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20212026
most citedTowards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking

14 citations · 16 across the 14 of their papers we have counts for

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7 papers · 1 filter

cs.NI2024

Root Cause Analysis of Anomalies in 5G RAN Using Graph Neural Network and Transformer

Antor Hasan, Conrado Boeira, Khaleda Papry +3

The emergence of 5G technology marks a significant milestone in developing telecommunication networks, enabling exciting new applications such as augmented reality and self-driving…

cs.NI2024

STX-Vote: Improving Reliability with Bit Voting in Synchronous Transmission-based IoT Networks

Burhanuddin Rangwala, Ava Powelson, Michael Baddeley +1

Industrial Internet of Things (IIoT) networks must meet strict reliability, latency, and low energy consumption requirements. However, traditional low-power wireless protocols are…

cs.NI2024

Araucaria: Simplifying INC Fault Tolerance with High-Level Intents

Ricardo Parizotto, Israat Haque, Alberto Schaeffer-Filho

Network programmability allows modification of fine-grain data plane functionality. The performance benefits of data plane programmability have motivated many researchers to offloa…

cs.NI2024

A Calibrated and Automated Simulator for Innovations in 5G

Conrado Boeira, Antor Hasan, Khaleda Papry +3

The rise of 5G deployments has created the environment for many emerging technologies to flourish. Self-driving vehicles, Augmented and Virtual Reality, and remote operations are e…

cs.NI2022

BlueTiSCH: A Multi-PHY Simulation of Low-Power 6TiSCH IoT Networks

Chloe Bae, Shiwen Yang, Michael Baddeley +2

Low-power wireless IoT networks have traditionally operated over a single physical layer (PHY) -- many based on the IEEE 802.15.4 standard. However, recent low-power wireless chips…

cs.NI2021

ACE: an Accurate and Cost-Effective Measurement System in SDN

Fangye Tang, Meysam Shojaee, Israat Haque

Packet-level traffic measurement is essential in applications like QoS, traffic engineering, or anomaly detection. Software-Defined Networking (SDN) enables efficient and dynamic n…

cs.NI2021

Embedded vs. External Controllers in Software-Defined IoT Networks

Miheer Kulkarni, Michael Baddeley, Israat Haque

The flexible and programmable architectural model offered by Software-Defined Networking (SDN) has re-imagined modern networks. Supported by powerful hardware and high-speed commun…