Israat Haque

Associate professor

Dalhousie University

Canada

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Dr. Israat Haque is an Associate Professor at Dalhousie University, Canada. Her research areas include machine learning applications in network systems, 5G RAN communication failure prediction, and in-network computing techniques. She has contributed to various topics such as IoT device fingerprinting and advancements in software-defined networking and network function virtualization.

Articles (7)

Year:

2025

Year:

2025

Year:

2024

Year:

2024

Year:

2024

Year:

2023

Year:

2020

Collaborators (3)

Wenbin Zhang

Assistant Professor

Florida International University

UNITED STATES

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Hyojoon Kim

Assistant Professor

University of Virginia

UNITED STATES

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Thomas Trappenberg

Professor

Dalhousie University

CANADA

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Israat Haque

Research Interests

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Articles (7)

A Generalized GNN-Transformer-Based Radio Link Failure Prediction Framework in 5G RAN

Spotlight: Shining a Light on Pivot Attacks Using In-network Computing

Offloading Machine Learning to Programmable Data Planes: A Systematic Survey

P4Hauler: An Accelerator-Aware In-Network Load Balancer for Applications Performance Boosting

PoirIoT: Fingerprinting IoT Devices at Tbps Scale

A Deep Neural Network-Based Communication Failure Prediction Scheme in 5G RAN

Software-Defined Networking (SDN) and Network Function Virtualization (NFV) for a Hyperconnected World: Challenges, Applications, and Major Advancements

Collaborators (3)

Wenbin Zhang

Hyojoon Kim

Thomas Trappenberg

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