activity
20182022
most citedLE3D: A Lightweight Ensemble Framework of Data Drift Detectors for Resource-Constrained Devices

2 citations · 2 across the 2 of their papers we have counts for

collaborators

7 papers

cs.LG20222 cited

LE3D: A Lightweight Ensemble Framework of Data Drift Detectors for Resource-Constrained Devices

Ioannis Mavromatis, Adrian Sanchez-Mompo, Francesco Raimondo +8

Data integrity becomes paramount as the number of Internet of Things (IoT) sensor deployments increases. Sensor data can be altered by benign causes or malicious actions. Mechanism…

cs.NI2022

Federated Meta-Learning for Traffic Steering in O-RAN

Hakan Erdol, Xiaoyang Wang, Peizheng Li +7

The vision of 5G lies in providing high data rates, low latency (for the aim of near-real-time applications), significantly increased base station capacity, and near-perfect qualit…

cs.NI2020

6TiSCH++ with Bluetooth 5 and Concurrent Transmissions

Michael Baddeley, Adnan Aijaz, Usman Raza +5

Targeting dependable communications for industrial Internet of Things applications, IETF 6TiSCH provides mechanisms for efficient scheduling, routing, and forwarding of IPv6 traffi…

cs.NI2018

Atomic-SDN: Is Synchronous Flooding the Solution to Software-Defined Networking in IoT?

Michael Baddeley, Usman Raza, Aleksandar Stanoev +4

The adoption of Software Defined Networking (SDN) within traditional networks has provided operators the ability to manage diverse resources and easily reconfigure networks as requ…

cs.NI2018

Evolving SDN for Low-Power IoT Networks

Michael Baddeley, Reza Nejabati, George Oikonomou +2

Software Defined Networking (SDN) offers a flexible and scalable architecture that abstracts decision making away from individual devices and provides a programmable network platfo…

cs.NI2018

Isolating SDN Control Traffic with Layer-2 Slicing in 6TiSCH Industrial IoT Networks

Michael Baddeley, Reza Nejabati, George Oikonomou +3

Recent standardization efforts in IEEE 802.15.4-2015 Time Scheduled Channel Hopping (TSCH) and the IETF 6TiSCH Working Group (WG), aim to provide deterministic communications and e…