Bartosz Kadziolka

According to our database, Bartosz Kadziolka authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Utilizing TabNet Deep Learning for Elephant Flow Detection by Analyzing Information in First Packet Headers.

Bartosz Kadziolka, Piotr Jurkiewicz, Robert Wójcik, Jerzy Domzal

Entropy, July, 2024

Elephant Flow Classification on the First Packet With Neural Networks.

Bartosz Kadziolka, Piotr Jurkiewicz, Robert Wójcik, Jerzy Domzal

IEEE Access, 2024

Elephant Flow Detection With Random Forest Models Under Programmable Network Dataplane Constraints.

Piotr Jurkiewicz, Bartosz Kadziolka, Miroslaw Kantor, Robert Wójcik, Jerzy Domzal

IEEE Access, 2024

Machine Learning-Based Elephant Flow Classification on the First Packet.

Piotr Jurkiewicz, Bartosz Kadziolka, Miroslaw Kantor, Jerzy Domzal, Robert Wójcik

IEEE Access, 2024

Neural Networks in Selected Aspects of Communications and Networking.

Piotr Borylo, Edyta Biernacka, Jerzy Domzal, Bartosz Kadziolka, Miroslaw Kantor, Krzysztof Rusek, Maciej Skala, Krzysztof Wajda, Robert Wójcik, Wojciech Zabek

IEEE Access, 2024

2023

A tutorial on reinforcement learning in selected aspects of communications and networking.

Piotr Borylo, Edyta Biernacka, Jerzy Domzal, Bartosz Kadziolka, Miroslaw Kantor, Krzysztof Rusek, Maciej Skala, Krzysztof Wajda, Robert Wójcik, Wojciech Zabek

Comput. Commun., 2023

2022

Employing FAMTAR and AHB to Achieve an Optical Resource-Efficient Multilayer IP-Over-EON SDN Network.

Bartosz Kadziolka, Maciej Skala, Robert Wójcik, Piotr Jurkiewicz, Jerzy Domzal

IEEE Access, 2022