FLEET: A Federated Learning Emulation and Evaluation Testbed for Holistic Research

Osama Abu Hamdan; Hao Che; Engin Arslan; Md Arifuzzaman

doi:10.1109/CCNC65079.2026.11366595

FLEET: A Federated Learning Emulation and Evaluation Testbed for Holistic Research

Osama Abu Hamdan
, Hao Che
, Engin Arslan
, Md Arifuzzaman

Computer Science

University of Texas at Arlington
Meta

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2026 IEEE 23rd Consumer Communications and Networking Conference, CCNC 2026
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798331596736
DOIs	https://doi.org/10.1109/CCNC65079.2026.11366595
State	Published - 2026
Event	23rd IEEE Consumer Communications and Networking Conference, CCNC 2026 - Las Vegas, United States Duration: Jan 9 2026 → Jan 12 2026

Publication series

Name	Proceedings - IEEE Consumer Communications and Networking Conference, CCNC
ISSN (Print)	2331-9860

Conference

Conference	23rd IEEE Consumer Communications and Networking Conference, CCNC 2026
Country/Territory	United States
City	Las Vegas
Period	1/9/26 → 1/12/26

ASJC Scopus Subject Areas

Computer Vision and Pattern Recognition
Computer Networks and Communications
Artificial Intelligence
Electrical and Electronic Engineering

Keywords

Federated Learning
Network Emulation
Testbed

Access to Document

10.1109/CCNC65079.2026.11366595

Cite this

Hamdan, O. A., Che, H., Arslan, E., & Arifuzzaman, M. (2026). FLEET: A Federated Learning Emulation and Evaluation Testbed for Holistic Research. In 2026 IEEE 23rd Consumer Communications and Networking Conference, CCNC 2026 (Proceedings - IEEE Consumer Communications and Networking Conference, CCNC). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCNC65079.2026.11366595

FLEET: A Federated Learning Emulation and Evaluation Testbed for Holistic Research. / Hamdan, Osama Abu; Che, Hao; Arslan, Engin et al.
2026 IEEE 23rd Consumer Communications and Networking Conference, CCNC 2026. Institute of Electrical and Electronics Engineers Inc., 2026. (Proceedings - IEEE Consumer Communications and Networking Conference, CCNC).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Hamdan, OA, Che, H, Arslan, E & Arifuzzaman, M 2026, FLEET: A Federated Learning Emulation and Evaluation Testbed for Holistic Research. in 2026 IEEE 23rd Consumer Communications and Networking Conference, CCNC 2026. Proceedings - IEEE Consumer Communications and Networking Conference, CCNC, Institute of Electrical and Electronics Engineers Inc., 23rd IEEE Consumer Communications and Networking Conference, CCNC 2026, Las Vegas, United States, 1/9/26. https://doi.org/10.1109/CCNC65079.2026.11366595

Hamdan OA, Che H, Arslan E, Arifuzzaman M. FLEET: A Federated Learning Emulation and Evaluation Testbed for Holistic Research. In 2026 IEEE 23rd Consumer Communications and Networking Conference, CCNC 2026. Institute of Electrical and Electronics Engineers Inc. 2026. (Proceedings - IEEE Consumer Communications and Networking Conference, CCNC). doi: 10.1109/CCNC65079.2026.11366595

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title = "FLEET: A Federated Learning Emulation and Evaluation Testbed for Holistic Research",

keywords = "Federated Learning, Network Emulation, Testbed",

author = "Hamdan, \{Osama Abu\} and Hao Che and Engin Arslan and Md Arifuzzaman",

note = "Publisher Copyright: {\textcopyright} 2026 IEEE.; 23rd IEEE Consumer Communications and Networking Conference, CCNC 2026 ; Conference date: 09-01-2026 Through 12-01-2026",

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KW - Network Emulation

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M3 - Conference contribution

AN - SCOPUS:105034116568

T3 - Proceedings - IEEE Consumer Communications and Networking Conference, CCNC

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PB - Institute of Electrical and Electronics Engineers Inc.

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ER -

FLEET: A Federated Learning Emulation and Evaluation Testbed for Holistic Research

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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