Browsing by Author "Carrascosa Zamacois, Marc"

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  • An experimental study of latency for IEEE 802.11be multi-link operation
    Carrascosa Zamacois, Marc; Geraci, Giovanni; Knightly, Edward; Bellalta, Boris (Institute of Electrical and Electronics Engineers (IEEE), 2022)
    Will Multi-Link Operation (MLO) be able to improve the latency of Wi-Fi networks? MLO is one of the most disruptive MAC-layer techniques included in the IEEE 802.11be amendment. It allows a device to use multiple radios ...
  • Channel load aware AP / extender selection in home WiFi networks using IEEE 802.11k/v
    Adame, Toni; Carrascosa Zamacois, Marc; Bellalta, Boris; Pretel, Iván; Etxebarria, Iñaki (Institute of Electrical and Electronics Engineers (IEEE), 2021)
    Next-generation Home WiFi networks have to step forward in terms of performance. New applications such as on-line games, virtual reality or high quality video contents will further demand higher throughput levels, as well ...
  • Cloud-gaming: analysis of Google Stadia traffic
    Carrascosa Zamacois, Marc; Bellalta, Boris (Elsevier, 2022)
    Interactive, real-time, and high-quality cloud video games pose a serious challenge to the Internet due to simultaneous high-throughput and low round trip delay requirements. In this paper, we investigate the traffic ...
  • Decentralized AP selection using multi-armed bandits: opportunistic ε-greedy with stickiness
    Carrascosa Zamacois, Marc (Institute of Electrical and Electronics Engineers (IEEE), 2020)
    WiFi densification leads to the existence of multiple overlapping coverage areas, which allows user stations (STAs) to choose between different Access Points (APs). The standard WiFi association method makes the STAs select ...
  • Improving user association in high-density WLANs using machine learning
    Carrascosa Zamacois, Marc (2018-09-25)
    When deploying a Wi-Fi network, it is common to have the coverage area of multiple Access Points (APs) overlapping as to ensure that no area is left without service. This and the ever increasing amount of wireless devices ...
  • Multi-armed bandits for decentralized AP selection in enterprise WLANs
    Carrascosa Zamacois, Marc; Bellalta, Boris (Elsevier, 2020)
    WiFi densification leads to the existence of multiple overlapping coverage areas, which allows user stations (STAs) to choose between different Access Points (APs). The standard WiFi association method makes STAs select ...
  • Predicting user satisfaction to optimize AP selection in WLANs using Random Forests
    Carrascosa Zamacois, Marc (2019)
    Nowadays, it is common to nd WiFi networks that have a central controller connected to all Access Points in the network to both organize them and collect relevant information from them. This creates huge amounts of data ...
  • Time-sensitive networking in IEEE 802.11be: on the way to low-latency WiFi 7
    Adame, Toni; Carrascosa Zamacois, Marc; Bellalta, Boris (MDPI, 2021)
    A short time after the official launch of WiFi 6, IEEE 802.11 working groups along with the WiFi Alliance are already designing its successor in the wireless local area network (WLAN) ecosystem: WiFi 7. With the IEEE ...
  • Usage of network simulators in machine-learning-assisted 5G/6G networks
    Wilhelmi Roca, Francesc; Carrascosa Zamacois, Marc; Cano, Cristina; Jonsson, Anders, 1973-; Ram, Vishnu; Bellalta, Boris (Institute of Electrical and Electronics Engineers (IEEE), 2021)
    Without any doubt, Machine Learning (ML) will be an important driver of future communications due to its foreseen performance when applied to complex problems. However, the application of ML to networking systems raises ...

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