucial issues in today's new technological environment
such as cloud computing. In recent years, research work has been done to tackle various …

Adaptive model to detect anomaly and real-time attacks in cloud environment using data mining algorithm

D Sakthivel, B Radha - International Journal of Performability …, 2021 - ijpe-online.com
The potential benefits and enhancement of services have made cloud computing an
attractive field in the current era. Cloud computing has various benefits that has grabbed a …

Cybersecurity Fusion: Leveraging Mafia Game Tactics and Reinforcement Learning for Botnet Detection

A Javadpour, F Ja'fari, T Taleb… - … 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Mafia, also known as Werewolf, is a game of uncertainty between two teams, which aims to
eliminate the other team's players from the game. The similarities between detecting the …

Classification of malicious traffic using tensorflow machine learning

LD Chou, CW Tseng, MS Lai, WY Chen… - … on information and …, 2018 - ieeexplore.ieee.org
With the rapid development of the Internet and the innovative attacks, information security
has become an important issue for system administrators and users. Because the traditional …