The growing number of Wi-Fi users and the emergence of bandwidth-intensive services
have necessitated an increase in Access Point (AP) density, resulting in more complex …

With the increasing use of Wi-Fi in our devices at home and in offices, etc. it's imperative to
connect to an AP which provides seamless and smooth performance. This research paper …

The rapid development of Wi-Fi technologies in recent years has caused a significant
increase in the traffic usage. Hence, knowledge obtained from Wi-Fi network measurements …

We present a methodology based on matrix factorization and gradient descent to predict the
number of sessions established in the access points of a Wi-Fi network according to the …

Enterprise Wi-Fi networks can greatly benefit from Artificial Intelligence and Machine
Learning (AI/ML) thanks to their well-developed management and operation capabilities. At …

Recent developments of data monitoring and analytics technologies in the context of
wireless networks will boost the capacity to extract knowledge about the network and the …

We show experimentally that workload-based AP-STA associations can improve system
throughput significantly. We present a predictive model that guides optimal resource …

In this Internet and big data era, resource management has become a crucial task to ensure
the quality of service for users in modern wireless networks. Accurate and rapid Internet …

WiFi networks often seek to reduce interference through network planning, macroscopic self-
organization (eg channel switching) or network management. In this paper, we explore the …

As the complexity and scale of modern computer networks continue to increase, there has
emerged an urgent need for precise traffic analysis, which plays a pivotal role in cutting …